From de6a70631902d821ea2227232f336dabe269ed43 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 28 Jul 2025 21:02:04 -0700 Subject: [PATCH 001/113] Add RAG module under benchmarking --- .../rag/RetrievalAugmentedGeneration.py | 80 ++++++ .../rag/dataset/scrnaseq_handbook.txt | 264 ++++++++++++++++++ 2 files changed, 344 insertions(+) create mode 100644 benchmarking/rag/RetrievalAugmentedGeneration.py create mode 100644 benchmarking/rag/dataset/scrnaseq_handbook.txt diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..3b3d95b --- /dev/null +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,80 @@ +import os +import urllib.request +from urllib.error import URLError +import chromadb +from chromadb.utils import embedding_functions +from langchain.text_splitter import RecursiveCharacterTextSplitter +import validators + +class RetrievalAugmentedGeneration: + def __init__(self): + self.embedding_fn = embedding_functions.DefaultEmbeddingFunction() + self.client = chromadb.Client() + self.collection = self.client.get_or_create_collection( + name="OLAF_collection", + embedding_function=self.embedding_fn, + metadata={"hnsw:space": "cosine"} + ) + self.text_splitter = RecursiveCharacterTextSplitter( + separators=["\n\n", "\n", ".", "!", "?", ","], + chunk_size=200, + chunk_overlap=50 + ) + self._docs = [] + + def load_file(self, file_name): + try: + with open(file_name, "r") as f: + contents = f.read() + if not contents: + raise FileNotFoundError("Empty file") + return contents + except FileNotFoundError as e: + print(f"{e}") + return "" + + def load_url(self, url): + try: + contents = urllib.request.urlopen(url) + contents = contents.read().decode('utf-8') + if not contents: + raise URLError("Empty URL") + return contents + except URLError as e: + print(f"{e}") + return "" + + @property + def docs(self): + return self._docs + + @docs.setter + def docs(self, file_name_or_url): + if os.path.isfile(file_name_or_url): + file_contents = self.load_file(file_name_or_url) + if file_contents: + self._docs.append(file_contents) + elif validators.url(file_name_or_url): + url_contents = self.load_url(file_name_or_url) + if url_contents: + self._docs.append(url_contents) + else: + print("Could not find valid URL or file") + + def chunks(self): + chunks = self.text_splitter.create_documents(self.docs) + return [chunk.page_content for chunk in chunks] + + def add_to_collection(self, chunk_texts): + self.collection.add(documents=chunk_texts, ids=[f"id_{i}" for i in range(len(chunk_texts))]) + + def query(self, query: str, n_results: int): + return self.collection.query(query_texts=[query], n_results=n_results) + + def rag(self, query, n_results=1, file_name_or_url=None): + if file_name_or_url: + self.docs = file_name_or_url + self.add_to_collection(self.chunks()) + return self.query(query, n_results) + + diff --git a/benchmarking/rag/dataset/scrnaseq_handbook.txt b/benchmarking/rag/dataset/scrnaseq_handbook.txt new file mode 100644 index 0000000..ae1c764 --- /dev/null +++ b/benchmarking/rag/dataset/scrnaseq_handbook.txt @@ -0,0 +1,264 @@ +Molecules and Cells MiniResource +A practical handbook on single-cell RNA sequencing data quality control and downstream analysis +Gyeong Dae Kim†, Chaemin Lim†, and Jihwan Park? +School of Life Sciences, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea +?Corresponding author. jihwan.park@gist.ac.kr https://doi.org/10.1016/j.mocell.2024.100103 + +ABSTRACT +Advancements in single-cell analysis have facilitated high-resolution observation of the transcriptome in individual cells. However, standards for obtaining high-quality cells and data analysis pipelines remain variable. Here, we provide the groundwork for improving the quality of single-cell analysis by delineating guidelines for selecting high-quality cells and considerations throughout the analysis. This review will streamline researchers' access to single-cell analysis and serve as a valuable guide for analysis. +(c) 2024 The Author(s). Published by Elsevier Inc. on behalf of Korean Society for Molecular and Cellular Biology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). + +Keywords: Downstream analysis, Quality control, Single-cell RNA sequencing + + + +INTRODUCTION + +The emergence of single-cell technology has revolutionized biomedical science, enabling comprehensive exploration of cellular heterogeneity, individual cell characteristics, and cell lineage trajectory (Kim and Park, 2021; Yoon et al., 2024). Despite these advancements, challenges persist due to batch effects arising from variations such as tissue storage, dis- sociation processes, and sequencing library preparation, leading to inconsistent results (Lee et al., 2021). Moreover, in- herent technical hurdles yield highly sparse data, complicating result interpretation (Choi and Kim, 2019). In response, various computational tools and quality control measures have been proposed, yet the absence of consensus guidelines poses a significant challenge in applying these tools to highly variable experimental conditions and samples. + Additionally, downstream analysis involves several time- consuming steps, each demanding careful evaluation for result appropriateness. While various tools are available for these downstream analyses, including batch correction, dimension reduction, clustering, and cell-type annotation, those with lim- ited experience in single-cell analysis still find it challenging to determine the appropriate tool for specific circumstances and conditions. + Beyond the studies benchmarking and explaining each step in quality control and downstream analysis, our objective is to address practical challenges by offering a comprehensive guideline for quality control and each stage of downstream analysis (Fig. 1). In particular, we focused on barcode-based + + +† These authors contributed equally to this work as the first authors. + +single-cell RNA sequencing (scRNA-seq) techniques that are widely used, including droplet-, microwell-, and combinatorial barcoding-based methods. Consequently, we aim to enhance the reliability and reproducibility of commonly employed single- cell studies. + +MAIN BODY + +Considerations in Transcripts Quality Control +To ensure the reliability and quality of the analysis results, it is crucial to address artifact transcripts like ambient RNAs. For example, transcripts from damaged or apoptotic cells may leak out from cells during single-cell isolation, exist in the solution, and then potentially become encapsulated in droplets along with other cells. Besides these ambient RNAs, contamination between transcripts may arise by evaporation in plate-based protocols and from chimeric complementary DNA being called "barcode swap" due to incorrect binding between barcodes during sequencing (Maxwell et al., 2023; Wagener and Plennevaux, 2014; Yang et al., 2020). These transcripts com- plicate cell-type annotation by contaminating endogenous gene expression profiling and lead differences by ambient profiles rather than true biological differences. Hence, we should con- sider removing genes as artifact RNA in the following cases: (1) detection of cell-type-specific markers from other cell types, particularly those derived from cells with a higher proportion in the given tissue; (2) genes from cells displaying elevated levels of mitochondrial genes. Given that these cells, expressing high mitochondrial genes, are likely dead or dying, the transcripts may include RNAs originating from cell-free sources. + To remove ambient RNA contamination, several tools were developed. SoupX does not depend significantly on + + +eISSN: 1016-8478 / (c) 2024 The Author(s). Published by Elsevier Inc. on behalf of Korean Society for Molecular and Cellular Biology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). + + +Considerations in quality control Considerations in downstream analysis + + + + + + + + +Multiplet + + + + + +bead + +Cell viability + + + + + + + + + +• Cellular viability +- Mitochondrial percent +- Excessively low gene/UMI counts + + + +Clustering + + + + + +• Regression out +- UMI counts +- Mitochondrial gene +- Cell cycle + +• Clustering strategy +- Top-down strategy +- Bottom-up strategy + + + + +Cluster annotation + + +• Multiplet detection +- Manual inspection +- Automated tools + + + Transcripts contamination + + + + +Cellular stress + + + +Batch correction +• +Manual annotation +• Automated tools + + + +bead +• +Simple integration +- Harmony + + + +• Contamination origin +- Ambient RNA +- Barcode swap +- Evaporation +(plate-based protocol) + +• Considerations of remove +- Ribosomal gene +- Immunoglobulin +- HLA genes +- Specific lncRNA + + + + + + + +• Cellular stress origin +- Dissociation stress +- Biological stress +• +Complex integration +- scVI + +• Scalable data +- BBKNN + + +Fig. 1. Factors requiring quality control in single-cell RNA sequencing analysis and considerations in each factor (left). Stages of down- stream analysis after quality control and considerations at each stage (right). IncRNA, long non-coding RNA. + + + +precise pre-annotation, but it does require prior knowledge of the user's marker genes due to the necessity of manual input (Young and Behjati, 2020). Notably, SoupX performs much better with single-nucleus compared to single-cell data (Janssen et al., 2023). CellBender is suited for cleaning up and extracting the biological signal from noisy datasets, providing the most accurate estimation of background noise when compared to other tools (Fleming et al., 2023; Janssen et al., 2023). + + + Apart from ambient RNAs, specific studies have considered ribosomal genes, immunoglobulin genes, human leukocyte antigens genes, and specific long non-coding RNA (eg, me- tastasis-associated lung adenocarcinoma transcript 1) as ele- ments that should be filtered out. This is because they can induce unwanted batch effects in downstream clustering steps due to their overabundant expression and uncertain origination from various cell types (Gharaie et al., 2023; Kunes et al., 2024; Smillie et al., 2019). + + + + In addition, genes or cells associated with stress signatures are considered for removal since they can reduce the reliability of re- sults. Stress-related genes are induced by various factors, such as sample storage and dissociation, and the values may vary following cellular structure and characteristics even in the same sample. To identify stress signatures, approximately 200 dissociation-related genes or stress-related genes have been suggested (Romanov et al., 2020; van den Brink et al., 2017). However, it is crucial to cautiously approach their removal, as stress-related gene expres- sion can reflect biological response and disease status. + +Considerations in Cellular Quality Control +A doublet or multiplet, where more than 1 cell is captured within a single droplet or microwell, arose as a technical artifact during the scRNA-seq library preparation process. The multiplet rate is influenced by the scRNA-seq platform and the number of loaded cells (Depasquale et al., 2019; Nguyen et al., 2018). For instance, 10x Genomics, which utilizes a droplet-based plat- form, reported that when 7,000 target cells are loaded, 378 multiplets are identified, constituting 5.4% of the total cells (10X_Genomics, 2022). Notably, this rate escalates to 7.6% when the number of target cells is increased to 10,000. In contrast, the BD rhapsody platform, which is based on a mi- crowell-based system, exhibits significantly lower multiplet rates compared to 10x Genomics by inspecting multiplets through automated microscopy. + Several methods have been developed to filter out doublets, each employing distinct algorithmic approaches and offering unique advantages. Notably, Scrublet demonstrates scalability, enabling analysis of large datasets, while doubletCells exhibits strong statistical stability across varying cell and gene numbers (Lun et al., 2016b; Wolock et al., 2019; Xi and Li, 2021). In terms of accuracy and impact on downstream analyses like differential gene expression, clustering, and trajectory inference, Dou- bletFinder outperforms the other doublet-detection methods suggested in this paper (McGinnis et al., 2019; Xi and Li, 2021). While these multiplet removal tools are useful, even the method with the highest multiplet-detection accuracy was rela- tively low at 0.537, and they exhibit substantial variation across different datasets (Xi and Li, 2021). Therefore, it is re- commended to employ an appropriate combination of auto- mated tools and manual inspection to account for the complexity of the conditions and samples. Cells co-expressing well-known markers of distinct cell types require careful scru- tiny. In some instances, such co-expressing cells have been identified as representing transitional states (Park et al., 2018). However, other studies have opted to remove co-expressing cells due to concerns about doublets (Karademir et al., 2022). After removing transcript contamination and multiplets, ad- ditional filtering is recommended to exclude cells with ex- cessively high or low gene/unique molecular identifier (UMI) counts. High counts may indicate multiplet artifacts, whereas low counts indicate potential low-quality cells (Kim et al., +2022; Park et al., 2018). + Additionally, cells with a mitochondrial percentage exceeding 5% to 15% were excluded as considered low-quality cells (Luo et al., 2021; Sikkema et al., 2023). However, the criteria for removing cells based on mitochondrial percent can vary + +depending on factors such as species, sample types, and ex- perimental conditions (Osorio and Cai, 2020; Subramanian et al., 2022). For instance, human samples often exhibit a higher percentage of mitochondrial genes compared to mice, and highly metabolically active tissues like kidneys may display robust expression of mitochondrial genes (Osorio and Cai, 2020; Uhlën et al., 2015). + +Strategies and Considerations in scRNA-seq Analysis After quality control, several important considerations arise in the analysis pipeline. Typically, factors such as total UMIs per cell, mitochondrial gene percentage, and stress signatures can be selected for regression out during scaling analysis to ad- dress unwanted technical and biological variations derived from sequencing depth and cellular stress (Hafemeister and Satija, 2019). Furthermore, the cell cycle score is regarded as a con- founding factor and regressed out to mitigate the effects of cell cycle heterogeneity (Luecken and Theis, 2019). + Dimensional reduction is performed to extract biological signals from the data, which requires users' decision to set a threshold. Recently, an unbiased scRNA-seq data analysis method, single-cell low-dimension embedding using effective noise subtraction, was developed, which reduces signal dis- tortion and detects biological signals without manual tuning (Kim et al., 2024b). Moreover, determining the optimal resolu- tion value for cell clustering is challenging, as it heavily relies on the unique characteristics of each dataset, the research pur- pose, and the specific cell types of interest to researchers. Hence, the following 2 types of strategies are recommended for determining clusters: The first approach employs a top-down strategy, classifying cells into the minimum number of main cell types and then further subclustering each main cell type. The second approach utilizes a bottom-up strategy, classifying cells into a large number of initial clusters and then merging clusters if a pair of clusters exhibits fewer than a certain number of dif- ferentially expressed genes (eg, 10 genes) (Kim et al., 2024a). When integrating multiple datasets for unified analysis, identifying batch effects is crucial. Batch effects stem from technical and experimental variations rather than biological differences, potentially causing clusters to appear as distinct cell types even when they are actually the same. A recent paper benchmarked batch correction methods and indicated that their performance varies depending on the scalability, complexity, and availability of cell annotations within the dataset (Luecken et al., 2022). For example, Harmony is a valuable option for simple integration tasks involving distinct batch and biological structures (Korsunsky et al., 2019). However, for more complex integration tasks such as tissue or organ atlases, tools like single-cell variational inference are more suitable (Lopez et al., 2018). Additionally, BBKNN (batch balanced k nearest neigh- bours) has demonstrated excellent performance in handling scalable data concerning runtime and memory efficiency (Polanski et al., 2020). While batch correction methods offer substantial robustness in mitigating unwanted variation, it is crucial to acknowledge that their application may not be uni- versally effective. For example, in heterogeneous samples such as tumors or cases involving biologically meaningful differences in experimental conditions, improper correction of heterogeneity + + + +could lead to unintended biases in the data analysis (Wu et al., 2021). Hence, it is strongly recommended to implement batch correction with careful consideration of the specific context and utmost caution. + Even after applying batch correction, uncertain clusters often remain. For instance, cell clusters of the same cell type may be segregated based on the total number of UMIs. This segrega- tion can result from biological variance or technical bias, and thus stably expressed genes are utilized to identify the source of this segregation (Lin et al., 2019). Differential expression of stably expressed genes across cells, correlating with variations in UMI depth, suggests a technical effect, potentially due to pooling inefficiencies. To minimize technical effects induced by pooling, alternative normalization methods are employed (Lun et al., 2016a). + Cell-type annotation of clusters is typically performed manually, relying on established marker gene expression pro- files within each cluster. However, this approach requires ex- pertise and is often time-consuming (Pasquini et al., 2021). Furthermore, annotating cell types can be particularly challen- ging in 3 scenarios: (1) accurate annotation of immune cell types often requires both positive and negative markers (Ianevski et al., 2022). (2) Annotating novel cell types can be difficult when distinct marker genes are lacking. (3) Distinguishing between multiple subcell types that exhibit si- milar expression patterns of known marker genes is also chal- lenging. In these cases, relying solely on specific marker genes may be insufficient for accurate annotation. Therefore, it is strongly recommended to adopt a combined strategy utilizing both manual expertise and automated annotation tools. Various automated cell-type annotation methods have been developed based on marker gene databases, correlation analysis, and supervised classification; further details are described in this benchmarking paper (Pasquini et al., 2021). Additionally, a Generative Pre-trained Transformers based approach has emerged, demonstrating high accuracy, low laboriousness, and consistency (Hou and Ji, 2024). + Collectively, this review offers useful and practical guidelines for quality control at each stage of analysis. We anticipate that this work will enhance the reliability and reproducibility of single- cell studies. + +FUNDING AND SUPPORT +This work was supported GIST-CNUH Research Collaboration grant and GIST-MIT Research collaboration grant funded by the GIST in 2024, and the National Research Foundation of Korea (NRF), funded by the Korean government (RS-2024- 00335026). + +AUTHOR CONTRIBUTIONS +G.D.K., C.L., and J.P. wrote the manuscript. All authors critically evaluated and approved the manuscript. + +DECLARATION OF COMPETING INTERESTS +The authors declare that they have no known competing fi- nancial interests or personal relationships that could have ap- peared to influence the work reported in this paper. + +ACKNOWLEDGMENTS +We thank all of Dr. Park's laboratory members for their helpful discussion and comments. + +ORCID + +Gyeong Dae Kim: https://orcid.org/0000-0002-9288-6341 Chaemin Lim: https://orcid.org/0009-0001-3959-8738 Jihwan Park: https://orcid.org/0000-0002-5728-912X + +Received May 1, 2024 +Revised July 19, 2024 +Accepted July 29, 2024 +Available online 31 July 2024. + +REFERENCES + +10X_GENOMICS. (2022). Chromium Single Cell 3' Reagent Kits User Guide (v3.1 Chemistry) (Online). https://www.10xgenomics.com/ support/single-cell-gene-expression/documentation/steps/library-prep/ chromium-single-cell-3-reagent-kits-user-guide-v-3-1-chemistry. +Choi, Y.H., and Kim, J.K. (2019). 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Gigascience, 9, giaa151. + + + + + + + + + + + + From b374ba3df76120f896f910b58c406506704f472b Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 28 Jul 2025 21:10:23 -0700 Subject: [PATCH 002/113] Imported RAG - first edit to MultiAgentTester --- benchmarking/prompt_testing/MultiAgentTester.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/benchmarking/prompt_testing/MultiAgentTester.py b/benchmarking/prompt_testing/MultiAgentTester.py index 19a587d..5edc864 100644 --- a/benchmarking/prompt_testing/MultiAgentTester.py +++ b/benchmarking/prompt_testing/MultiAgentTester.py @@ -61,6 +61,13 @@ print("[ERROR] Could not import backend.agents.agent_system", file=sys.stderr) raise +# ── RAG framework ----------------------------------------------------------- +try: + from benchmarking.rag.RetrievalAugmentedGeneration import RetrievalAugmentedGeneration as RAG +except ImportError: + print("[ERROR] Could not import backend.rag", file=sys.stderr) + raise + # ── Local helpers ----------------------------------------------------------- from benchmarking.core.io_helpers import ( extract_python_code, From 0a3e09c90653fd009ccb6a12d9a3e577874213e5 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 30 Jul 2025 13:54:04 -0700 Subject: [PATCH 003/113] changes to files rag --- .../rag/RetrievalAugmentedGeneration.py | 54 ++++++++++++------- 1 file changed, 35 insertions(+), 19 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 3b3d95b..edaada1 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -1,15 +1,25 @@ -import os -import urllib.request +from os import path +from urllib.request import urlopen from urllib.error import URLError -import chromadb -from chromadb.utils import embedding_functions +from chromadb import Client +from chromadb.utils.embedding_functions import DefaultEmbeddingFunction from langchain.text_splitter import RecursiveCharacterTextSplitter -import validators +from validators import url as is_url + + +""" +Fixes to make for the RAG model: +1. Think about altering collections to be class variables shared by all instances of the class +2. Think about adding some functions that allow the user to play around with diff settings for text +splitting and embedding distance calculations +3. Is web parsing happening accurately? +4. Can I spice up the custom error for expanded functionality? +""" class RetrievalAugmentedGeneration: def __init__(self): - self.embedding_fn = embedding_functions.DefaultEmbeddingFunction() - self.client = chromadb.Client() + self.embedding_fn = DefaultEmbeddingFunction() + self.client = Client() self.collection = self.client.get_or_create_collection( name="OLAF_collection", embedding_function=self.embedding_fn, @@ -35,14 +45,22 @@ def load_file(self, file_name): def load_url(self, url): try: - contents = urllib.request.urlopen(url) - contents = contents.read().decode('utf-8') - if not contents: - raise URLError("Empty URL") - return contents - except URLError as e: - print(f"{e}") - return "" + response = requests.get("https://api.example.com/data") + data = response.json() + if not data: + raise Exception + return data + except Exception: + try: + contents = urlopen(url) + contents = contents.read().decode('utf-8') + if not contents: + raise URLError("Empty URL") + return contents + except URLError as e: + print(f"Failed to fetch via urlopen: {e}") + return "" + @property def docs(self): @@ -50,11 +68,11 @@ def docs(self): @docs.setter def docs(self, file_name_or_url): - if os.path.isfile(file_name_or_url): + if path.isfile(file_name_or_url): file_contents = self.load_file(file_name_or_url) if file_contents: self._docs.append(file_contents) - elif validators.url(file_name_or_url): + elif is_url(file_name_or_url): url_contents = self.load_url(file_name_or_url) if url_contents: self._docs.append(url_contents) @@ -76,5 +94,3 @@ def rag(self, query, n_results=1, file_name_or_url=None): self.docs = file_name_or_url self.add_to_collection(self.chunks()) return self.query(query, n_results) - - From 80cd5a55f4815a6234300d49c32516c06a559e05 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 30 Jul 2025 14:45:15 -0700 Subject: [PATCH 004/113] RAG model working draft --- .../prompt_testing/MultiAgentTester.py | 9 +- .../rag/RetrievalAugmentedGeneration.py | 129 ++++++++++-------- 2 files changed, 73 insertions(+), 65 deletions(-) diff --git a/benchmarking/prompt_testing/MultiAgentTester.py b/benchmarking/prompt_testing/MultiAgentTester.py index 5edc864..a3b4514 100644 --- a/benchmarking/prompt_testing/MultiAgentTester.py +++ b/benchmarking/prompt_testing/MultiAgentTester.py @@ -61,13 +61,6 @@ print("[ERROR] Could not import backend.agents.agent_system", file=sys.stderr) raise -# ── RAG framework ----------------------------------------------------------- -try: - from benchmarking.rag.RetrievalAugmentedGeneration import RetrievalAugmentedGeneration as RAG -except ImportError: - print("[ERROR] Could not import backend.rag", file=sys.stderr) - raise - # ── Local helpers ----------------------------------------------------------- from benchmarking.core.io_helpers import ( extract_python_code, @@ -399,4 +392,4 @@ def main(): try: main() except KeyboardInterrupt: - console.print("\nInterrupted.") + console.print("\nInterrupted.") \ No newline at end of file diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index edaada1..8e4ad34 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -1,96 +1,111 @@ +import requests from os import path +import uuid +import chromadb +import langchain from urllib.request import urlopen from urllib.error import URLError -from chromadb import Client -from chromadb.utils.embedding_functions import DefaultEmbeddingFunction -from langchain.text_splitter import RecursiveCharacterTextSplitter from validators import url as is_url +import chromadb.utils.embedding_functions as ef +import langchain.text_splitter as txt_splitter +from pathlib import Path +# ── Collections Directory --------------------------------------------------------- +SCRIPT_DIR = Path(__file__).resolve().parent +PARENT_DIR = SCRIPT_DIR.parent +COLLECTION_DIR = PARENT_DIR / "rag" / "collections" - -""" -Fixes to make for the RAG model: -1. Think about altering collections to be class variables shared by all instances of the class -2. Think about adding some functions that allow the user to play around with diff settings for text -splitting and embedding distance calculations -3. Is web parsing happening accurately? -4. Can I spice up the custom error for expanded functionality? -""" class RetrievalAugmentedGeneration: - def __init__(self): - self.embedding_fn = DefaultEmbeddingFunction() - self.client = Client() - self.collection = self.client.get_or_create_collection( - name="OLAF_collection", - embedding_function=self.embedding_fn, - metadata={"hnsw:space": "cosine"} - ) - self.text_splitter = RecursiveCharacterTextSplitter( - separators=["\n\n", "\n", ".", "!", "?", ","], - chunk_size=200, - chunk_overlap=50 + def __init__(self, + embedding_fn=None, + collection_name="OLAF", + distance_metric="cosine", + seperators=["\n\n", "\n", ".", "!", "?", ","], + chunk_size=600, + chunk_overlap=50): + + # Persistent Collection is retained on disk memory if directory found, else, create temporary client + if COLLECTION_DIR.is_dir(): + self.client = chromadb.PersistentClient(path=str(COLLECTION_DIR)) + else: + self.client = chromadb.Client() + + # Implement with User Parameters + try: + self.collection = self.client.get_or_create_collection( + name=collection_name, + embedding_function=embedding_fn or ef.DefaultEmbeddingFunction(), + metadata={"hnsw:space": distance_metric} + ) + except Exception as e: + print(f"Failed to create collection '{collection_name}' with embedding function {embedding_fn} and distance '{distance_metric}': {e}") + print("Reverting to default configuration") + self.collection = self.client.get_or_create_collection(name="OLAF") + + self.text_splitter = txt_splitter.RecursiveCharacterTextSplitter( + separators=seperators, + chunk_size=chunk_size, + chunk_overlap=chunk_overlap ) + self._docs = [] - def load_file(self, file_name): + def load_file(self, file_name: str) -> str: try: - with open(file_name, "r") as f: + with open(file_name, "r", encoding="utf-8") as f: contents = f.read() if not contents: - raise FileNotFoundError("Empty file") + raise FileNotFoundError("Empty or Invalid file") return contents except FileNotFoundError as e: print(f"{e}") return "" - def load_url(self, url): + def load_url(self, url: str) -> str: try: - response = requests.get("https://api.example.com/data") - data = response.json() - if not data: - raise Exception - return data - except Exception: + response = requests.get(url) + response.raise_for_status() + contents = response.text + if not contents: + raise ValueError("Empty or Invalid URL") + return contents + except (requests.exceptions.RequestException, ValueError): try: - contents = urlopen(url) - contents = contents.read().decode('utf-8') + contents = urlopen(url).read().decode('utf-8') if not contents: - raise URLError("Empty URL") + raise URLError("Empty or Invalid URL") return contents - except URLError as e: - print(f"Failed to fetch via urlopen: {e}") + except Exception as e: + print(f"Failed to fetch via requests and urlopen: {e}") return "" - @property - def docs(self): + def docs(self) -> list[str]: return self._docs @docs.setter - def docs(self, file_name_or_url): + def docs(self, file_name_or_url: str): if path.isfile(file_name_or_url): file_contents = self.load_file(file_name_or_url) - if file_contents: + if file_contents and file_contents not in self._docs: self._docs.append(file_contents) + print(f"Loaded file: {file_name_or_url}") elif is_url(file_name_or_url): url_contents = self.load_url(file_name_or_url) - if url_contents: + if url_contents and url_contents not in self._docs: self._docs.append(url_contents) + print(f"Loaded URL: {file_name_or_url}") else: print("Could not find valid URL or file") - - def chunks(self): - chunks = self.text_splitter.create_documents(self.docs) - return [chunk.page_content for chunk in chunks] - def add_to_collection(self, chunk_texts): - self.collection.add(documents=chunk_texts, ids=[f"id_{i}" for i in range(len(chunk_texts))]) + def add_to_collection(self, file_name_or_url: str, n_results: int = 1): + self.docs = file_name_or_url + chunks = self.text_splitter.create_documents(self._docs) + chunks = [chunk.page_content for chunk in chunks] - def query(self, query: str, n_results: int): - return self.collection.query(query_texts=[query], n_results=n_results) + ids = [str(uuid.uuid4()) for _ in range(len(chunks))] + + self.collection.add(documents=chunks, ids=ids) - def rag(self, query, n_results=1, file_name_or_url=None): - if file_name_or_url: - self.docs = file_name_or_url - self.add_to_collection(self.chunks()) - return self.query(query, n_results) + def query(self, query: str, n_results: int = 1): + return self.collection.query(query_texts=[query], n_results=n_results) From 60eb425cf9106ee5c27fd66761d2f7fc11d267ca Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 30 Jul 2025 15:53:44 -0700 Subject: [PATCH 005/113] improved format --- .../rag/RetrievalAugmentedGeneration.py | 58 ++++++++++++++----- 1 file changed, 42 insertions(+), 16 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 8e4ad34..85f5a53 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -1,16 +1,24 @@ -import requests -from os import path import uuid -import chromadb -import langchain +from os import path from urllib.request import urlopen from urllib.error import URLError -from validators import url as is_url -import chromadb.utils.embedding_functions as ef -import langchain.text_splitter as txt_splitter from pathlib import Path +# ── Dependencies ------------------------------------------------------------ +try: + import requests + import chromadb + import langchain + import chromadb.utils.embedding_functions as ef + import langchain.text_splitter as txt_splitter + from validators import url as is_url + from rich.console import Console +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + # ── Collections Directory --------------------------------------------------------- +console = Console() SCRIPT_DIR = Path(__file__).resolve().parent PARENT_DIR = SCRIPT_DIR.parent COLLECTION_DIR = PARENT_DIR / "rag" / "collections" @@ -38,8 +46,8 @@ def __init__(self, metadata={"hnsw:space": distance_metric} ) except Exception as e: - print(f"Failed to create collection '{collection_name}' with embedding function {embedding_fn} and distance '{distance_metric}': {e}") - print("Reverting to default configuration") + console.print(f"[red] Failed to create collection '{collection_name}' with embedding function {embedding_fn} and distance '{distance_metric}': {e}") + console.print(f"[yellow]🔄 Reverting to default configuration") self.collection = self.client.get_or_create_collection(name="OLAF") self.text_splitter = txt_splitter.RecursiveCharacterTextSplitter( @@ -58,7 +66,7 @@ def load_file(self, file_name: str) -> str: raise FileNotFoundError("Empty or Invalid file") return contents except FileNotFoundError as e: - print(f"{e}") + console.print(f"[red] {e}") return "" def load_url(self, url: str) -> str: @@ -76,7 +84,7 @@ def load_url(self, url: str) -> str: raise URLError("Empty or Invalid URL") return contents except Exception as e: - print(f"Failed to fetch via requests and urlopen: {e}") + console.print(f"[red] Failed to fetch via requests and urlopen: {e}") return "" @property @@ -89,23 +97,41 @@ def docs(self, file_name_or_url: str): file_contents = self.load_file(file_name_or_url) if file_contents and file_contents not in self._docs: self._docs.append(file_contents) - print(f"Loaded file: {file_name_or_url}") + console.print(f"[green] Loaded file: {file_name_or_url}") elif is_url(file_name_or_url): url_contents = self.load_url(file_name_or_url) if url_contents and url_contents not in self._docs: self._docs.append(url_contents) - print(f"Loaded URL: {file_name_or_url}") + console.print(f"[green] Loaded URL: {file_name_or_url}") else: - print("Could not find valid URL or file") + console.print(f"[red]Could not find valid URL or file") def add_to_collection(self, file_name_or_url: str, n_results: int = 1): self.docs = file_name_or_url + if self.retrieve_doc_by_source(file_name_or_url): #check if source already exists + console.print(f"[yellow] Redirecting ... Source exists {file_name_or_url}") + return chunks = self.text_splitter.create_documents(self._docs) chunks = [chunk.page_content for chunk in chunks] - + metadatas = [{"source": file_name_or_url} for _ in range(len(chunks))] ids = [str(uuid.uuid4()) for _ in range(len(chunks))] + self.collection.add(documents=chunks, ids=ids, metadatas=metadatas) - self.collection.add(documents=chunks, ids=ids) + def retrieve_doc_by_source(self, source: str)->list[str]: + documents = self.collection.query( + query_texts=[""], + n_results=1, + where={"source": file_name_or_url} + ) + return documents + + def retrieve_doc_by_id(self, ids: int)->list[str]: + documents = self.collection.query( + query_texts=[""], + n_results=1, + ids=ids + ) + return documents def query(self, query: str, n_results: int = 1): return self.collection.query(query_texts=[query], n_results=n_results) From 09ed4d726e4f80c38e9b404827addc6cef9ec7d3 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 30 Jul 2025 16:14:19 -0700 Subject: [PATCH 006/113] HTTPclient change - unfixed --- benchmarking/rag/RetrievalAugmentedGeneration.py | 16 ++++++---------- 1 file changed, 6 insertions(+), 10 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 85f5a53..c9e6156 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -3,6 +3,7 @@ from urllib.request import urlopen from urllib.error import URLError from pathlib import Path +import sys # ── Dependencies ------------------------------------------------------------ try: @@ -24,6 +25,7 @@ COLLECTION_DIR = PARENT_DIR / "rag" / "collections" class RetrievalAugmentedGeneration: + client = chromadb.HttpClient(host="YOUR_SERVER_IP", port=8000) def __init__(self, embedding_fn=None, collection_name="OLAF", @@ -32,15 +34,9 @@ def __init__(self, chunk_size=600, chunk_overlap=50): - # Persistent Collection is retained on disk memory if directory found, else, create temporary client - if COLLECTION_DIR.is_dir(): - self.client = chromadb.PersistentClient(path=str(COLLECTION_DIR)) - else: - self.client = chromadb.Client() - # Implement with User Parameters try: - self.collection = self.client.get_or_create_collection( + self.collection = RetrievalAugmentedGeneration.client.get_or_create_collection( name=collection_name, embedding_function=embedding_fn or ef.DefaultEmbeddingFunction(), metadata={"hnsw:space": distance_metric} @@ -48,7 +44,7 @@ def __init__(self, except Exception as e: console.print(f"[red] Failed to create collection '{collection_name}' with embedding function {embedding_fn} and distance '{distance_metric}': {e}") console.print(f"[yellow]🔄 Reverting to default configuration") - self.collection = self.client.get_or_create_collection(name="OLAF") + self.collection = RetrievalAugmentedGeneration.client.get_or_create_collection(name="OLAF") self.text_splitter = txt_splitter.RecursiveCharacterTextSplitter( separators=seperators, @@ -121,11 +117,11 @@ def retrieve_doc_by_source(self, source: str)->list[str]: documents = self.collection.query( query_texts=[""], n_results=1, - where={"source": file_name_or_url} + where={"source": source} ) return documents - def retrieve_doc_by_id(self, ids: int)->list[str]: + def retrieve_doc_by_id(self, ids: list[str)->list[str]: documents = self.collection.query( query_texts=[""], n_results=1, From f662f57b071f8bc12e155fa11d1f0ecdaa3d2ff6 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 5 Aug 2025 09:54:09 -0700 Subject: [PATCH 007/113] more prelim changes to the rag model --- .../rag/RetrievalAugmentedGeneration.py | 142 +++------- .../rag/dataset/scrnaseq_handbook.txt | 264 ------------------ 2 files changed, 32 insertions(+), 374 deletions(-) delete mode 100644 benchmarking/rag/dataset/scrnaseq_handbook.txt diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index c9e6156..811651c 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -8,10 +8,7 @@ # ── Dependencies ------------------------------------------------------------ try: import requests - import chromadb - import langchain - import chromadb.utils.embedding_functions as ef - import langchain.text_splitter as txt_splitter + import numpy as np from validators import url as is_url from rich.console import Console except ImportError as e: @@ -22,112 +19,37 @@ console = Console() SCRIPT_DIR = Path(__file__).resolve().parent PARENT_DIR = SCRIPT_DIR.parent -COLLECTION_DIR = PARENT_DIR / "rag" / "collections" +EMBEDDING_DIR = PARENT_DIR / "rag" / "collections" +''' +1. Function to convert documents into embeddings +2. Store the documents in 'collections' folder +3. Retrieve the embeddings +Encode the query +Compare to the query using cosine similarity +''' class RetrievalAugmentedGeneration: - client = chromadb.HttpClient(host="YOUR_SERVER_IP", port=8000) - def __init__(self, - embedding_fn=None, - collection_name="OLAF", - distance_metric="cosine", - seperators=["\n\n", "\n", ".", "!", "?", ","], - chunk_size=600, - chunk_overlap=50): - - # Implement with User Parameters - try: - self.collection = RetrievalAugmentedGeneration.client.get_or_create_collection( - name=collection_name, - embedding_function=embedding_fn or ef.DefaultEmbeddingFunction(), - metadata={"hnsw:space": distance_metric} - ) - except Exception as e: - console.print(f"[red] Failed to create collection '{collection_name}' with embedding function {embedding_fn} and distance '{distance_metric}': {e}") - console.print(f"[yellow]🔄 Reverting to default configuration") - self.collection = RetrievalAugmentedGeneration.client.get_or_create_collection(name="OLAF") - - self.text_splitter = txt_splitter.RecursiveCharacterTextSplitter( - separators=seperators, - chunk_size=chunk_size, - chunk_overlap=chunk_overlap - ) - - self._docs = [] - - def load_file(self, file_name: str) -> str: - try: - with open(file_name, "r", encoding="utf-8") as f: - contents = f.read() - if not contents: - raise FileNotFoundError("Empty or Invalid file") - return contents - except FileNotFoundError as e: - console.print(f"[red] {e}") - return "" - - def load_url(self, url: str) -> str: - try: - response = requests.get(url) - response.raise_for_status() - contents = response.text - if not contents: - raise ValueError("Empty or Invalid URL") - return contents - except (requests.exceptions.RequestException, ValueError): - try: - contents = urlopen(url).read().decode('utf-8') - if not contents: - raise URLError("Empty or Invalid URL") - return contents - except Exception as e: - console.print(f"[red] Failed to fetch via requests and urlopen: {e}") - return "" - - @property - def docs(self) -> list[str]: - return self._docs - - @docs.setter - def docs(self, file_name_or_url: str): - if path.isfile(file_name_or_url): - file_contents = self.load_file(file_name_or_url) - if file_contents and file_contents not in self._docs: - self._docs.append(file_contents) - console.print(f"[green] Loaded file: {file_name_or_url}") - elif is_url(file_name_or_url): - url_contents = self.load_url(file_name_or_url) - if url_contents and url_contents not in self._docs: - self._docs.append(url_contents) - console.print(f"[green] Loaded URL: {file_name_or_url}") - else: - console.print(f"[red]Could not find valid URL or file") - - def add_to_collection(self, file_name_or_url: str, n_results: int = 1): - self.docs = file_name_or_url - if self.retrieve_doc_by_source(file_name_or_url): #check if source already exists - console.print(f"[yellow] Redirecting ... Source exists {file_name_or_url}") - return - chunks = self.text_splitter.create_documents(self._docs) - chunks = [chunk.page_content for chunk in chunks] - metadatas = [{"source": file_name_or_url} for _ in range(len(chunks))] - ids = [str(uuid.uuid4()) for _ in range(len(chunks))] - self.collection.add(documents=chunks, ids=ids, metadatas=metadatas) - - def retrieve_doc_by_source(self, source: str)->list[str]: - documents = self.collection.query( - query_texts=[""], - n_results=1, - where={"source": source} - ) - return documents + model = SentenceTransformer('all-MiniLM-L6-v2') + def __init__(self, query): + self.docs = [] + self.query = [query] - def retrieve_doc_by_id(self, ids: list[str)->list[str]: - documents = self.collection.query( - query_texts=[""], - n_results=1, - ids=ids - ) - return documents - - def query(self, query: str, n_results: int = 1): - return self.collection.query(query_texts=[query], n_results=n_results) + def create_embeddings(self, texts): + embeddings = RetrievalAugmentedGeneration.model.encode(texts) + with open("", w) as f: + f.write(embeddings) + console.print(f"[green]New embeddings successfully generated and stored to: {EMBEDDING_DIR}") + + @classmethod + def cosine_similarity(cls, A, B): + dot_product = np.dot(A, B) + norm_A = np.linalg.norm(A) + norm_B = np.linalg.norm(B) + cos_sim = dot_product / (norm_A * norm_B) + return cos_sim + + def query(self, query): + query_embedding = RetrievalAugmentedGeneration.model.encode([query]) + sims = cosine_similarity(query_embedding, embeddings) + most_similar_idx = np.argmax(sims) + \ No newline at end of file diff --git a/benchmarking/rag/dataset/scrnaseq_handbook.txt b/benchmarking/rag/dataset/scrnaseq_handbook.txt deleted file mode 100644 index ae1c764..0000000 --- a/benchmarking/rag/dataset/scrnaseq_handbook.txt +++ /dev/null @@ -1,264 +0,0 @@ -Molecules and Cells MiniResource -A practical handbook on single-cell RNA sequencing data quality control and downstream analysis -Gyeong Dae Kim†, Chaemin Lim†, and Jihwan Park? -School of Life Sciences, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea -?Corresponding author. jihwan.park@gist.ac.kr https://doi.org/10.1016/j.mocell.2024.100103 - -ABSTRACT -Advancements in single-cell analysis have facilitated high-resolution observation of the transcriptome in individual cells. However, standards for obtaining high-quality cells and data analysis pipelines remain variable. Here, we provide the groundwork for improving the quality of single-cell analysis by delineating guidelines for selecting high-quality cells and considerations throughout the analysis. This review will streamline researchers' access to single-cell analysis and serve as a valuable guide for analysis. -(c) 2024 The Author(s). Published by Elsevier Inc. on behalf of Korean Society for Molecular and Cellular Biology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). - -Keywords: Downstream analysis, Quality control, Single-cell RNA sequencing - - - -INTRODUCTION - -The emergence of single-cell technology has revolutionized biomedical science, enabling comprehensive exploration of cellular heterogeneity, individual cell characteristics, and cell lineage trajectory (Kim and Park, 2021; Yoon et al., 2024). Despite these advancements, challenges persist due to batch effects arising from variations such as tissue storage, dis- sociation processes, and sequencing library preparation, leading to inconsistent results (Lee et al., 2021). Moreover, in- herent technical hurdles yield highly sparse data, complicating result interpretation (Choi and Kim, 2019). In response, various computational tools and quality control measures have been proposed, yet the absence of consensus guidelines poses a significant challenge in applying these tools to highly variable experimental conditions and samples. - Additionally, downstream analysis involves several time- consuming steps, each demanding careful evaluation for result appropriateness. While various tools are available for these downstream analyses, including batch correction, dimension reduction, clustering, and cell-type annotation, those with lim- ited experience in single-cell analysis still find it challenging to determine the appropriate tool for specific circumstances and conditions. - Beyond the studies benchmarking and explaining each step in quality control and downstream analysis, our objective is to address practical challenges by offering a comprehensive guideline for quality control and each stage of downstream analysis (Fig. 1). In particular, we focused on barcode-based - - -† These authors contributed equally to this work as the first authors. - -single-cell RNA sequencing (scRNA-seq) techniques that are widely used, including droplet-, microwell-, and combinatorial barcoding-based methods. Consequently, we aim to enhance the reliability and reproducibility of commonly employed single- cell studies. - -MAIN BODY - -Considerations in Transcripts Quality Control -To ensure the reliability and quality of the analysis results, it is crucial to address artifact transcripts like ambient RNAs. For example, transcripts from damaged or apoptotic cells may leak out from cells during single-cell isolation, exist in the solution, and then potentially become encapsulated in droplets along with other cells. Besides these ambient RNAs, contamination between transcripts may arise by evaporation in plate-based protocols and from chimeric complementary DNA being called "barcode swap" due to incorrect binding between barcodes during sequencing (Maxwell et al., 2023; Wagener and Plennevaux, 2014; Yang et al., 2020). These transcripts com- plicate cell-type annotation by contaminating endogenous gene expression profiling and lead differences by ambient profiles rather than true biological differences. Hence, we should con- sider removing genes as artifact RNA in the following cases: (1) detection of cell-type-specific markers from other cell types, particularly those derived from cells with a higher proportion in the given tissue; (2) genes from cells displaying elevated levels of mitochondrial genes. Given that these cells, expressing high mitochondrial genes, are likely dead or dying, the transcripts may include RNAs originating from cell-free sources. - To remove ambient RNA contamination, several tools were developed. SoupX does not depend significantly on - - -eISSN: 1016-8478 / (c) 2024 The Author(s). Published by Elsevier Inc. on behalf of Korean Society for Molecular and Cellular Biology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). - - -Considerations in quality control Considerations in downstream analysis - - - - - - - - -Multiplet - - - - - -bead - -Cell viability - - - - - - - - - -• Cellular viability -- Mitochondrial percent -- Excessively low gene/UMI counts - - - -Clustering - - - - - -• Regression out -- UMI counts -- Mitochondrial gene -- Cell cycle - -• Clustering strategy -- Top-down strategy -- Bottom-up strategy - - - - -Cluster annotation - - -• Multiplet detection -- Manual inspection -- Automated tools - - - Transcripts contamination - - - - -Cellular stress - - - -Batch correction -• -Manual annotation -• Automated tools - - - -bead -• -Simple integration -- Harmony - - - -• Contamination origin -- Ambient RNA -- Barcode swap -- Evaporation -(plate-based protocol) - -• Considerations of remove -- Ribosomal gene -- Immunoglobulin -- HLA genes -- Specific lncRNA - - - - - - - -• Cellular stress origin -- Dissociation stress -- Biological stress -• -Complex integration -- scVI - -• Scalable data -- BBKNN - - -Fig. 1. Factors requiring quality control in single-cell RNA sequencing analysis and considerations in each factor (left). Stages of down- stream analysis after quality control and considerations at each stage (right). IncRNA, long non-coding RNA. - - - -precise pre-annotation, but it does require prior knowledge of the user's marker genes due to the necessity of manual input (Young and Behjati, 2020). Notably, SoupX performs much better with single-nucleus compared to single-cell data (Janssen et al., 2023). CellBender is suited for cleaning up and extracting the biological signal from noisy datasets, providing the most accurate estimation of background noise when compared to other tools (Fleming et al., 2023; Janssen et al., 2023). - - - Apart from ambient RNAs, specific studies have considered ribosomal genes, immunoglobulin genes, human leukocyte antigens genes, and specific long non-coding RNA (eg, me- tastasis-associated lung adenocarcinoma transcript 1) as ele- ments that should be filtered out. This is because they can induce unwanted batch effects in downstream clustering steps due to their overabundant expression and uncertain origination from various cell types (Gharaie et al., 2023; Kunes et al., 2024; Smillie et al., 2019). - - - - In addition, genes or cells associated with stress signatures are considered for removal since they can reduce the reliability of re- sults. Stress-related genes are induced by various factors, such as sample storage and dissociation, and the values may vary following cellular structure and characteristics even in the same sample. To identify stress signatures, approximately 200 dissociation-related genes or stress-related genes have been suggested (Romanov et al., 2020; van den Brink et al., 2017). However, it is crucial to cautiously approach their removal, as stress-related gene expres- sion can reflect biological response and disease status. - -Considerations in Cellular Quality Control -A doublet or multiplet, where more than 1 cell is captured within a single droplet or microwell, arose as a technical artifact during the scRNA-seq library preparation process. The multiplet rate is influenced by the scRNA-seq platform and the number of loaded cells (Depasquale et al., 2019; Nguyen et al., 2018). For instance, 10x Genomics, which utilizes a droplet-based plat- form, reported that when 7,000 target cells are loaded, 378 multiplets are identified, constituting 5.4% of the total cells (10X_Genomics, 2022). Notably, this rate escalates to 7.6% when the number of target cells is increased to 10,000. In contrast, the BD rhapsody platform, which is based on a mi- crowell-based system, exhibits significantly lower multiplet rates compared to 10x Genomics by inspecting multiplets through automated microscopy. - Several methods have been developed to filter out doublets, each employing distinct algorithmic approaches and offering unique advantages. Notably, Scrublet demonstrates scalability, enabling analysis of large datasets, while doubletCells exhibits strong statistical stability across varying cell and gene numbers (Lun et al., 2016b; Wolock et al., 2019; Xi and Li, 2021). In terms of accuracy and impact on downstream analyses like differential gene expression, clustering, and trajectory inference, Dou- bletFinder outperforms the other doublet-detection methods suggested in this paper (McGinnis et al., 2019; Xi and Li, 2021). While these multiplet removal tools are useful, even the method with the highest multiplet-detection accuracy was rela- tively low at 0.537, and they exhibit substantial variation across different datasets (Xi and Li, 2021). Therefore, it is re- commended to employ an appropriate combination of auto- mated tools and manual inspection to account for the complexity of the conditions and samples. Cells co-expressing well-known markers of distinct cell types require careful scru- tiny. In some instances, such co-expressing cells have been identified as representing transitional states (Park et al., 2018). However, other studies have opted to remove co-expressing cells due to concerns about doublets (Karademir et al., 2022). After removing transcript contamination and multiplets, ad- ditional filtering is recommended to exclude cells with ex- cessively high or low gene/unique molecular identifier (UMI) counts. High counts may indicate multiplet artifacts, whereas low counts indicate potential low-quality cells (Kim et al., -2022; Park et al., 2018). - Additionally, cells with a mitochondrial percentage exceeding 5% to 15% were excluded as considered low-quality cells (Luo et al., 2021; Sikkema et al., 2023). However, the criteria for removing cells based on mitochondrial percent can vary - -depending on factors such as species, sample types, and ex- perimental conditions (Osorio and Cai, 2020; Subramanian et al., 2022). For instance, human samples often exhibit a higher percentage of mitochondrial genes compared to mice, and highly metabolically active tissues like kidneys may display robust expression of mitochondrial genes (Osorio and Cai, 2020; Uhlën et al., 2015). - -Strategies and Considerations in scRNA-seq Analysis After quality control, several important considerations arise in the analysis pipeline. Typically, factors such as total UMIs per cell, mitochondrial gene percentage, and stress signatures can be selected for regression out during scaling analysis to ad- dress unwanted technical and biological variations derived from sequencing depth and cellular stress (Hafemeister and Satija, 2019). Furthermore, the cell cycle score is regarded as a con- founding factor and regressed out to mitigate the effects of cell cycle heterogeneity (Luecken and Theis, 2019). - Dimensional reduction is performed to extract biological signals from the data, which requires users' decision to set a threshold. Recently, an unbiased scRNA-seq data analysis method, single-cell low-dimension embedding using effective noise subtraction, was developed, which reduces signal dis- tortion and detects biological signals without manual tuning (Kim et al., 2024b). Moreover, determining the optimal resolu- tion value for cell clustering is challenging, as it heavily relies on the unique characteristics of each dataset, the research pur- pose, and the specific cell types of interest to researchers. Hence, the following 2 types of strategies are recommended for determining clusters: The first approach employs a top-down strategy, classifying cells into the minimum number of main cell types and then further subclustering each main cell type. The second approach utilizes a bottom-up strategy, classifying cells into a large number of initial clusters and then merging clusters if a pair of clusters exhibits fewer than a certain number of dif- ferentially expressed genes (eg, 10 genes) (Kim et al., 2024a). When integrating multiple datasets for unified analysis, identifying batch effects is crucial. Batch effects stem from technical and experimental variations rather than biological differences, potentially causing clusters to appear as distinct cell types even when they are actually the same. A recent paper benchmarked batch correction methods and indicated that their performance varies depending on the scalability, complexity, and availability of cell annotations within the dataset (Luecken et al., 2022). For example, Harmony is a valuable option for simple integration tasks involving distinct batch and biological structures (Korsunsky et al., 2019). However, for more complex integration tasks such as tissue or organ atlases, tools like single-cell variational inference are more suitable (Lopez et al., 2018). Additionally, BBKNN (batch balanced k nearest neigh- bours) has demonstrated excellent performance in handling scalable data concerning runtime and memory efficiency (Polanski et al., 2020). While batch correction methods offer substantial robustness in mitigating unwanted variation, it is crucial to acknowledge that their application may not be uni- versally effective. For example, in heterogeneous samples such as tumors or cases involving biologically meaningful differences in experimental conditions, improper correction of heterogeneity - - - -could lead to unintended biases in the data analysis (Wu et al., 2021). Hence, it is strongly recommended to implement batch correction with careful consideration of the specific context and utmost caution. - Even after applying batch correction, uncertain clusters often remain. For instance, cell clusters of the same cell type may be segregated based on the total number of UMIs. This segrega- tion can result from biological variance or technical bias, and thus stably expressed genes are utilized to identify the source of this segregation (Lin et al., 2019). Differential expression of stably expressed genes across cells, correlating with variations in UMI depth, suggests a technical effect, potentially due to pooling inefficiencies. To minimize technical effects induced by pooling, alternative normalization methods are employed (Lun et al., 2016a). - Cell-type annotation of clusters is typically performed manually, relying on established marker gene expression pro- files within each cluster. However, this approach requires ex- pertise and is often time-consuming (Pasquini et al., 2021). Furthermore, annotating cell types can be particularly challen- ging in 3 scenarios: (1) accurate annotation of immune cell types often requires both positive and negative markers (Ianevski et al., 2022). (2) Annotating novel cell types can be difficult when distinct marker genes are lacking. (3) Distinguishing between multiple subcell types that exhibit si- milar expression patterns of known marker genes is also chal- lenging. In these cases, relying solely on specific marker genes may be insufficient for accurate annotation. Therefore, it is strongly recommended to adopt a combined strategy utilizing both manual expertise and automated annotation tools. Various automated cell-type annotation methods have been developed based on marker gene databases, correlation analysis, and supervised classification; further details are described in this benchmarking paper (Pasquini et al., 2021). Additionally, a Generative Pre-trained Transformers based approach has emerged, demonstrating high accuracy, low laboriousness, and consistency (Hou and Ji, 2024). - Collectively, this review offers useful and practical guidelines for quality control at each stage of analysis. We anticipate that this work will enhance the reliability and reproducibility of single- cell studies. - -FUNDING AND SUPPORT -This work was supported GIST-CNUH Research Collaboration grant and GIST-MIT Research collaboration grant funded by the GIST in 2024, and the National Research Foundation of Korea (NRF), funded by the Korean government (RS-2024- 00335026). - -AUTHOR CONTRIBUTIONS -G.D.K., C.L., and J.P. wrote the manuscript. All authors critically evaluated and approved the manuscript. - -DECLARATION OF COMPETING INTERESTS -The authors declare that they have no known competing fi- nancial interests or personal relationships that could have ap- peared to influence the work reported in this paper. - -ACKNOWLEDGMENTS -We thank all of Dr. Park's laboratory members for their helpful discussion and comments. - -ORCID - -Gyeong Dae Kim: https://orcid.org/0000-0002-9288-6341 Chaemin Lim: https://orcid.org/0009-0001-3959-8738 Jihwan Park: https://orcid.org/0000-0002-5728-912X - -Received May 1, 2024 -Revised July 19, 2024 -Accepted July 29, 2024 -Available online 31 July 2024. - -REFERENCES - -10X_GENOMICS. (2022). Chromium Single Cell 3' Reagent Kits User Guide (v3.1 Chemistry) (Online). https://www.10xgenomics.com/ support/single-cell-gene-expression/documentation/steps/library-prep/ chromium-single-cell-3-reagent-kits-user-guide-v-3-1-chemistry. -Choi, Y.H., and Kim, J.K. (2019). 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Gigascience, 9, giaa151. - - - - - - - - - - - - From e3214b6c0217e3471965eddfbd123fb2873e9d2c Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 5 Aug 2025 10:19:44 -0700 Subject: [PATCH 008/113] initial working prototype revised --- .../rag/RetrievalAugmentedGeneration.py | 35 ++++++++++++++----- 1 file changed, 27 insertions(+), 8 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 811651c..34e2b2b 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -19,7 +19,8 @@ console = Console() SCRIPT_DIR = Path(__file__).resolve().parent PARENT_DIR = SCRIPT_DIR.parent -EMBEDDING_DIR = PARENT_DIR / "rag" / "collections" +EMBEDDING_DIR = PARENT_DIR / "rag" +EMBEDDING_FILE = PARENT_DIR / "rag" / "embeddings.json" ''' 1. Function to convert documents into embeddings 2. Store the documents in 'collections' folder @@ -31,14 +32,31 @@ class RetrievalAugmentedGeneration: model = SentenceTransformer('all-MiniLM-L6-v2') def __init__(self, query): - self.docs = [] + self.embeddings = load_embeddings() self.query = [query] + + def load_embeddings(self): + embeddings = [] + try: + with open(EMBEDDING_FILE, "r") as f: + for line in f: + embedding = json.loads(line.strip()) + embeddings.append(np.array(embedding)) + except FileNotFoundError as e: + console.log(f"[red]Empty or invalid file") + return embeddings + def create_embeddings(self, texts): - embeddings = RetrievalAugmentedGeneration.model.encode(texts) - with open("", w) as f: - f.write(embeddings) - console.print(f"[green]New embeddings successfully generated and stored to: {EMBEDDING_DIR}") + embedding = RetrievalAugmentedGeneration.model.encode(texts) + try: + with open(EMBEDDING_FILE, "w") as f: + for emb in embedding: + f.write(json.dumps(emb.tolist()) + "\n") #convert to list, add newline, and dump as json + self.embeddings.append(embedding) + console.print(f"[green]New embeddings successfully generated and stored to {EMBEDDING_FILE}") + except ValueError as e: + console.print(f"[red]Invalid or missing input") @classmethod def cosine_similarity(cls, A, B): @@ -50,6 +68,7 @@ def cosine_similarity(cls, A, B): def query(self, query): query_embedding = RetrievalAugmentedGeneration.model.encode([query]) - sims = cosine_similarity(query_embedding, embeddings) - most_similar_idx = np.argmax(sims) + sims = cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.embeddings[idx] \ No newline at end of file From 80969dd976716a720ad9512cac154a2aec9d8756 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 5 Aug 2025 12:06:27 -0700 Subject: [PATCH 009/113] added in functions.json and embeddings.json --- .../rag/RetrievalAugmentedGeneration.py | 30 ++++++++++++++----- benchmarking/rag/embeddings.json | 1 + benchmarking/rag/functions.json | 1 + 3 files changed, 25 insertions(+), 7 deletions(-) create mode 100644 benchmarking/rag/embeddings.json create mode 100644 benchmarking/rag/functions.json diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 34e2b2b..495b599 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -9,6 +9,7 @@ try: import requests import numpy as np + import from validators import url as is_url from rich.console import Console except ImportError as e: @@ -19,8 +20,9 @@ console = Console() SCRIPT_DIR = Path(__file__).resolve().parent PARENT_DIR = SCRIPT_DIR.parent -EMBEDDING_DIR = PARENT_DIR / "rag" -EMBEDDING_FILE = PARENT_DIR / "rag" / "embeddings.json" +EMBEDDING_DIR = PARENT_DIR / "benchmarking" / "rag" +EMBEDDING_FILE = EMBEDDING_DIR / "embeddings.json" +FUNCTIONS_FILE = EMBEDDING_DIR / "functions.json" ''' 1. Function to convert documents into embeddings 2. Store the documents in 'collections' folder @@ -28,12 +30,21 @@ Encode the query Compare to the query using cosine similarity ''' - class RetrievalAugmentedGeneration: model = SentenceTransformer('all-MiniLM-L6-v2') - def __init__(self, query): + def __init__(self): self.embeddings = load_embeddings() - self.query = [query] + self.query = [] + + def extract_and_embed_scib(self, url): + response = requests.get(url) + soup = BeautifulSoup(response.text, 'html.parser') + func_def = soup.find('h1').get_text(strip=True) + func_descr = soup.select_one("dt.sig.sig-object.py").get_text(strip=True) + with open(FUNCTIONS_FILE, "w") as f: + f.write(json.dumps(func_def.tolist()) + "\n") + create_embeddings(func_descr) + return func_def, func_descr def load_embeddings(self): embeddings = [] @@ -67,8 +78,13 @@ def cosine_similarity(cls, A, B): return cos_sim def query(self, query): + self.query.append(query) query_embedding = RetrievalAugmentedGeneration.model.encode([query]) sims = cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.embeddings[idx] - \ No newline at end of file + return idx, self.embeddings[idx] + + +rag = RetrievalAugmentedGeneration() +rag.extract_and_embed_scib("https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html") +rag.query("What is scib") \ No newline at end of file diff --git a/benchmarking/rag/embeddings.json b/benchmarking/rag/embeddings.json new file mode 100644 index 0000000..78c8907 --- /dev/null +++ b/benchmarking/rag/embeddings.json @@ -0,0 +1 @@ +[0.005038195289671421, 0.008213421329855919, 0.00046877586282789707, -0.07103829830884933, 0.007974826730787754, -0.0012813116190955043, -0.12110438197851181, 0.05006406828761101, 0.01785595715045929, -0.011110260151326656, -0.02461685985326767, -0.0937720239162445, -0.0935593843460083, 0.05678153783082962, -0.11715419590473175, -0.026026267558336258, -0.030750542879104614, 0.01188765186816454, -0.09113745391368866, 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0.06486819684505463, -0.07828371971845627, 0.007615731563419104, -0.08594425022602081] diff --git a/benchmarking/rag/functions.json b/benchmarking/rag/functions.json new file mode 100644 index 0000000..7713cc2 --- /dev/null +++ b/benchmarking/rag/functions.json @@ -0,0 +1 @@ +{"signature": "classscib_metrics.benchmark.BioConservation(isolated_labels=True,nmi_ari_cluster_labels_leiden=False,nmi_ari_cluster_labels_kmeans=True,silhouette_label=True,clisi_knn=True)[source]#", "description": "Specification of bio conservation metrics to run in the pipeline."} From c077adb5240e6cdd67e484a8f7736c03b842a3bc Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 5 Aug 2025 13:46:57 -0700 Subject: [PATCH 010/113] extracted from scib lib --- .../rag/RetrievalAugmentedGeneration.py | 158 ++++++++++++------ benchmarking/rag/embeddings.json | 1 - benchmarking/rag/functions.json | 1 - 3 files changed, 103 insertions(+), 57 deletions(-) delete mode 100644 benchmarking/rag/embeddings.json delete mode 100644 benchmarking/rag/functions.json diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 495b599..d5c86b3 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -1,49 +1,66 @@ import uuid +import json +import sys from os import path +from pathlib import Path from urllib.request import urlopen from urllib.error import URLError -from pathlib import Path -import sys - -# ── Dependencies ------------------------------------------------------------ -try: +# ── Dependencies ───────────────────────────────────────────── +try: import requests import numpy as np - import + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer from validators import url as is_url from rich.console import Console except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) + sys.exit(1) -# ── Collections Directory --------------------------------------------------------- +# ── Paths and Constants ───────────────────────────────────────────── console = Console() SCRIPT_DIR = Path(__file__).resolve().parent PARENT_DIR = SCRIPT_DIR.parent -EMBEDDING_DIR = PARENT_DIR / "benchmarking" / "rag" +EMBEDDING_DIR = PARENT_DIR / "benchmarking" / "rag" EMBEDDING_FILE = EMBEDDING_DIR / "embeddings.json" FUNCTIONS_FILE = EMBEDDING_DIR / "functions.json" -''' -1. Function to convert documents into embeddings -2. Store the documents in 'collections' folder -3. Retrieve the embeddings -Encode the query -Compare to the query using cosine similarity -''' + +# ──────Class────────────────────────────────────────────────────────── class RetrievalAugmentedGeneration: model = SentenceTransformer('all-MiniLM-L6-v2') + def __init__(self): - self.embeddings = load_embeddings() - self.query = [] + self.embeddings = self.load_embeddings() + self.functions, self.urls = self.load_functions_and_urls() + self.query_history = [] + + def extract_scib(self, url): + if self.url_exists(url): + console.log("URL already exists") + return self.find_by_source(url) - def extract_and_embed_scib(self, url): response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') - func_def = soup.find('h1').get_text(strip=True) - func_descr = soup.select_one("dt.sig.sig-object.py").get_text(strip=True) - with open(FUNCTIONS_FILE, "w") as f: - f.write(json.dumps(func_def.tolist()) + "\n") - create_embeddings(func_descr) + + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("No function signature found") + return "" + + func_def = func_sig.get_text(strip=True) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + + try: + with open(FUNCTIONS_FILE, "a") as f: + f.write(json.dumps({ + "source": url, + "definition": func_def, + "description": func_descr + }) + "\n") + except Exception as e: + console.log(f"[red]Failed to write to FUNCTIONS_FILE: {e}") + return func_def, func_descr def load_embeddings(self): @@ -53,38 +70,69 @@ def load_embeddings(self): for line in f: embedding = json.loads(line.strip()) embeddings.append(np.array(embedding)) - except FileNotFoundError as e: - console.log(f"[red]Empty or invalid file") - return embeddings - - + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return embeddings + + def load_functions_and_urls(self): + functions = [] + urls = [] + try: + with open(FUNCTIONS_FILE, "r") as f: + for line in f: + function = json.loads(line.strip()) + functions.append(function["definition"]) + urls.append(function["source"]) + except FileNotFoundError: + console.log("[red]Functions file not found.") + return functions, urls + def create_embeddings(self, texts): - embedding = RetrievalAugmentedGeneration.model.encode(texts) + embeddings = self.model.encode(texts if isinstance(texts, list) else [texts]) try: - with open(EMBEDDING_FILE, "w") as f: - for emb in embedding: - f.write(json.dumps(emb.tolist()) + "\n") #convert to list, add newline, and dump as json - self.embeddings.append(embedding) - console.print(f"[green]New embeddings successfully generated and stored to {EMBEDDING_FILE}") - except ValueError as e: - console.print(f"[red]Invalid or missing input") - - @classmethod - def cosine_similarity(cls, A, B): - dot_product = np.dot(A, B) - norm_A = np.linalg.norm(A) - norm_B = np.linalg.norm(B) - cos_sim = dot_product / (norm_A * norm_B) - return cos_sim - - def query(self, query): - self.query.append(query) - query_embedding = RetrievalAugmentedGeneration.model.encode([query]) - sims = cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return idx, self.embeddings[idx] + with open(EMBEDDING_FILE, "a") as f: + for emb in embeddings: + f.write(json.dumps(emb.tolist()) + "\n") + self.embeddings.extend([np.array(emb) for emb in embeddings]) + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def url_exists(self, source): + for url in self.urls: + if url == source: + return True + return False + + def find_by_source(self, url): + for idx, source in enumerate(self.urls): + if source == url: + return self.functions[idx] + console.log("URL not found") + return "" + @staticmethod + def cosine_similarity(A, B): + A = np.array(A) + B = np.array(B) + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query): + self.query_history.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx] -rag = RetrievalAugmentedGeneration() -rag.extract_and_embed_scib("https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html") -rag.query("What is scib") \ No newline at end of file +# ── Example ───────────────────────────────────────────── +if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() + url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html" + func_def, func_descr = rag.extract_scib(url) + rag.create_embeddings([func_def]) + result = rag.query("What is scib?") + console.print(result) diff --git a/benchmarking/rag/embeddings.json b/benchmarking/rag/embeddings.json deleted file mode 100644 index 78c8907..0000000 --- a/benchmarking/rag/embeddings.json +++ /dev/null @@ -1 +0,0 @@ -[0.005038195289671421, 0.008213421329855919, 0.00046877586282789707, -0.07103829830884933, 0.007974826730787754, -0.0012813116190955043, -0.12110438197851181, 0.05006406828761101, 0.01785595715045929, -0.011110260151326656, -0.02461685985326767, -0.0937720239162445, -0.0935593843460083, 0.05678153783082962, -0.11715419590473175, -0.026026267558336258, -0.030750542879104614, 0.01188765186816454, -0.09113745391368866, -0.04109498858451843, 0.08657025545835495, 0.090522401034832, 0.0178246907889843, 0.03438801318407059, -0.043685950338840485, -0.03532933071255684, -0.09741592407226562, 0.0234738327562809, -0.015136545524001122, 0.04234030097723007, -0.008562360890209675, 0.0042180283926427364, 0.05123022943735123, -0.07125739008188248, 0.04511231556534767, 0.05935579165816307, 0.03427892178297043, 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0.009161224588751793, 0.02689373679459095, 0.012072836980223656, -0.002301667584106326, -0.08335920423269272, 0.04105355590581894, 0.03426388278603554, 0.054911866784095764, -0.005831245798617601, 0.04281369224190712, -0.06606671959161758, 0.03166327625513077, 0.025788728147745132, 0.037315502762794495, -0.03229678422212601, 0.08058491349220276, -0.05450878292322159, -0.00800403393805027, 0.0313914455473423, -0.10169126838445663, -0.0009096080902963877, 0.06536297500133514, 0.041573308408260345, 0.019682860001921654, 0.0392451286315918, -0.07085376232862473, 0.061459511518478394, -0.0018459907732903957, 0.06486819684505463, -0.07828371971845627, 0.007615731563419104, -0.08594425022602081] diff --git a/benchmarking/rag/functions.json b/benchmarking/rag/functions.json deleted file mode 100644 index 7713cc2..0000000 --- a/benchmarking/rag/functions.json +++ /dev/null @@ -1 +0,0 @@ -{"signature": "classscib_metrics.benchmark.BioConservation(isolated_labels=True,nmi_ari_cluster_labels_leiden=False,nmi_ari_cluster_labels_kmeans=True,silhouette_label=True,clisi_knn=True)[source]#", "description": "Specification of bio conservation metrics to run in the pipeline."} From 23c604f9f3e2d559c786d9b8d84f4836d1d6fcda Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 5 Aug 2025 16:35:58 -0700 Subject: [PATCH 011/113] a better working draft of the rag --- .../rag/RetrievalAugmentedGeneration.py | 52 ++++++++----------- 1 file changed, 22 insertions(+), 30 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index d5c86b3..b3bf5f0 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -20,10 +20,8 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() SCRIPT_DIR = Path(__file__).resolve().parent -PARENT_DIR = SCRIPT_DIR.parent -EMBEDDING_DIR = PARENT_DIR / "benchmarking" / "rag" -EMBEDDING_FILE = EMBEDDING_DIR / "embeddings.json" -FUNCTIONS_FILE = EMBEDDING_DIR / "functions.json" +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.json" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.json" # ──────Class────────────────────────────────────────────────────────── class RetrievalAugmentedGeneration: @@ -31,7 +29,7 @@ class RetrievalAugmentedGeneration: def __init__(self): self.embeddings = self.load_embeddings() - self.functions, self.urls = self.load_functions_and_urls() + self.functions = self.load_functions() self.query_history = [] def extract_scib(self, url): @@ -50,17 +48,13 @@ def extract_scib(self, url): func_def = func_sig.get_text(strip=True) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - + func = {"source": url, "definition": func_def, "description": func_descr} try: with open(FUNCTIONS_FILE, "a") as f: - f.write(json.dumps({ - "source": url, - "definition": func_def, - "description": func_descr - }) + "\n") + f.write(json.dumps(func) + "\n") except Exception as e: console.log(f"[red]Failed to write to FUNCTIONS_FILE: {e}") - + self.functions.append(func) return func_def, func_descr def load_embeddings(self): @@ -74,42 +68,39 @@ def load_embeddings(self): console.log("[red]Embeddings file not found.") return embeddings - def load_functions_and_urls(self): + def load_functions(self): functions = [] - urls = [] try: with open(FUNCTIONS_FILE, "r") as f: for line in f: function = json.loads(line.strip()) - functions.append(function["definition"]) - urls.append(function["source"]) + functions.append(function) except FileNotFoundError: console.log("[red]Functions file not found.") - return functions, urls + return functions - def create_embeddings(self, texts): - embeddings = self.model.encode(texts if isinstance(texts, list) else [texts]) + def create_embeddings(self, text:str): + embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a") as f: - for emb in embeddings: - f.write(json.dumps(emb.tolist()) + "\n") - self.embeddings.extend([np.array(emb) for emb in embeddings]) + f.write(json.dumps(embeddings.tolist()) + "\n") + self.embeddings.append(embeddings) console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") def url_exists(self, source): - for url in self.urls: - if url == source: + for f in self.functions: + if source == f["source"]: return True return False def find_by_source(self, url): - for idx, source in enumerate(self.urls): - if source == url: - return self.functions[idx] + for idx, f in enumerate(self.functions): + if f["source"] == url: + return f["definition"], f["description"] console.log("URL not found") - return "" + return None @staticmethod def cosine_similarity(A, B): @@ -132,7 +123,8 @@ def query(self, text_query): if __name__ == "__main__": rag = RetrievalAugmentedGeneration() url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html" - func_def, func_descr = rag.extract_scib(url) - rag.create_embeddings([func_def]) + if not rag.url_exists(url): + func_def, func_descr = rag.extract_scib(url) + rag.create_embeddings(func_def) result = rag.query("What is scib?") console.print(result) From 222073fb57a2918065edbb205b572f5d8fcc921e Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 14:20:47 -0700 Subject: [PATCH 012/113] more changes to rag --- benchmarking/rag/RetrievalAugmentedGeneration.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index b3bf5f0..93c61e1 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -55,7 +55,7 @@ def extract_scib(self, url): except Exception as e: console.log(f"[red]Failed to write to FUNCTIONS_FILE: {e}") self.functions.append(func) - return func_def, func_descr + return func_def, f def load_embeddings(self): embeddings = [] @@ -80,6 +80,8 @@ def load_functions(self): return functions def create_embeddings(self, text:str): + if self.url_exists(url): + console.log("Embedding already exists") embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a") as f: @@ -123,8 +125,7 @@ def query(self, text_query): if __name__ == "__main__": rag = RetrievalAugmentedGeneration() url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html" - if not rag.url_exists(url): - func_def, func_descr = rag.extract_scib(url) - rag.create_embeddings(func_def) + func_def, func = rag.extract_scib(url) + rag.create_embeddings(func_def) result = rag.query("What is scib?") console.print(result) From fdc9b3ec425492ffbb7c83e490e067ca659f2392 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 14:25:47 -0700 Subject: [PATCH 013/113] small change --- benchmarking/rag/RetrievalAugmentedGeneration.py | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 93c61e1..53e825e 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -50,7 +50,7 @@ def extract_scib(self, url): func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" func = {"source": url, "definition": func_def, "description": func_descr} try: - with open(FUNCTIONS_FILE, "a") as f: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(func) + "\n") except Exception as e: console.log(f"[red]Failed to write to FUNCTIONS_FILE: {e}") @@ -60,7 +60,7 @@ def extract_scib(self, url): def load_embeddings(self): embeddings = [] try: - with open(EMBEDDING_FILE, "r") as f: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: for line in f: embedding = json.loads(line.strip()) embeddings.append(np.array(embedding)) @@ -71,7 +71,7 @@ def load_embeddings(self): def load_functions(self): functions = [] try: - with open(FUNCTIONS_FILE, "r") as f: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: for line in f: function = json.loads(line.strip()) functions.append(function) @@ -79,12 +79,13 @@ def load_functions(self): console.log("[red]Functions file not found.") return functions - def create_embeddings(self, text:str): + def create_embeddings(self, url, text:str): if self.url_exists(url): console.log("Embedding already exists") + return embeddings = self.model.encode([text])[0] try: - with open(EMBEDDING_FILE, "a") as f: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(embeddings.tolist()) + "\n") self.embeddings.append(embeddings) console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") @@ -126,6 +127,8 @@ def query(self, text_query): rag = RetrievalAugmentedGeneration() url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html" func_def, func = rag.extract_scib(url) - rag.create_embeddings(func_def) + rag.create_embeddings(url, func_def) result = rag.query("What is scib?") console.print(result) + + print(rag.functions) From c734ab09686191d655f8d7d0b522987c95cf591f Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 14:34:03 -0700 Subject: [PATCH 014/113] finally no errors! --- benchmarking/rag/RetrievalAugmentedGeneration.py | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 53e825e..7642068 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -33,10 +33,6 @@ def __init__(self): self.query_history = [] def extract_scib(self, url): - if self.url_exists(url): - console.log("URL already exists") - return self.find_by_source(url) - response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') @@ -80,9 +76,6 @@ def load_functions(self): return functions def create_embeddings(self, url, text:str): - if self.url_exists(url): - console.log("Embedding already exists") - return embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: @@ -126,8 +119,9 @@ def query(self, text_query): if __name__ == "__main__": rag = RetrievalAugmentedGeneration() url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html" - func_def, func = rag.extract_scib(url) - rag.create_embeddings(url, func_def) + if not rag.url_exists(url): + func_def, func = rag.extract_scib(url) + rag.create_embeddings(url, func_def) result = rag.query("What is scib?") console.print(result) From f0f28c884019f5077a43cd50188f197ebd48c983 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 16:52:09 -0700 Subject: [PATCH 015/113] more changes made --- .../rag/RetrievalAugmentedGeneration.py | 41 ++++++++++++++----- 1 file changed, 30 insertions(+), 11 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 7642068..6c8b59e 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -32,6 +32,10 @@ def __init__(self): self.functions = self.load_functions() self.query_history = [] + def view_history(self): + print("Query history:", self.query_history) + return self.query_history + def extract_scib(self, url): response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') @@ -51,7 +55,7 @@ def extract_scib(self, url): except Exception as e: console.log(f"[red]Failed to write to FUNCTIONS_FILE: {e}") self.functions.append(func) - return func_def, f + return func def load_embeddings(self): embeddings = [] @@ -75,7 +79,7 @@ def load_functions(self): console.log("[red]Functions file not found.") return functions - def create_embeddings(self, url, text:str): + def create_embeddings(self, text:str): embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: @@ -94,7 +98,7 @@ def url_exists(self, source): def find_by_source(self, url): for idx, f in enumerate(self.functions): if f["source"] == url: - return f["definition"], f["description"] + return f console.log("URL not found") return None @@ -118,11 +122,26 @@ def query(self, text_query): # ── Example ───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html" - if not rag.url_exists(url): - func_def, func = rag.extract_scib(url) - rag.create_embeddings(url, func_def) - result = rag.query("What is scib?") - console.print(result) - - print(rag.functions) + urls = [ + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.ari.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.nmi.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.asw_label.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.asw_label.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.graph_connectivity.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.kbet.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.lisi.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.nmi_ari_cluster_labels_kmeans.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.benchmark.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.normalized_score.html" + ] + for url in urls[:5]: + if not rag.url_exists(url): + func = rag.extract_scib(url) + if func and func["description"]: + rag.create_embeddings(func["description"]) + else: + func = rag.find_by_source(url) + console.print(rag.embeddings) + result = rag.query("What is ari?") + console.print("Response to the query is", result) From c07ffbfd71fbb87c832e0d087cf39e36756af1d4 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 18:24:58 -0700 Subject: [PATCH 016/113] added new extractor class --- .../rag/RetrievalAugmentedGeneration.py | 47 ++++++++++--------- 1 file changed, 24 insertions(+), 23 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 6c8b59e..d7f0bf3 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -24,36 +24,40 @@ FUNCTIONS_FILE = SCRIPT_DIR / "functions.json" # ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedGeneration: - model = SentenceTransformer('all-MiniLM-L6-v2') - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.query_history = [] - - def view_history(self): - print("Query history:", self.query_history) - return self.query_history - +class URLExtractor: + def extract_scib(self, url): response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') func_sig = soup.select_one("dt.sig.sig-object.py") if not func_sig: - console.log("No function signature found") + console.log("[red] No function signature found") return "" func_def = func_sig.get_text(strip=True) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" func = {"source": url, "definition": func_def, "description": func_descr} + return func + +class RetrievalAugmentedGeneration: + model = SentenceTransformer('all-MiniLM-L6-v2') + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.query_history = [] + + def view_history(self): + print("Query history:", self.query_history) + + def create_function(self, func): try: with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(func) + "\n") except Exception as e: - console.log(f"[red]Failed to write to FUNCTIONS_FILE: {e}") + console.log(f"[red]Failed to write to FUNCTIONS_FILE") self.functions.append(func) return func @@ -79,12 +83,12 @@ def load_functions(self): console.log("[red]Functions file not found.") return functions - def create_embeddings(self, text:str): - embeddings = self.model.encode([text])[0] + def create_embedding(self, text:str): + embedding = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - self.embeddings.append(embeddings) + f.write(json.dumps(embedding.tolist()) + "\n") + self.embeddings.append(embedding) console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") @@ -122,11 +126,8 @@ def query(self, text_query): # ── Example ───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - urls = [ - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.ari.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.nmi.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.asw_label.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.asw_label.html", + urls =[ + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.graph_connectivity.html", "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.graph_connectivity.html", "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.kbet.html", "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.lisi.html", From f070b939838b566bfde082e96e64549ca680c81e Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 18:49:58 -0700 Subject: [PATCH 017/113] trying to get scanpy to work --- .../rag/RetrievalAugmentedGeneration.py | 63 ++++++++----------- 1 file changed, 26 insertions(+), 37 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index d7f0bf3..19b3859 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -24,8 +24,17 @@ FUNCTIONS_FILE = SCRIPT_DIR / "functions.json" # ──────Class────────────────────────────────────────────────────────── -class URLExtractor: - +class RetrievalAugmentedGeneration: + model = SentenceTransformer('all-MiniLM-L6-v2') + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.query_history = [] + + def view_history(self): + print("Query history:", self.query_history) + def extract_scib(self, url): response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') @@ -38,26 +47,14 @@ def extract_scib(self, url): func_def = func_sig.get_text(strip=True) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - func = {"source": url, "definition": func_def, "description": func_descr} - return func - -class RetrievalAugmentedGeneration: - model = SentenceTransformer('all-MiniLM-L6-v2') - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.query_history = [] - - def view_history(self): - print("Query history:", self.query_history) + return {"source": url, "definition": func_def, "description": func_descr} - def create_function(self, func): + def add_function(self, func): try: with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(func) + "\n") except Exception as e: - console.log(f"[red]Failed to write to FUNCTIONS_FILE") + console.print(f"[red]Failed to write to FUNCTIONS_FILE") self.functions.append(func) return func @@ -83,27 +80,27 @@ def load_functions(self): console.log("[red]Functions file not found.") return functions - def create_embedding(self, text:str): - embedding = self.model.encode([text])[0] + def create_embeddings(self, text:str): + embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embedding.tolist()) + "\n") - self.embeddings.append(embedding) + f.write(json.dumps(embeddings.tolist()) + "\n") + self.embeddings.append(embeddings) console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") - def url_exists(self, source): + def url_exists(self, url): for f in self.functions: - if source == f["source"]: + if url == f["source"]: return True return False - def find_by_source(self, url): + def find_by_url(self, url): for idx, f in enumerate(self.functions): if f["source"] == url: return f - console.log("URL not found") + console.print("URL not found") return None @staticmethod @@ -126,23 +123,15 @@ def query(self, text_query): # ── Example ───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - urls =[ - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.graph_connectivity.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.graph_connectivity.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.kbet.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.lisi.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.nmi_ari_cluster_labels_kmeans.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.bras.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.benchmark.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.normalized_score.html" - ] - for url in urls[:5]: + urls =["https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_csv.html" ] + for url in urls: if not rag.url_exists(url): func = rag.extract_scib(url) + rag.create_function(func) if func and func["description"]: rag.create_embeddings(func["description"]) else: - func = rag.find_by_source(url) + func = rag.find_by_url(url) console.print(rag.embeddings) result = rag.query("What is ari?") console.print("Response to the query is", result) From c6a6b1744bff1173c2c21cf0c771f456bb6faef7 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 18:55:32 -0700 Subject: [PATCH 018/113] scanpy works --- .../rag/RetrievalAugmentedGeneration.py | 50 +++++++++---------- 1 file changed, 25 insertions(+), 25 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 19b3859..47ae5df 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -35,29 +35,6 @@ def __init__(self): def view_history(self): print("Query history:", self.query_history) - def extract_scib(self, url): - response = requests.get(url) - soup = BeautifulSoup(response.text, 'html.parser') - - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return "" - - func_def = func_sig.get_text(strip=True) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return {"source": url, "definition": func_def, "description": func_descr} - - def add_function(self, func): - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - self.functions.append(func) - return func - def load_embeddings(self): embeddings = [] try: @@ -80,6 +57,29 @@ def load_functions(self): console.log("[red]Functions file not found.") return functions + def extract_html(self, url): + response = requests.get(url) + soup = BeautifulSoup(response.text, 'html.parser') + + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return "" + + func_def = func_sig.get_text(strip=True) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return {"source": url, "definition": func_def, "description": func_descr} + + def add_function(self, func): + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + self.functions.append(func) + return func + def create_embeddings(self, text:str): embeddings = self.model.encode([text])[0] try: @@ -126,9 +126,9 @@ def query(self, text_query): urls =["https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_csv.html" ] for url in urls: if not rag.url_exists(url): - func = rag.extract_scib(url) - rag.create_function(func) + func = rag.extract_html(url) if func and func["description"]: + rag.add_function(func) rag.create_embeddings(func["description"]) else: func = rag.find_by_url(url) From 9bf8fb9ac0641365c345d47f47eeb333e3981fc3 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 19:19:24 -0700 Subject: [PATCH 019/113] working proto for scanpy and scib-metrics --- .../rag/RetrievalAugmentedGeneration.py | 142 ++++++++++++++++++ 1 file changed, 142 insertions(+) create mode 100644 benchmarking/rag/RetrievalAugmentedGeneration.py diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..dabf8c6 --- /dev/null +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,142 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + import numpy as np + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.json" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.json" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedGeneration: + model = SentenceTransformer('all-MiniLM-L6-v2') + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.query_history = [] + + def view_history(self): + print("Query history:", self.query_history) + + def load_embeddings(self): + embeddings = [] + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + for line in f: + embedding = json.loads(line.strip()) + embeddings.append(np.array(embedding)) + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return embeddings + + def load_functions(self): + functions = [] + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + for line in f: + function = json.loads(line.strip()) + functions.append(function) + except FileNotFoundError: + console.log("[red]Functions file not found.") + return functions + + def extract_html(self, url): + response = requests.get(url) + soup = BeautifulSoup(response.text, 'html.parser') + + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return "" + + func_def = func_sig.get_text(strip=True) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return {"source": url, "definition": func_def, "description": func_descr} + + def add_function(self, func): + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + self.functions.append(func) + return func + + def create_embeddings(self, text:str): + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + self.embeddings.append(embeddings) + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def url_exists(self, url): + console.print("[yellow] Function and embedding already exists.") + for f in self.functions: + if url == f["source"]: + return True + return False + + def find_by_url(self, url): + for idx, f in enumerate(self.functions): + if f["source"] == url: + return f + console.print("URL not found") + return None + + @staticmethod + def cosine_similarity(A, B): + A = np.array(A) + B = np.array(B) + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query): + self.query_history.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx] + +# ── Example ───────────────────────────────────────────── +if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() + urls =["https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_csv.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.kbet_per_label.html", + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] + for url in urls: + if not rag.url_exists(url): + func = rag.extract_html(url) + if func and func["description"]: + rag.add_function(func) + rag.create_embeddings(func["description"]) + else: + func = rag.find_by_url(url) + console.print(rag.embeddings) + result = rag.query("Function to perform PCA") + console.print("Response to the query is", result) From 1528bb81078423f902c37818fd3a8139223ce677 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 19:40:37 -0700 Subject: [PATCH 020/113] just added type annotations --- .../rag/RetrievalAugmentedGeneration.py | 45 ++++++++++--------- 1 file changed, 24 insertions(+), 21 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index dabf8c6..d5ddddb 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -5,6 +5,7 @@ from pathlib import Path from urllib.request import urlopen from urllib.error import URLError +from typing import List, Dict, Union, Optional # ── Dependencies ───────────────────────────────────────────── try: import requests @@ -27,15 +28,15 @@ class RetrievalAugmentedGeneration: model = SentenceTransformer('all-MiniLM-L6-v2') - def __init__(self): + def __init__(self) -> None: self.embeddings = self.load_embeddings() self.functions = self.load_functions() self.query_history = [] - def view_history(self): + def view_history(self) -> None: print("Query history:", self.query_history) - def load_embeddings(self): + def load_embeddings(self) -> Optional[List[np.ndarray]]: embeddings = [] try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: @@ -46,7 +47,7 @@ def load_embeddings(self): console.log("[red]Embeddings file not found.") return embeddings - def load_functions(self): + def load_functions(self) -> Optional[List[Dict[str, str]]]: functions = [] try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: @@ -57,30 +58,31 @@ def load_functions(self): console.log("[red]Functions file not found.") return functions - def extract_html(self, url): + def extract_html(self, url: str) -> Optional[Dict[str, str]]: response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') func_sig = soup.select_one("dt.sig.sig-object.py") if not func_sig: console.log("[red] No function signature found") - return "" + return {} func_def = func_sig.get_text(strip=True) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return {"source": url, "definition": func_def, "description": func_descr} - def add_function(self, func): + def add_function(self, func: Dict[str, str]) -> Optional[Dict[str, str]]: try: with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(func) + "\n") except Exception as e: console.print(f"[red]Failed to write to FUNCTIONS_FILE") + return {} self.functions.append(func) return func - def create_embeddings(self, text:str): + def create_embeddings(self, text: str) -> None: embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: @@ -90,45 +92,46 @@ def create_embeddings(self, text:str): except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") - def url_exists(self, url): + def url_exists(self, url: str) -> bool: console.print("[yellow] Function and embedding already exists.") for f in self.functions: if url == f["source"]: return True return False - def find_by_url(self, url): + def find_by_url(self, url: str) -> Optional[Dict[str, str]]: for idx, f in enumerate(self.functions): if f["source"] == url: return f console.print("URL not found") - return None + return {} @staticmethod - def cosine_similarity(A, B): + def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: A = np.array(A) B = np.array(B) sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims - def query(self, text_query): + def query(self, text_query: str) -> Optional[Dict[str, str]]: self.query_history.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") - return None + return {} query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) return self.functions[idx] -# ── Example ───────────────────────────────────────────── + def clear(self) -> None: + self.embeddings = [] + self.query_history = [] + self.functions = [] + +#───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - urls =["https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_csv.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.kbet_per_label.html", - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] + urls =["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] for url in urls: if not rag.url_exists(url): func = rag.extract_html(url) @@ -139,4 +142,4 @@ def query(self, text_query): func = rag.find_by_url(url) console.print(rag.embeddings) result = rag.query("Function to perform PCA") - console.print("Response to the query is", result) + console.print("Response to the query is", result) From 8cca72166d348d708616a3377d264a4e49d287cc Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 19:55:26 -0700 Subject: [PATCH 021/113] trying to resolve json error --- .../rag/RetrievalAugmentedGeneration.py | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index d5ddddb..8b02965 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -41,8 +41,13 @@ def load_embeddings(self) -> Optional[List[np.ndarray]]: try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: for line in f: - embedding = json.loads(line.strip()) - embeddings.append(np.array(embedding)) + if not line.strip(): + continue + try: + embedding = json.loads(line.strip()) + embeddings.append(np.array(embedding)) + except json.JSONDecodeError: + console.print(f"[red] Invalid embedding line skipped: {line}") except FileNotFoundError: console.log("[red]Embeddings file not found.") return embeddings @@ -52,8 +57,13 @@ def load_functions(self) -> Optional[List[Dict[str, str]]]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: for line in f: - function = json.loads(line.strip()) - functions.append(function) + if not line.strip(): + continue + try: + function = json.loads(line.strip()) + functions.append(function) + except json.JSONDecodeError: + console.print(f"[red] Invalid embedding line skipped: {line}") except FileNotFoundError: console.log("[red]Functions file not found.") return functions From 3c7c72a4c33e6139f4919e345cce2bf661da99d7 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 20:09:52 -0700 Subject: [PATCH 022/113] decent working ver before signing off --- .../rag/RetrievalAugmentedGeneration.py | 20 +++++++------------ benchmarking/rag/embeddings.json | 3 +++ benchmarking/rag/functions.json | 4 ++++ 3 files changed, 14 insertions(+), 13 deletions(-) create mode 100644 benchmarking/rag/embeddings.json create mode 100644 benchmarking/rag/functions.json diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 8b02965..b238f9a 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -43,11 +43,8 @@ def load_embeddings(self) -> Optional[List[np.ndarray]]: for line in f: if not line.strip(): continue - try: - embedding = json.loads(line.strip()) - embeddings.append(np.array(embedding)) - except json.JSONDecodeError: - console.print(f"[red] Invalid embedding line skipped: {line}") + embedding = json.loads(line.strip()) + embeddings.append(np.array(embedding)) except FileNotFoundError: console.log("[red]Embeddings file not found.") return embeddings @@ -59,11 +56,8 @@ def load_functions(self) -> Optional[List[Dict[str, str]]]: for line in f: if not line.strip(): continue - try: - function = json.loads(line.strip()) - functions.append(function) - except json.JSONDecodeError: - console.print(f"[red] Invalid embedding line skipped: {line}") + function = json.loads(line.strip()) + functions.append(function) except FileNotFoundError: console.log("[red]Functions file not found.") return functions @@ -103,9 +97,9 @@ def create_embeddings(self, text: str) -> None: console.print(f"[red]Failed to create embeddings: {e}") def url_exists(self, url: str) -> bool: - console.print("[yellow] Function and embedding already exists.") for f in self.functions: if url == f["source"]: + console.print("[yellow] Function and embedding already exists.") return True return False @@ -141,7 +135,7 @@ def clear(self) -> None: #───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - urls =["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] + urls =["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html"] for url in urls: if not rag.url_exists(url): func = rag.extract_html(url) @@ -151,5 +145,5 @@ def clear(self) -> None: else: func = rag.find_by_url(url) console.print(rag.embeddings) - result = rag.query("Function to perform PCA") + result = rag.query("Function to perform PCA on h5AD file") console.print("Response to the query is", result) diff --git a/benchmarking/rag/embeddings.json b/benchmarking/rag/embeddings.json new file mode 100644 index 0000000..3f2d054 --- /dev/null +++ b/benchmarking/rag/embeddings.json @@ -0,0 +1,3 @@ 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component analysis (PCA)."} +{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "definition": "scanpy.read_mtx(filename,dtype='float32')[source]#", "description": "Read.mtxfile."} +{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "definition": "scanpy.read_h5ad(filename,backed=None,*,as_sparse=(),as_sparse_fmt=,chunk_size=6000)[source]#", "description": "Read.h5ad-formatted hdf5 file."} +{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html", "definition": "scanpy.read_10x_mtx(path,*,var_names='gene_symbols',make_unique=True,cache=False,cache_compression=_empty,gex_only=True,prefix=None)[source]#", "description": "Read 10x-Genomics-formatted mtx directory."} From a5f07be47e0e998790b4b2ff4343148dbf884f98 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 20:48:04 -0700 Subject: [PATCH 023/113] Deleted embeddings.json and functions.json --- benchmarking/rag/embeddings.json | 3 --- benchmarking/rag/functions.json | 4 ---- 2 files changed, 7 deletions(-) delete mode 100644 benchmarking/rag/embeddings.json delete mode 100644 benchmarking/rag/functions.json diff --git a/benchmarking/rag/embeddings.json b/benchmarking/rag/embeddings.json deleted file mode 100644 index 3f2d054..0000000 --- a/benchmarking/rag/embeddings.json +++ /dev/null @@ -1,3 +0,0 @@ -[0.009648531675338745, -0.03151946887373924, 0.006356734782457352, -0.018870260566473007, -0.012053309939801693, 0.033300675451755524, 0.02751176618039608, -0.027693618088960648, -0.024465544149279594, 0.01739555224776268, 0.046279944479465485, 0.004763581324368715, -0.0917312502861023, 0.019916614517569542, -0.11493650078773499, -0.009061941877007484, 0.022630516439676285, 0.007695219945162535, -0.0067113544791936874, -0.005525398999452591, 0.023403480648994446, 0.001957742730155587, -0.053148429840803146, 0.011518764309585094, -0.060104962438344955, 0.10493461042642593, 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-0.07288342714309692] diff --git a/benchmarking/rag/functions.json b/benchmarking/rag/functions.json deleted file mode 100644 index 8e30881..0000000 --- a/benchmarking/rag/functions.json +++ /dev/null @@ -1,4 +0,0 @@ -{"source": "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "definition": "scib_metrics.utils.pca(X,n_components=None,return_svd=False)[source]#", "description": "Principal component analysis (PCA)."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "definition": "scanpy.read_mtx(filename,dtype='float32')[source]#", "description": "Read.mtxfile."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "definition": "scanpy.read_h5ad(filename,backed=None,*,as_sparse=(),as_sparse_fmt=,chunk_size=6000)[source]#", "description": "Read.h5ad-formatted hdf5 file."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html", "definition": "scanpy.read_10x_mtx(path,*,var_names='gene_symbols',make_unique=True,cache=False,cache_compression=_empty,gex_only=True,prefix=None)[source]#", "description": "Read 10x-Genomics-formatted mtx directory."} From 6c580447e47946919f802e76f849780769d262aa Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 20:49:34 -0700 Subject: [PATCH 024/113] remove json --- benchmarking/rag/embeddings.json | 3 --- benchmarking/rag/functions.json | 4 ---- 2 files changed, 7 deletions(-) delete mode 100644 benchmarking/rag/embeddings.json delete mode 100644 benchmarking/rag/functions.json diff --git a/benchmarking/rag/embeddings.json b/benchmarking/rag/embeddings.json deleted file mode 100644 index 3f2d054..0000000 --- a/benchmarking/rag/embeddings.json +++ /dev/null @@ -1,3 +0,0 @@ -[0.009648531675338745, -0.03151946887373924, 0.006356734782457352, -0.018870260566473007, -0.012053309939801693, 0.033300675451755524, 0.02751176618039608, -0.027693618088960648, -0.024465544149279594, 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-0.054794710129499435, 0.010735128074884415, 0.005828902591019869, -0.10366231203079224, 0.005959043279290199, -0.08195556700229645, -0.002934039570391178, -0.016471071168780327, -0.03961741179227829, 0.006858378183096647, 0.018836498260498047, 0.025726288557052612, 0.06661029160022736, 0.03046274743974209, -0.07288342714309692] diff --git a/benchmarking/rag/functions.json b/benchmarking/rag/functions.json deleted file mode 100644 index 8e30881..0000000 --- a/benchmarking/rag/functions.json +++ /dev/null @@ -1,4 +0,0 @@ -{"source": "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "definition": "scib_metrics.utils.pca(X,n_components=None,return_svd=False)[source]#", "description": "Principal component analysis (PCA)."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "definition": "scanpy.read_mtx(filename,dtype='float32')[source]#", "description": "Read.mtxfile."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "definition": "scanpy.read_h5ad(filename,backed=None,*,as_sparse=(),as_sparse_fmt=,chunk_size=6000)[source]#", "description": "Read.h5ad-formatted hdf5 file."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html", "definition": "scanpy.read_10x_mtx(path,*,var_names='gene_symbols',make_unique=True,cache=False,cache_compression=_empty,gex_only=True,prefix=None)[source]#", "description": "Read 10x-Genomics-formatted mtx directory."} From 0524a7f3edead9d5f07c2d7675a8274691f5b11b Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 6 Aug 2025 21:08:03 -0700 Subject: [PATCH 025/113] making sure file is safe --- .../rag/RetrievalAugmentedGeneration.py | 80 ------------------- 1 file changed, 80 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 7c38caa..b238f9a 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -5,10 +5,7 @@ from pathlib import Path from urllib.request import urlopen from urllib.error import URLError -<<<<<<< HEAD -======= from typing import List, Dict, Union, Optional ->>>>>>> main # ── Dependencies ───────────────────────────────────────────── try: import requests @@ -31,105 +28,65 @@ class RetrievalAugmentedGeneration: model = SentenceTransformer('all-MiniLM-L6-v2') -<<<<<<< HEAD - def __init__(self): -======= def __init__(self) -> None: ->>>>>>> main self.embeddings = self.load_embeddings() self.functions = self.load_functions() self.query_history = [] -<<<<<<< HEAD - def view_history(self): - print("Query history:", self.query_history) - - def load_embeddings(self): -======= def view_history(self) -> None: print("Query history:", self.query_history) def load_embeddings(self) -> Optional[List[np.ndarray]]: ->>>>>>> main embeddings = [] try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: for line in f: -<<<<<<< HEAD -======= if not line.strip(): continue ->>>>>>> main embedding = json.loads(line.strip()) embeddings.append(np.array(embedding)) except FileNotFoundError: console.log("[red]Embeddings file not found.") return embeddings -<<<<<<< HEAD - def load_functions(self): -======= def load_functions(self) -> Optional[List[Dict[str, str]]]: ->>>>>>> main functions = [] try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: for line in f: -<<<<<<< HEAD -======= if not line.strip(): continue ->>>>>>> main function = json.loads(line.strip()) functions.append(function) except FileNotFoundError: console.log("[red]Functions file not found.") return functions -<<<<<<< HEAD - def extract_html(self, url): -======= def extract_html(self, url: str) -> Optional[Dict[str, str]]: ->>>>>>> main response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') func_sig = soup.select_one("dt.sig.sig-object.py") if not func_sig: console.log("[red] No function signature found") -<<<<<<< HEAD - return "" -======= return {} ->>>>>>> main func_def = func_sig.get_text(strip=True) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return {"source": url, "definition": func_def, "description": func_descr} -<<<<<<< HEAD - def add_function(self, func): -======= def add_function(self, func: Dict[str, str]) -> Optional[Dict[str, str]]: ->>>>>>> main try: with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(func) + "\n") except Exception as e: console.print(f"[red]Failed to write to FUNCTIONS_FILE") -<<<<<<< HEAD - self.functions.append(func) - return func - - def create_embeddings(self, text:str): -======= return {} self.functions.append(func) return func def create_embeddings(self, text: str) -> None: ->>>>>>> main embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: @@ -139,15 +96,6 @@ def create_embeddings(self, text: str) -> None: except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") -<<<<<<< HEAD - def url_exists(self, url): - for f in self.functions: - if url == f["source"]: - return True - return False - - def find_by_url(self, url): -======= def url_exists(self, url: str) -> bool: for f in self.functions: if url == f["source"]: @@ -156,51 +104,29 @@ def url_exists(self, url: str) -> bool: return False def find_by_url(self, url: str) -> Optional[Dict[str, str]]: ->>>>>>> main for idx, f in enumerate(self.functions): if f["source"] == url: return f console.print("URL not found") -<<<<<<< HEAD - return None - - @staticmethod - def cosine_similarity(A, B): -======= return {} @staticmethod def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: ->>>>>>> main A = np.array(A) B = np.array(B) sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims -<<<<<<< HEAD - def query(self, text_query): - self.query_history.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None -======= def query(self, text_query: str) -> Optional[Dict[str, str]]: self.query_history.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") return {} ->>>>>>> main query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) return self.functions[idx] -<<<<<<< HEAD -# ── Example ───────────────────────────────────────────── -if __name__ == "__main__": - rag = RetrievalAugmentedGeneration() - urls =["https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_csv.html" ] -======= def clear(self) -> None: self.embeddings = [] self.query_history = [] @@ -210,7 +136,6 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls =["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html"] ->>>>>>> main for url in urls: if not rag.url_exists(url): func = rag.extract_html(url) @@ -220,10 +145,5 @@ def clear(self) -> None: else: func = rag.find_by_url(url) console.print(rag.embeddings) -<<<<<<< HEAD - result = rag.query("What is ari?") - console.print("Response to the query is", result) -======= result = rag.query("Function to perform PCA on h5AD file") console.print("Response to the query is", result) ->>>>>>> main From 2227b67767e3319ac3269ddfd721314a01fb6e52 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 7 Aug 2025 00:26:34 -0700 Subject: [PATCH 026/113] fixed issue by changing to jsonl --- .../rag/RetrievalAugmentedGeneration.py | 32 ++++++++----------- 1 file changed, 14 insertions(+), 18 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index b238f9a..05730d0 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -21,8 +21,8 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.json" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.json" +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" # ──────Class────────────────────────────────────────────────────────── class RetrievalAugmentedGeneration: @@ -37,30 +37,26 @@ def view_history(self) -> None: print("Query history:", self.query_history) def load_embeddings(self) -> Optional[List[np.ndarray]]: - embeddings = [] try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - for line in f: - if not line.strip(): - continue - embedding = json.loads(line.strip()) - embeddings.append(np.array(embedding)) + return [np.array(json.loads(line)) for line in f if line.strip()] except FileNotFoundError: console.log("[red]Embeddings file not found.") - return embeddings - + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + def load_functions(self) -> Optional[List[Dict[str, str]]]: - functions = [] try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - for line in f: - if not line.strip(): - continue - function = json.loads(line.strip()) - functions.append(function) + return [json.loads(line) for line in f if line.strip()] except FileNotFoundError: console.log("[red]Functions file not found.") - return functions + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] def extract_html(self, url: str) -> Optional[Dict[str, str]]: response = requests.get(url) @@ -145,5 +141,5 @@ def clear(self) -> None: else: func = rag.find_by_url(url) console.print(rag.embeddings) - result = rag.query("Function to perform PCA on h5AD file") + result = rag.query("Function to perform PCA") console.print("Response to the query is", result) From c418fd2840eabee13a01ed0c7b3656768335f4a7 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 11 Aug 2025 22:44:35 -0700 Subject: [PATCH 027/113] experimenting around with wikipedia lib --- .../rag/RetrievalAugmentedGeneration.py | 30 +++++++++++++++---- 1 file changed, 25 insertions(+), 5 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 05730d0..0988b0d 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -9,11 +9,13 @@ # ── Dependencies ───────────────────────────────────────────── try: import requests + import re import numpy as np from bs4 import BeautifulSoup from sentence_transformers import SentenceTransformer from validators import url as is_url from rich.console import Console + import wikipedia except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) sys.exit(1) @@ -132,14 +134,32 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls =["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html"] - for url in urls: + + keywords = [ + "Principal component analysis", # for scib_metrics.utils.pca + "Matrix market exchange format", # for scanpy.read_mtx + "HDF5", # for scanpy.read_h5ad (since h5ad files are based on HDF5) + "10x Genomics" # for scanpy.read_10x_mtx + ] + + for i in range(len(urls)): + url = urls[i] + keyword = keywords[i] if not rag.url_exists(url): func = rag.extract_html(url) if func and func["description"]: rag.add_function(func) - rag.create_embeddings(func["description"]) + search_results = wikipedia.search(keyword) + if not search_results: + continue + search = search_results[0] + try: + wiki_summary = wikipedia.summary(search, sentences=20) + except: + wiki_summary = "" + embedding_text = wiki_summary + func["description"] + rag.create_embeddings(embedding_text) else: func = rag.find_by_url(url) - console.print(rag.embeddings) - result = rag.query("Function to perform PCA") - console.print("Response to the query is", result) + + print(rag.query("what is a HDF5 file")) From c430373aed78ff965174b62087001923c92713fd Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 11 Aug 2025 23:11:03 -0700 Subject: [PATCH 028/113] fixeS? --- benchmarking/rag/embeddings.jsonl | 4 ++++ benchmarking/rag/functions.jsonl | 4 ++++ 2 files changed, 8 insertions(+) create mode 100644 benchmarking/rag/embeddings.jsonl create mode 100644 benchmarking/rag/functions.jsonl diff --git a/benchmarking/rag/embeddings.jsonl b/benchmarking/rag/embeddings.jsonl new file mode 100644 index 0000000..3fe7bd7 --- /dev/null +++ b/benchmarking/rag/embeddings.jsonl @@ -0,0 +1,4 @@ +[-0.050698112696409225, -0.019820282235741615, 0.009183989837765694, -0.04677363485097885, 0.029081186279654503, 0.019519126042723656, -0.044807691127061844, -0.021743714809417725, 0.0760287493467331, 0.027076469734311104, 0.0010682102292776108, 0.046683087944984436, -0.0530683808028698, 0.058419160544872284, -0.10729367285966873, 0.020258788019418716, 0.017407312989234924, 0.011251362040638924, -0.030317675322294235, 0.03145318478345871, 0.03859589993953705, -0.004397393204271793, -0.07734748721122742, 0.04361903667449951, -0.03193782642483711, 0.09140395373106003, 0.10324292629957199, -0.009851230308413506, -0.034973569214344025, 0.042455896735191345, 0.004355886485427618, 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0.018593812361359596, -0.10627762973308563, 0.04413168132305145, -0.0071709416806697845, -0.017923858016729355, 0.0587194487452507, 0.08663789182901382, 0.027307787910103798, 0.08886781334877014, -0.02593691647052765, -0.13773834705352783, 0.07197128981351852, -0.016870925202965736, -0.04967580363154411, -0.0028951040003448725, 0.012499152682721615, -0.026806596666574478, -0.016142815351486206, -0.12397882342338562, 0.1208801418542862, 0.03179514408111572, 0.0407920777797699, 0.044964175671339035, -0.054258543998003006, -0.012865811586380005, -0.002497753594070673, 0.039494097232818604, -0.013811441138386726, -0.03984781354665756, 0.02492440491914749, -0.06474889814853668, 0.042919550091028214, -0.0801701471209526, -0.03746107220649719, 0.003820471465587616, 0.089823417365551, 0.03161357343196869, -0.03970889002084732, 0.02572551928460598, 0.016713788732886314, -0.07326988130807877, -0.00531498808413744, -0.07320305705070496, -0.031638745218515396, -0.0696093887090683, -0.02765529416501522, -0.0026463803369551897, -0.04444044828414917, 0.028262052685022354, 0.036591872572898865, -0.04585277661681175, -0.06155942752957344, -0.06509078294038773, 0.01938401162624359, -0.09250669181346893, -0.06635873019695282, -0.018413010984659195, 0.05124935880303383, -0.029693782329559326, -0.04647977650165558, 0.06946226209402084, -0.049467217177152634] diff --git a/benchmarking/rag/functions.jsonl b/benchmarking/rag/functions.jsonl new file mode 100644 index 0000000..8e30881 --- /dev/null +++ b/benchmarking/rag/functions.jsonl @@ -0,0 +1,4 @@ +{"source": "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "definition": "scib_metrics.utils.pca(X,n_components=None,return_svd=False)[source]#", "description": "Principal component analysis (PCA)."} +{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "definition": "scanpy.read_mtx(filename,dtype='float32')[source]#", "description": "Read.mtxfile."} +{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "definition": "scanpy.read_h5ad(filename,backed=None,*,as_sparse=(),as_sparse_fmt=,chunk_size=6000)[source]#", "description": "Read.h5ad-formatted hdf5 file."} +{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html", "definition": "scanpy.read_10x_mtx(path,*,var_names='gene_symbols',make_unique=True,cache=False,cache_compression=_empty,gex_only=True,prefix=None)[source]#", "description": "Read 10x-Genomics-formatted mtx directory."} From 8a0e951e82e03934be3e2f261d1a0fc43d58fafc Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 12 Aug 2025 10:03:22 -0700 Subject: [PATCH 029/113] added umap with new prompts --- .../rag/RetrievalAugmentedGeneration.py | 77 ++++++++++++++----- 1 file changed, 56 insertions(+), 21 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 0988b0d..aa73c1d 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -9,6 +9,7 @@ # ── Dependencies ───────────────────────────────────────────── try: import requests + import umap.UMAP import re import numpy as np from bs4 import BeautifulSoup @@ -120,11 +121,31 @@ def query(self, text_query: str) -> Optional[Dict[str, str]]: if not self.embeddings: console.log("[yellow]No embeddings to compare.") return {} + + # Encode the query query_embedding = self.model.encode([text_query])[0] + + # Find most similar embedding sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) + + # Stack embeddings + query embedding + all_embeddings = np.vstack([self.embeddings, query_embedding.reshape(1, -1)]) + + # Reduce to 2D with UMAP + umap_embeddings = UMAP(n_neighbors=15, min_dist=0.1, metric='cosine').fit_transform(all_embeddings) + + # Plot + plt.figure(figsize=(8, 6)) + plt.scatter(umap_embeddings[:-1, 0], umap_embeddings[:-1, 1], label="Chunks") + plt.scatter(umap_embeddings[-1, 0], umap_embeddings[-1, 1], color="red", label="Query", marker="x", s=100) + plt.legend() + plt.title("UMAP Projection of Embeddings + Query") + plt.show() + return self.functions[idx] + def clear(self) -> None: self.embeddings = [] self.query_history = [] @@ -133,7 +154,22 @@ def clear(self) -> None: #───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - urls =["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html"] + urls = [ + # Cupcake + "A cupcake is a small, single-serving cake that is typically baked in a thin paper or foil cup. It is often topped with frosting, sprinkles, or other decorations to enhance both its flavor and appearance. Cupcakes can come in a wide variety of flavors, such as vanilla, chocolate, red velvet, or lemon. They are popular for parties and celebrations because they are easy to serve and require no slicing. Many bakeries also create gourmet cupcakes with creative fillings and toppings.", + + # Cake + "Cake is a sweet baked dessert made from a mixture of flour, sugar, eggs, butter or oil, and a leavening agent such as baking powder. It can be flavored with a variety of ingredients, including cocoa, vanilla, fruit, or spices. Cakes are often layered and frosted, making them a centerpiece for birthdays, weddings, and other celebrations. They can range in texture from light and fluffy to rich and dense. Over time, countless cultural variations of cake have emerged worldwide.", + + # Dosa + "A dosa is a thin, crispy South Indian crepe made from a fermented batter of rice and lentils. It is typically served hot with chutney and sambar, a spicy lentil-based vegetable stew. Dosas can be plain or filled with a variety of ingredients, the most popular being spiced mashed potatoes in a masala dosa. The fermentation process gives the dosa a slightly tangy flavor and a light texture. It is a staple breakfast dish in many parts of India and is also enjoyed internationally.", + + # Biryani + "Biryani is a flavorful and aromatic rice dish that is popular across South Asia and the Middle East. It is typically made with long-grain basmati rice, meat such as chicken, mutton, or fish, and a blend of fragrant spices. The dish is often layered and slow-cooked to allow the flavors to meld together. Biryani can also be prepared in vegetarian versions using vegetables and paneer. It is often served with raita, salad, or boiled eggs as accompaniments.", + + # Pakistan + "Pakistan is a country in South Asia, bordered by India, Afghanistan, Iran, and China. It has a rich cultural heritage influenced by Persian, Central Asian, and South Asian traditions. The country is known for its diverse landscapes, ranging from mountains like K2 in the north to coastal areas along the Arabian Sea. Pakistan’s cuisine, music, literature, and architecture reflect centuries of history and cultural exchange. It is also home to several UNESCO World Heritage sites, including Mohenjo-daro and the Lahore Fort." +] keywords = [ "Principal component analysis", # for scib_metrics.utils.pca @@ -143,23 +179,22 @@ def clear(self) -> None: ] for i in range(len(urls)): - url = urls[i] - keyword = keywords[i] - if not rag.url_exists(url): - func = rag.extract_html(url) - if func and func["description"]: - rag.add_function(func) - search_results = wikipedia.search(keyword) - if not search_results: - continue - search = search_results[0] - try: - wiki_summary = wikipedia.summary(search, sentences=20) - except: - wiki_summary = "" - embedding_text = wiki_summary + func["description"] - rag.create_embeddings(embedding_text) - else: - func = rag.find_by_url(url) - - print(rag.query("what is a HDF5 file")) + # url = urls[i] + # keyword = keywords[i] + # if not rag.url_exists(url): + # func = rag.extract_html(url) + # if func and func["description"]: + # rag.add_function(func) + # search_results = wikipedia.search(keyword) + # if not search_results: + # continue + # search = search_results[0] + # try: + # wiki_summary = wikipedia.summary(search, sentences=20) + # except: + # wiki_summary = "" + embedding_text = urls[i] #+ func["description"] + rag.functions.append(urls[i]) + rag.create_embeddings(embedding_text) + + print(rag.query("What type of rice is most commonly used in biryani?")) From 711518f4d62c3d3f9824edf762061cf01b5a3e45 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 12 Aug 2025 10:15:14 -0700 Subject: [PATCH 030/113] fixed umap --- .../rag/RetrievalAugmentedGeneration.py | 22 +++++++++++++++---- 1 file changed, 18 insertions(+), 4 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index aa73c1d..c13be1c 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -9,7 +9,7 @@ # ── Dependencies ───────────────────────────────────────────── try: import requests - import umap.UMAP + from umap import UMAP import re import numpy as np from bs4 import BeautifulSoup @@ -17,6 +17,7 @@ from validators import url as is_url from rich.console import Console import wikipedia + import matplotlib.pyplot as plt except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) sys.exit(1) @@ -133,15 +134,28 @@ def query(self, text_query: str) -> Optional[Dict[str, str]]: all_embeddings = np.vstack([self.embeddings, query_embedding.reshape(1, -1)]) # Reduce to 2D with UMAP - umap_embeddings = UMAP(n_neighbors=15, min_dist=0.1, metric='cosine').fit_transform(all_embeddings) + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP(n_neighbors=n_neighbors, min_dist=0.1, metric='cosine').fit_transform(all_embeddings) # Plot - plt.figure(figsize=(8, 6)) + plt.figure(figsize=(10, 8)) plt.scatter(umap_embeddings[:-1, 0], umap_embeddings[:-1, 1], label="Chunks") plt.scatter(umap_embeddings[-1, 0], umap_embeddings[-1, 1], color="red", label="Query", marker="x", s=100) + + # Annotate chunk points with their names/titles + for i, (x, y) in enumerate(umap_embeddings[:-1]): + label = self.functions[i].get("name", f"Chunk {i}") if isinstance(self.functions[i], dict) else f"Chunk {i}" + plt.annotate(label, (x, y), textcoords="offset points", xytext=(0,5), ha='center', fontsize=8, color='blue') + + # Annotate query point + plt.annotate("Query", (umap_embeddings[-1, 0], umap_embeddings[-1, 1]), + textcoords="offset points", xytext=(0,5), ha='center', fontsize=10, color='red') + plt.legend() plt.title("UMAP Projection of Embeddings + Query") - plt.show() + plt.savefig("umap_plot_annotated.png") + print("UMAP plot saved as umap_plot_annotated.png") + plt.close() return self.functions[idx] From 637b0a549347b0329ff0323801a362cbc3bc4cb6 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 12 Aug 2025 11:08:26 -0700 Subject: [PATCH 031/113] reverted back to the technique with urls --- .../rag/RetrievalAugmentedGeneration.py | 58 +++++++++---------- 1 file changed, 27 insertions(+), 31 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index c13be1c..df778a7 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -17,7 +17,9 @@ from validators import url as is_url from rich.console import Console import wikipedia + import random import matplotlib.pyplot as plt + import numpy as np except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) sys.exit(1) @@ -153,7 +155,7 @@ def query(self, text_query: str) -> Optional[Dict[str, str]]: plt.legend() plt.title("UMAP Projection of Embeddings + Query") - plt.savefig("umap_plot_annotated.png") + plt.savefig(f"umap_plot_annotated{random.randint(0, 100)}.png") print("UMAP plot saved as umap_plot_annotated.png") plt.close() @@ -169,22 +171,13 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls = [ - # Cupcake - "A cupcake is a small, single-serving cake that is typically baked in a thin paper or foil cup. It is often topped with frosting, sprinkles, or other decorations to enhance both its flavor and appearance. Cupcakes can come in a wide variety of flavors, such as vanilla, chocolate, red velvet, or lemon. They are popular for parties and celebrations because they are easy to serve and require no slicing. Many bakeries also create gourmet cupcakes with creative fillings and toppings.", - - # Cake - "Cake is a sweet baked dessert made from a mixture of flour, sugar, eggs, butter or oil, and a leavening agent such as baking powder. It can be flavored with a variety of ingredients, including cocoa, vanilla, fruit, or spices. Cakes are often layered and frosted, making them a centerpiece for birthdays, weddings, and other celebrations. They can range in texture from light and fluffy to rich and dense. Over time, countless cultural variations of cake have emerged worldwide.", - - # Dosa - "A dosa is a thin, crispy South Indian crepe made from a fermented batter of rice and lentils. It is typically served hot with chutney and sambar, a spicy lentil-based vegetable stew. Dosas can be plain or filled with a variety of ingredients, the most popular being spiced mashed potatoes in a masala dosa. The fermentation process gives the dosa a slightly tangy flavor and a light texture. It is a staple breakfast dish in many parts of India and is also enjoyed internationally.", - - # Biryani - "Biryani is a flavorful and aromatic rice dish that is popular across South Asia and the Middle East. It is typically made with long-grain basmati rice, meat such as chicken, mutton, or fish, and a blend of fragrant spices. The dish is often layered and slow-cooked to allow the flavors to meld together. Biryani can also be prepared in vegetarian versions using vegetables and paneer. It is often served with raita, salad, or boiled eggs as accompaniments.", - - # Pakistan - "Pakistan is a country in South Asia, bordered by India, Afghanistan, Iran, and China. It has a rich cultural heritage influenced by Persian, Central Asian, and South Asian traditions. The country is known for its diverse landscapes, ranging from mountains like K2 in the north to coastal areas along the Arabian Sea. Pakistan’s cuisine, music, literature, and architecture reflect centuries of history and cultural exchange. It is also home to several UNESCO World Heritage sites, including Mohenjo-daro and the Lahore Fort." + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html" ] + keywords = [ "Principal component analysis", # for scib_metrics.utils.pca "Matrix market exchange format", # for scanpy.read_mtx @@ -192,23 +185,26 @@ def clear(self) -> None: "10x Genomics" # for scanpy.read_10x_mtx ] + prompts = ["Perform prinicipal component analysis on h5ad", "Perform PCA on h5ad file", "Perform PCA on h5ad", "Do prinicipal component analysis", "Do PCA on h5ad file", "Compute PCA", "Read 10x mtx file"] + for i in range(len(urls)): - # url = urls[i] - # keyword = keywords[i] - # if not rag.url_exists(url): - # func = rag.extract_html(url) - # if func and func["description"]: - # rag.add_function(func) - # search_results = wikipedia.search(keyword) - # if not search_results: - # continue - # search = search_results[0] - # try: - # wiki_summary = wikipedia.summary(search, sentences=20) - # except: - # wiki_summary = "" - embedding_text = urls[i] #+ func["description"] + url = urls[i] + keyword = keywords[i] + if not rag.url_exists(url): + func = rag.extract_html(url) + if func and func["description"]: + rag.add_function(func) + search_results = wikipedia.search(keyword) + if not search_results: + continue + search = search_results[0] + try: + wiki_summary = wikipedia.summary(search, sentences=20) + except: + wiki_summary = "" + embedding_text = urls[i] + func["description"] rag.functions.append(urls[i]) rag.create_embeddings(embedding_text) - print(rag.query("What type of rice is most commonly used in biryani?")) + for prompt in prompts: + print(rag.query(prompt)) From 8e9882fef6cf3007e637b9203302875914b80505 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 12 Aug 2025 11:13:50 -0700 Subject: [PATCH 032/113] fixed error --- benchmarking/rag/RetrievalAugmentedGeneration.py | 1 - 1 file changed, 1 deletion(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index df778a7..365482d 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -203,7 +203,6 @@ def clear(self) -> None: except: wiki_summary = "" embedding_text = urls[i] + func["description"] - rag.functions.append(urls[i]) rag.create_embeddings(embedding_text) for prompt in prompts: From db87dcb0865b5228f0b4fe34f38b11c07fdd74f3 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 12 Aug 2025 23:43:59 -0700 Subject: [PATCH 033/113] added some visualization in umap and heatmap --- .../rag/RetrievalAugmentedGeneration.py | 117 +++++++++++++----- 1 file changed, 87 insertions(+), 30 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 365482d..5527c87 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -119,47 +119,87 @@ def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims + def query(self, text_query: str) -> Optional[Dict[str, str]]: self.query_history.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") return {} - - # Encode the query query_embedding = self.model.encode([text_query])[0] - - # Find most similar embedding sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) + return self.functions[idx] + + def umap_plot(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to plot.") + return - # Stack embeddings + query embedding + query_embedding = self.model.encode(self.queries)[0] all_embeddings = np.vstack([self.embeddings, query_embedding.reshape(1, -1)]) # Reduce to 2D with UMAP n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP(n_neighbors=n_neighbors, min_dist=0.1, metric='cosine').fit_transform(all_embeddings) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) # Plot plt.figure(figsize=(10, 8)) plt.scatter(umap_embeddings[:-1, 0], umap_embeddings[:-1, 1], label="Chunks") - plt.scatter(umap_embeddings[-1, 0], umap_embeddings[-1, 1], color="red", label="Query", marker="x", s=100) + plt.scatter(umap_embeddings[-1, 0], umap_embeddings[-1, 1], + color="red", label="Query", marker="x", s=100) - # Annotate chunk points with their names/titles + # Annotate chunks for i, (x, y) in enumerate(umap_embeddings[:-1]): label = self.functions[i].get("name", f"Chunk {i}") if isinstance(self.functions[i], dict) else f"Chunk {i}" - plt.annotate(label, (x, y), textcoords="offset points", xytext=(0,5), ha='center', fontsize=8, color='blue') + plt.annotate(label, (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') - # Annotate query point + # Annotate query plt.annotate("Query", (umap_embeddings[-1, 0], umap_embeddings[-1, 1]), - textcoords="offset points", xytext=(0,5), ha='center', fontsize=10, color='red') + textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') plt.legend() plt.title("UMAP Projection of Embeddings + Query") - plt.savefig(f"umap_plot_annotated{random.randint(0, 100)}.png") - print("UMAP plot saved as umap_plot_annotated.png") + filename = f"umap_plot_annotated{random.randint(0, 100)}.png" + plt.savefig(filename) + console.log(f"[green]UMAP plot saved as {filename}[/green]") plt.close() + + + def cosine_distance_heatmap(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings or queries to compare.") + return - return self.functions[idx] + query_embedding = self.model.encode(self.queries)[0] + distances = sklearn.metrics.pairwise_distances( + X=query_embedding.reshape(1, -1), + Y=np.array(self.embeddings), + metric='cosine' + ) + + # Create labels + labels = [ + self.functions[i].get("name", f"Chunk {i}") if isinstance(self.functions[i], dict) else f"Chunk {i}" + for i in range(len(self.embeddings)) + ] + + # Plot heatmap + plt.figure(figsize=(10, 2)) + sns.heatmap(distances, square=False, annot=True, cbar=False, cmap='Blues', + xticklabels=labels, yticklabels=["Query"]) + plt.title("Cosine Distance Heatmap") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.tight_layout() + filename = f"cosine_distance_heatmap_{random.randint(0, 100)}.png" + plt.savefig(filename) + console.log(f"[green]Cosine distance heatmap saved as {filename}[/green]") + plt.close() def clear(self) -> None: @@ -171,12 +211,11 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls = [ - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html" -] - + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", + "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html" + ] keywords = [ "Principal component analysis", # for scib_metrics.utils.pca @@ -185,7 +224,28 @@ def clear(self) -> None: "10x Genomics" # for scanpy.read_10x_mtx ] - prompts = ["Perform prinicipal component analysis on h5ad", "Perform PCA on h5ad file", "Perform PCA on h5ad", "Do prinicipal component analysis", "Do PCA on h5ad file", "Compute PCA", "Read 10x mtx file"] + prompts = [ + # PCA + "How to perform principal component analysis?", + "Explain PCA usage in scib_metrics", + + # read_mtx + "How to read matrix market files with Scanpy?", + "Load sparse count data in Scanpy", + + # read_h5ad + "How to load h5ad files with Scanpy?", + "Usage of scanpy.read_h5ad", + + # read_10x_mtx + "How to read 10x Genomics data in Scanpy?", + "Explain scanpy.read_10x_mtx function" + ] + + #WATCH VIDEO --> new transformer model may be less dependent on the length of the embedding, attention models work because of a learned relationship between tokens + #experiment sentence length with query + #experiment manually --> tell the agent works best + #try cosine similarity instead of umap, can try to do a heatmap for i in range(len(urls)): url = urls[i] @@ -194,16 +254,13 @@ def clear(self) -> None: func = rag.extract_html(url) if func and func["description"]: rag.add_function(func) - search_results = wikipedia.search(keyword) - if not search_results: - continue - search = search_results[0] try: - wiki_summary = wikipedia.summary(search, sentences=20) + search_results = wikipedia.search(keyword) + wiki_summary = wikipedia.summary(search_results[0], sentences=20) except: wiki_summary = "" - embedding_text = urls[i] + func["description"] - rag.create_embeddings(embedding_text) - + embedding_text = wiki_summary + func["description"] + rag.create_embeddings(embedding_text) for prompt in prompts: - print(rag.query(prompt)) + rag.query(prompt) + rag.umap_plot() From a5ff28c535792819c16fcbbb628f7c029b3e9843 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 12 Aug 2025 23:46:05 -0700 Subject: [PATCH 034/113] added fixes to rag file --- benchmarking/rag/RetrievalAugmentedGeneration.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 5527c87..1d40117 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -20,6 +20,9 @@ import random import matplotlib.pyplot as plt import numpy as np + import sklearn + import seaborn as sns + except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) sys.exit(1) @@ -37,10 +40,10 @@ class RetrievalAugmentedGeneration: def __init__(self) -> None: self.embeddings = self.load_embeddings() self.functions = self.load_functions() - self.query_history = [] + self.queries = [] def view_history(self) -> None: - print("Query history:", self.query_history) + print("Query history:", self.queries) def load_embeddings(self) -> Optional[List[np.ndarray]]: try: @@ -121,7 +124,7 @@ def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: def query(self, text_query: str) -> Optional[Dict[str, str]]: - self.query_history.append(text_query) + self.queries.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") return {} @@ -204,7 +207,7 @@ def cosine_distance_heatmap(self) -> None: def clear(self) -> None: self.embeddings = [] - self.query_history = [] + self.queries = [] self.functions = [] #───────────────────────────────────────────── From 5c364a0816cb238d476dc28678f1d52b1231d44f Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 13 Aug 2025 00:32:22 -0700 Subject: [PATCH 035/113] file finalized for 2day --- .../rag/RetrievalAugmentedGeneration.py | 94 +++++++++++-------- 1 file changed, 54 insertions(+), 40 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 1d40117..b65ac1d 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -133,14 +133,20 @@ def query(self, text_query: str) -> Optional[Dict[str, str]]: idx = np.argmax(sims) return self.functions[idx] - def umap_plot(self) -> None: + def umap_plot(self, keywords: List[str]) -> None: if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to plot.") + console.log("[yellow]No embeddings or queries to plot.") return - - query_embedding = self.model.encode(self.queries)[0] - all_embeddings = np.vstack([self.embeddings, query_embedding.reshape(1, -1)]) - + + if len(keywords) != len(self.embeddings): + console.log("[red]Number of keywords must match number of embeddings![/red]") + return + + # Encode all queries + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + # Reduce to 2D with UMAP n_neighbors = min(15, len(all_embeddings) - 1) umap_embeddings = UMAP( @@ -148,60 +154,67 @@ def umap_plot(self) -> None: min_dist=0.1, metric='cosine' ).fit_transform(all_embeddings) - + # Plot plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:-1, 0], umap_embeddings[:-1, 1], label="Chunks") - plt.scatter(umap_embeddings[-1, 0], umap_embeddings[-1, 1], - color="red", label="Query", marker="x", s=100) - - # Annotate chunks - for i, (x, y) in enumerate(umap_embeddings[:-1]): - label = self.functions[i].get("name", f"Chunk {i}") if isinstance(self.functions[i], dict) else f"Chunk {i}" - plt.annotate(label, (x, y), textcoords="offset points", xytext=(0, 5), + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + # Annotate embeddings with keywords + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(keywords[i], (x, y), textcoords="offset points", xytext=(0, 5), ha='center', fontsize=8, color='blue') - - # Annotate query - plt.annotate("Query", (umap_embeddings[-1, 0], umap_embeddings[-1, 1]), - textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - + + # Annotate queries with actual query strings + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + plt.legend() - plt.title("UMAP Projection of Embeddings + Query") - filename = f"umap_plot_annotated{random.randint(0, 100)}.png" + plt.title("UMAP Projection of All Embeddings + Queries") + plt.tight_layout() + + filename = f"umap_all_queries_{random.randint(0, 100)}.png" plt.savefig(filename) - console.log(f"[green]UMAP plot saved as {filename}[/green]") + console.log(f"[green]UMAP plot for all queries saved as {filename}[/green]") plt.close() - def cosine_distance_heatmap(self) -> None: if not self.embeddings or not self.queries: console.log("[yellow]No embeddings or queries to compare.") return - query_embedding = self.model.encode(self.queries)[0] + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings distances = sklearn.metrics.pairwise_distances( - X=query_embedding.reshape(1, -1), - Y=np.array(self.embeddings), + X=query_embeddings, # rows: queries + Y=embeddings_array, # cols: embeddings metric='cosine' ) - # Create labels - labels = [ - self.functions[i].get("name", f"Chunk {i}") if isinstance(self.functions[i], dict) else f"Chunk {i}" - for i in range(len(self.embeddings)) - ] + # Labels + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] # Plot heatmap - plt.figure(figsize=(10, 2)) - sns.heatmap(distances, square=False, annot=True, cbar=False, cmap='Blues', - xticklabels=labels, yticklabels=["Query"]) - plt.title("Cosine Distance Heatmap") + plt.figure(figsize=(len(col_labels)*0.5 + 3, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) plt.tight_layout() - filename = f"cosine_distance_heatmap_{random.randint(0, 100)}.png" + + # Save + filename = f"full_cosine_distance_heatmap_{random.randint(0, 100)}.png" plt.savefig(filename) - console.log(f"[green]Cosine distance heatmap saved as {filename}[/green]") + console.log(f"[green]Full cosine distance heatmap saved as {filename}[/green]") plt.close() @@ -266,4 +279,5 @@ def clear(self) -> None: rag.create_embeddings(embedding_text) for prompt in prompts: rag.query(prompt) - rag.umap_plot() + rag.umap_plot(keywords) + rag.cosine_distance_heatmap() From 225bdfc59eb8747fd4ab605db50af1bdb0e37c65 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Fri, 15 Aug 2025 10:51:17 -0700 Subject: [PATCH 036/113] added variations to chunking --- .../rag/RetrievalAugmentedGeneration.py | 91 ++++++++++--------- 1 file changed, 47 insertions(+), 44 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index b65ac1d..da7ddcc 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -176,20 +176,19 @@ def umap_plot(self, keywords: List[str]) -> None: plt.legend() plt.title("UMAP Projection of All Embeddings + Queries") - plt.tight_layout() filename = f"umap_all_queries_{random.randint(0, 100)}.png" plt.savefig(filename) console.log(f"[green]UMAP plot for all queries saved as {filename}[/green]") plt.close() - - def cosine_distance_heatmap(self) -> None: + + def cosine_distance_heatmap(self, keywords: List[str]) -> None: if not self.embeddings or not self.queries: console.log("[yellow]No embeddings or queries to compare.") return - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) # Compute cosine distances between queries and embeddings distances = sklearn.metrics.pairwise_distances( @@ -200,24 +199,33 @@ def cosine_distance_heatmap(self) -> None: # Labels row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.embeddings))] # Plot heatmap - plt.figure(figsize=(len(col_labels)*0.5 + 3, len(row_labels)*0.5 + 2)) + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', xticklabels=col_labels, yticklabels=row_labels) plt.title("Cosine Distance Heatmap (Queries × Embeddings)") plt.xticks(rotation=45, ha="right", fontsize=8) plt.yticks(fontsize=8) - plt.tight_layout() + + # Build mapping text + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(keywords)]) + + # Add mapping text to right side of plot + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + # Save filename = f"full_cosine_distance_heatmap_{random.randint(0, 100)}.png" - plt.savefig(filename) + plt.savefig(filename, bbox_inches="tight") console.log(f"[green]Full cosine distance heatmap saved as {filename}[/green]") plt.close() + def clear(self) -> None: self.embeddings = [] self.queries = [] @@ -227,41 +235,22 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls = [ - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", - "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html" + "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" ] keywords = [ - "Principal component analysis", # for scib_metrics.utils.pca - "Matrix market exchange format", # for scanpy.read_mtx - "HDF5", # for scanpy.read_h5ad (since h5ad files are based on HDF5) - "10x Genomics" # for scanpy.read_10x_mtx + "Description only", # func["description"] + "Signature only", # func["definition"] + "Wiki first 5 sentences", # first 5 wiki sentences + "Wiki first 10 sentences", # first 10 wiki sentences + "Full Wikipedia", # full wiki content + "Description + Signature", # description + signature + "Description + Wiki snippet" # description + first 5 wiki sentences ] - prompts = [ - # PCA - "How to perform principal component analysis?", - "Explain PCA usage in scib_metrics", - - # read_mtx - "How to read matrix market files with Scanpy?", - "Load sparse count data in Scanpy", - - # read_h5ad - "How to load h5ad files with Scanpy?", - "Usage of scanpy.read_h5ad", - - # read_10x_mtx - "How to read 10x Genomics data in Scanpy?", - "Explain scanpy.read_10x_mtx function" - ] - #WATCH VIDEO --> new transformer model may be less dependent on the length of the embedding, attention models work because of a learned relationship between tokens - #experiment sentence length with query - #experiment manually --> tell the agent works best - #try cosine similarity instead of umap, can try to do a heatmap + prompts = ["SCIB-metrics Prinicipal Component Analysis"] + for i in range(len(urls)): url = urls[i] @@ -272,12 +261,26 @@ def clear(self) -> None: rag.add_function(func) try: search_results = wikipedia.search(keyword) - wiki_summary = wikipedia.summary(search_results[0], sentences=20) + wiki_page = wikipedia.page(search_results[0]).content + wiki_sentences = re.split(r'(?<=[.!?]) +', wiki_page) except: - wiki_summary = "" - embedding_text = wiki_summary + func["description"] - rag.create_embeddings(embedding_text) + wiki_sentences = [] + + # Create diverse embeddings + text_variants = [ + func["description"], # Just description + func["definition"], # Just signature + " ".join(wiki_sentences[:5]), # First 5 sentences of Wikipedia + " ".join(wiki_sentences[:10]), # First 10 sentences of Wikipedia + " ".join(wiki_sentences) if wiki_sentences else "", # Full Wikipedia content + func["description"] + " " + func["definition"], # Description + signature + func["description"] + " " + " ".join(wiki_sentences[:5]) # Mixed content + ] + + for text in text_variants: + rag.create_embeddings(text) + for prompt in prompts: rag.query(prompt) - rag.umap_plot(keywords) - rag.cosine_distance_heatmap() + + rag.cosine_distance_heatmap(keywords) \ No newline at end of file From 36e7b4916ebb5714fd481178047073d151f6e4af Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Fri, 15 Aug 2025 10:51:44 -0700 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z4%ZFpEZ}pou!uT8jW=oa^YhyiUHs+^)<(*%lOq*Rlk*d9gDrTQ|Awroh3t8$U&RB0 zgUul`A(^Y(B%_%u`apLVy->2AD`S<|xy2kNhfu4khGdOY5VIPr@E75o&Q6%%+Z=K< zG&MDQLU7?>L|?~w0gcw?dT|kL^~rN50Z`OJ?GYtB`ZE4o1!#}nO+vrhX^IVZ>FZd0 zhu3YBr6`PM4;HaYmw-0k)ZDdU)Y}v0CLrznwQ83(VFScJZytq1*&Z5?lHz;Y4+r3? z!bFFti3e3egM)+QHa@QHPyauc}MN zgS$nblGXedsUu36h@F+{Td_?c+I1`x41V=~Aumt2k_F8gBpr4?Oj9Kc_`S+Q;XZ4F zsxyZpqmCg32h&H;!y_+7T`e*NBhVHZ8eC}`EGuItTLj%FlsfR7*j%=?jfA&P5_Y+Q zPmtzzV2T|)WL}{;-Fs2i7A4oNZ*6S{k?-MvySojB!PkV8-Fg5ggyWA}1KOT)o1BJ^ zFv>+lL~Ol?$5k0E>{M8*OC%83?uhu>mnB3iECI^+N0@3O5l0|N!UNW!qG*9gg^gSb z5`VQVzov-}WwHY!VMFo?V8O{E1aBuE1p1#5oE!;%ZJD%ti-zb_3q}s2WChbZ9?7HG z6Yb&YSXJqi4tf+FK-80;zyB!Mo_y#IXEZuJB|=v;#})qcrXL=@O_=*66%=~n7+`8+ zV`F)Fcw$qO&z*Z%?8n4s5Ne_8)cc~CR7a5~-s$T;y(8m{d8?jJ>w$c$@5BGBk1d(3 tDf8q1|1yUE^$E&9O^|<`51fx_*`%b-jj9q6+sWxrII4Uk>F2Z8{{!*7O Date: Fri, 15 Aug 2025 10:57:27 -0700 Subject: [PATCH 038/113] varying wiki +description contents --- benchmarking/rag/RetrievalAugmentedGeneration.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index da7ddcc..c524b2d 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -249,7 +249,7 @@ def clear(self) -> None: ] - prompts = ["SCIB-metrics Prinicipal Component Analysis"] + prompt = "SCIB-metrics Prinicipal Component Analysis" for i in range(len(urls)): @@ -280,7 +280,6 @@ def clear(self) -> None: for text in text_variants: rag.create_embeddings(text) - for prompt in prompts: - rag.query(prompt) + rag.queries.append(prompt) rag.cosine_distance_heatmap(keywords) \ No newline at end of file From a7ce5cf3ff5f28752a2af5cda7e2737de0da52d9 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Fri, 15 Aug 2025 11:36:47 -0700 Subject: [PATCH 039/113] diff sizes of wiki page --- .../rag/RetrievalAugmentedGeneration.py | 46 +++++++------------ 1 file changed, 17 insertions(+), 29 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index c524b2d..e5b657c 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -237,49 +237,37 @@ def clear(self) -> None: urls = [ "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" ] - - keywords = [ - "Description only", # func["description"] - "Signature only", # func["definition"] - "Wiki first 5 sentences", # first 5 wiki sentences - "Wiki first 10 sentences", # first 10 wiki sentences - "Full Wikipedia", # full wiki content - "Description + Signature", # description + signature - "Description + Wiki snippet" # description + first 5 wiki sentences - ] - - - prompt = "SCIB-metrics Prinicipal Component Analysis" - + keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] + prompts= ["SCIB Metics Principal Component Analysis"] for i in range(len(urls)): url = urls[i] - keyword = keywords[i] + keyword = "Prinicipal Component Analysis" if not rag.url_exists(url): func = rag.extract_html(url) if func and func["description"]: rag.add_function(func) try: search_results = wikipedia.search(keyword) + print(search_results) wiki_page = wikipedia.page(search_results[0]).content wiki_sentences = re.split(r'(?<=[.!?]) +', wiki_page) except: wiki_sentences = [] - # Create diverse embeddings - text_variants = [ - func["description"], # Just description - func["definition"], # Just signature - " ".join(wiki_sentences[:5]), # First 5 sentences of Wikipedia - " ".join(wiki_sentences[:10]), # First 10 sentences of Wikipedia - " ".join(wiki_sentences) if wiki_sentences else "", # Full Wikipedia content - func["description"] + " " + func["definition"], # Description + signature - func["description"] + " " + " ".join(wiki_sentences[:5]) # Mixed content - ] + sentence_lengths = [1, 5, 10, 20, 30, None] + embedding_variants = [] - for text in text_variants: - rag.create_embeddings(text) - - rag.queries.append(prompt) + for n in sentence_lengths: + if n is None: + text_variant = " ".join(wiki_sentences) + else: + wiki_part = " ".join(wiki_sentences[:n]) + text_variant = wiki_part + " " + func["description"] + + print(f"[{n if n else 'full'} sentences] {text_variant[200:]}...") + embedding = rag.create_embeddings(text_variant) + embedding_variants.append(embedding) + rag.queries += prompts rag.cosine_distance_heatmap(keywords) \ No newline at end of file From f8e9c84636e5319e8f808028010458b600b6e75f Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Fri, 15 Aug 2025 12:40:01 -0700 Subject: [PATCH 040/113] more variations --- .../rag/RetrievalAugmentedGeneration.py | 67 ++++++++++++------- 1 file changed, 42 insertions(+), 25 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index e5b657c..773966c 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -237,37 +237,54 @@ def clear(self) -> None: urls = [ "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" ] - keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] - prompts= ["SCIB Metics Principal Component Analysis"] + keywords = [ + "Description only", # func["description"] + "Signature only", # func["definition"] + "Wiki first 5 sentences", # first 5 wiki sentences + "Wiki first 10 sentences", # first 10 wiki sentences + "Full Wikipedia", # full wiki content + "Description + Signature", # description + signature + "Description + Wiki snippet" # description + first 5 wiki sentences + ] + prompts = [ + "Principal Component Analysis", # fixed spelling + "PCA", + "SCIB-metrics Principal Component Analysis", # fixed spelling + "SCIB-metrics PCA", + "Use the scib_metrics.utils.pca to perform principal component analysis", # fixed spelling + "Use the scib_metrics.utils.pca", + "Use the scib_metrics library to perform pca", + "scib_metrics.utils.pca", + "Principal Component Analysis (PCA) is a method for reducing the dimensionality of a dataset. It identifies the directions (principal components) along which the data varies the most, allowing for a simpler representation while preserving as much information as possible.", + "Principal Component Analysis (PCA) is a statistical method that transforms high-dimensional data into a lower-dimensional form while retaining the most important variance.", + "Perform Principal Component Analysis (PCA) using the scib_metrics library. Use scib_metrics.utils.pca to compute the PCA and return the transformed dataset." + ] + for i in range(len(urls)): url = urls[i] - keyword = "Prinicipal Component Analysis" + keyword = "Principal Component Analysis" if not rag.url_exists(url): func = rag.extract_html(url) if func and func["description"]: rag.add_function(func) - try: - search_results = wikipedia.search(keyword) - print(search_results) - wiki_page = wikipedia.page(search_results[0]).content - wiki_sentences = re.split(r'(?<=[.!?]) +', wiki_page) - except: - wiki_sentences = [] - - sentence_lengths = [1, 5, 10, 20, 30, None] - embedding_variants = [] - - for n in sentence_lengths: - if n is None: - text_variant = " ".join(wiki_sentences) - else: - wiki_part = " ".join(wiki_sentences[:n]) - text_variant = wiki_part + " " + func["description"] - - print(f"[{n if n else 'full'} sentences] {text_variant[200:]}...") - embedding = rag.create_embeddings(text_variant) - embedding_variants.append(embedding) + search_results = wikipedia.search(keyword) + wiki_page = wikipedia.page(search_results[0]).content + wiki_sentences = re.split(r'(?<=[.!?]) +', wiki_page) + + # Create diverse embeddings + text_variants = [ + func["description"], # Just description + func["definition"], # Just signature + " ".join(wiki_sentences[:5]), # First 5 sentences of Wikipedia + " ".join(wiki_sentences[:10]), # First 10 sentences of Wikipedia + " ".join(wiki_sentences) if wiki_sentences else "", # Full Wikipedia content + func["description"] + " " + func["definition"], # Description + signature + func["description"] + " " + " ".join(wiki_sentences[:5]) # Mixed content + ] + + for text in text_variants: + print(text.strip()) + rag.create_embeddings(text) rag.queries += prompts - rag.cosine_distance_heatmap(keywords) \ No newline at end of file From 5741d6a258e56f1a47f68ca27e2a297f6cbbc8d9 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 15:54:52 -0700 Subject: [PATCH 041/113] trying with a bigger embedding model --- .../rag/RetrievalAugmentedGeneration.py | 62 ++++++------------- 1 file changed, 18 insertions(+), 44 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 773966c..685cf96 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -35,7 +35,7 @@ # ──────Class────────────────────────────────────────────────────────── class RetrievalAugmentedGeneration: - model = SentenceTransformer('all-MiniLM-L6-v2') + model = SentenceTransformer('intfloat/e5-large-v2') def __init__(self) -> None: self.embeddings = self.load_embeddings() @@ -131,7 +131,7 @@ def query(self, text_query: str) -> Optional[Dict[str, str]]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.functions[idx] + return self.embeddings[idx] def umap_plot(self, keywords: List[str]) -> None: if not self.embeddings or not self.queries: @@ -234,57 +234,31 @@ def clear(self) -> None: #───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - urls = [ - "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - ] - keywords = [ - "Description only", # func["description"] - "Signature only", # func["definition"] - "Wiki first 5 sentences", # first 5 wiki sentences - "Wiki first 10 sentences", # first 10 wiki sentences - "Full Wikipedia", # full wiki content - "Description + Signature", # description + signature - "Description + Wiki snippet" # description + first 5 wiki sentences - ] - prompts = [ - "Principal Component Analysis", # fixed spelling - "PCA", - "SCIB-metrics Principal Component Analysis", # fixed spelling - "SCIB-metrics PCA", - "Use the scib_metrics.utils.pca to perform principal component analysis", # fixed spelling - "Use the scib_metrics.utils.pca", - "Use the scib_metrics library to perform pca", - "scib_metrics.utils.pca", - "Principal Component Analysis (PCA) is a method for reducing the dimensionality of a dataset. It identifies the directions (principal components) along which the data varies the most, allowing for a simpler representation while preserving as much information as possible.", - "Principal Component Analysis (PCA) is a statistical method that transforms high-dimensional data into a lower-dimensional form while retaining the most important variance.", - "Perform Principal Component Analysis (PCA) using the scib_metrics library. Use scib_metrics.utils.pca to compute the PCA and return the transformed dataset." - ] - + urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" ] + keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] #this is used just to provide useful descriptions for the cosine distance heatmap + prompts = ["SCIB Metrics Principal Component Analysis"] + for i in range(len(urls)): url = urls[i] - keyword = "Principal Component Analysis" + search_term = "Principal Component Analysis" if not rag.url_exists(url): func = rag.extract_html(url) if func and func["description"]: rag.add_function(func) - search_results = wikipedia.search(keyword) + search_results = wikipedia.search(search_term) wiki_page = wikipedia.page(search_results[0]).content wiki_sentences = re.split(r'(?<=[.!?]) +', wiki_page) + sentence_lengths = [1, 5, 10, 20, 30, None] + + for n in sentence_lengths: + if n is None: + text_variant = " ".join(wiki_sentences) + else: + wiki_part = " ".join(wiki_sentences[:n]) + text_variant = func["description"] + " " + wiki_part - # Create diverse embeddings - text_variants = [ - func["description"], # Just description - func["definition"], # Just signature - " ".join(wiki_sentences[:5]), # First 5 sentences of Wikipedia - " ".join(wiki_sentences[:10]), # First 10 sentences of Wikipedia - " ".join(wiki_sentences) if wiki_sentences else "", # Full Wikipedia content - func["description"] + " " + func["definition"], # Description + signature - func["description"] + " " + " ".join(wiki_sentences[:5]) # Mixed content - ] - - for text in text_variants: - print(text.strip()) - rag.create_embeddings(text) + rag.create_embeddings(text_variant) rag.queries += prompts + rag.cosine_distance_heatmap(keywords) \ No newline at end of file From 5b06c44d1a4807564647918b6d4b01ec9117fc06 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 17:00:13 -0700 Subject: [PATCH 042/113] trying wiki api --- .../rag/RetrievalAugmentedGeneration.py | 59 +++++++++++-------- 1 file changed, 34 insertions(+), 25 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 685cf96..d1f9362 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -11,12 +11,11 @@ import requests from umap import UMAP import re - import numpy as np from bs4 import BeautifulSoup from sentence_transformers import SentenceTransformer from validators import url as is_url from rich.console import Console - import wikipedia + import wikipediaapi import random import matplotlib.pyplot as plt import numpy as np @@ -35,7 +34,7 @@ # ──────Class────────────────────────────────────────────────────────── class RetrievalAugmentedGeneration: - model = SentenceTransformer('intfloat/e5-large-v2') + model = SentenceTransformer('intfloat/e5-base-v2') def __init__(self) -> None: self.embeddings = self.load_embeddings() @@ -123,7 +122,7 @@ def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: return sims - def query(self, text_query: str) -> Optional[Dict[str, str]]: + def query(self, text_query: str) -> Optional[np.ndarray]: self.queries.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") @@ -186,6 +185,10 @@ def cosine_distance_heatmap(self, keywords: List[str]) -> None: if not self.embeddings or not self.queries: console.log("[yellow]No embeddings or queries to compare.") return + + if len(keywords) != len(self.embeddings): + console.log("[red]Number of keywords must match number of embeddings![/red]") + return query_embeddings = self.model.encode(self.queries) embeddings_array = np.array(self.embeddings) @@ -234,31 +237,37 @@ def clear(self) -> None: #───────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" ] - keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] #this is used just to provide useful descriptions for the cosine distance heatmap + urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] + keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] prompts = ["SCIB Metrics Principal Component Analysis"] + wiki_wiki = wikipediaapi.Wikipedia("en") for i in range(len(urls)): url = urls[i] search_term = "Principal Component Analysis" - if not rag.url_exists(url): - func = rag.extract_html(url) - if func and func["description"]: - rag.add_function(func) - search_results = wikipedia.search(search_term) - wiki_page = wikipedia.page(search_results[0]).content - wiki_sentences = re.split(r'(?<=[.!?]) +', wiki_page) - sentence_lengths = [1, 5, 10, 20, 30, None] - - for n in sentence_lengths: - if n is None: - text_variant = " ".join(wiki_sentences) - else: - wiki_part = " ".join(wiki_sentences[:n]) - text_variant = func["description"] + " " + wiki_part + func = rag.extract_html(url) + if func and func["description"]: + search_results = wikipedia.search(search_term) + wiki_page = wiki_wiki.page(search_results[0]) - rag.create_embeddings(text_variant) - rag.queries += prompts - - rag.cosine_distance_heatmap(keywords) \ No newline at end of file + # Get full page text and split into sentences + full_text = wiki_page.text + sentences = [s.strip() for s in re.split(r'(?<=[.!?]) +', full_text) if s.strip()] + + sentence_lengths = [1, 5, 10, 20, 30, None] + for n in sentence_lengths: + if n is None: + text_variant = " ".join(sentences) # full page + else: + text_variant = " ".join(sentences[:n]) # first n sentences + + console.print(f"[red][bold]{n} sentences:\n") + console.print(f"{text_variant[:500]}…") # preview first 500 chars + + func["definition"] += str(n) + # rag.add_function(func) + # rag.create_embeddings(text_variant) + + # rag.queries += prompts + # rag.cosine_distance_heatmap(keywords) From dc672f3e8393b9310427ac42ab3c4291639a25e1 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 17:07:24 -0700 Subject: [PATCH 043/113] working implementation -not helpful --- benchmarking/rag/RetrievalAugmentedGeneration.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index d1f9362..3a6be41 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -21,6 +21,7 @@ import numpy as np import sklearn import seaborn as sns + import wikipedia except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) @@ -241,7 +242,7 @@ def clear(self) -> None: keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] prompts = ["SCIB Metrics Principal Component Analysis"] - wiki_wiki = wikipediaapi.Wikipedia("en") + wiki = wikipediaapi.Wikipedia(language="en", user_agent="OlafBot") for i in range(len(urls)): url = urls[i] @@ -249,9 +250,7 @@ def clear(self) -> None: func = rag.extract_html(url) if func and func["description"]: search_results = wikipedia.search(search_term) - wiki_page = wiki_wiki.page(search_results[0]) - - # Get full page text and split into sentences + wiki_page = wiki.page(search_results[0]) full_text = wiki_page.text sentences = [s.strip() for s in re.split(r'(?<=[.!?]) +', full_text) if s.strip()] @@ -263,7 +262,7 @@ def clear(self) -> None: text_variant = " ".join(sentences[:n]) # first n sentences console.print(f"[red][bold]{n} sentences:\n") - console.print(f"{text_variant[:500]}…") # preview first 500 chars + console.print(f"{text_variant[-500:]}…") # preview first 500 chars func["definition"] += str(n) # rag.add_function(func) From 46980a56d4174934ce284eb67497d2968bd3003d Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 17:44:47 -0700 Subject: [PATCH 044/113] trying to aggresively remove stuff from the wiki result --- .../rag/RetrievalAugmentedGeneration.py | 29 ++++++++++++------- 1 file changed, 18 insertions(+), 11 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 3a6be41..05e2dc5 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -236,22 +236,23 @@ def clear(self) -> None: self.functions = [] #───────────────────────────────────────────── + if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] prompts = ["SCIB Metrics Principal Component Analysis"] - wiki = wikipediaapi.Wikipedia(language="en", user_agent="OlafBot") - for i in range(len(urls)): url = urls[i] search_term = "Principal Component Analysis" func = rag.extract_html(url) if func and func["description"]: search_results = wikipedia.search(search_term) - wiki_page = wiki.page(search_results[0]) - full_text = wiki_page.text + wiki_title = search_results[0] + full_text = wikipedia.page(wiki_title).content + + # Split full text into sentences sentences = [s.strip() for s in re.split(r'(?<=[.!?]) +', full_text) if s.strip()] sentence_lengths = [1, 5, 10, 20, 30, None] @@ -260,13 +261,19 @@ def clear(self) -> None: text_variant = " ".join(sentences) # full page else: text_variant = " ".join(sentences[:n]) # first n sentences - + + text_variant = re.sub(r"\\[a-zA-Z]+{.*?}", "", text) + text_variant = re.sub(r"\$.*?\$", "", text_variant) + text_variant = re.sub(r"\\\[.*?\\\]", "", text_variant, flags=re.DOTALL) + text_variant = re.sub(r"\$\$.*?\$\$", "", text_variant, flags=re.DOTALL) + text_variant = re.sub(r"{.*?}", "", text_variant) + text_variant = re.sub(r"\([a-zA-Z0-9_ ,.-]*\)", "", text_variant) + text_variant = re.sub(r"\s+", " ", text_variant).strip() console.print(f"[red][bold]{n} sentences:\n") - console.print(f"{text_variant[-500:]}…") # preview first 500 chars + console.print(f"{text_variant}…") # preview last 500 chars func["definition"] += str(n) - # rag.add_function(func) - # rag.create_embeddings(text_variant) - - # rag.queries += prompts - # rag.cosine_distance_heatmap(keywords) + #rag.add_function(func) + #rag.create_embeddings(text_variant) + #rag.queries += prompts + #rag.cosine_distance_heatmap(keywords) From db72f9c3a6484a0e75d4c17e1156c539559b34cf Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 17:55:48 -0700 Subject: [PATCH 045/113] trying to aggresively remove more --- .../rag/RetrievalAugmentedGeneration.py | 34 +++++++++---------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 05e2dc5..deaa4e9 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -238,7 +238,6 @@ def clear(self) -> None: #───────────────────────────────────────────── if __name__ == "__main__": - rag = RetrievalAugmentedGeneration() urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] prompts = ["SCIB Metrics Principal Component Analysis"] @@ -246,34 +245,35 @@ def clear(self) -> None: for i in range(len(urls)): url = urls[i] search_term = "Principal Component Analysis" - func = rag.extract_html(url) - if func and func["description"]: + func = {"definition": ""} # placeholder for your existing extract_html logic + + # Example: pretend extract_html returned something + if True: # replace with func and description check search_results = wikipedia.search(search_term) wiki_title = search_results[0] - full_text = wikipedia.page(wiki_title).content - - # Split full text into sentences - sentences = [s.strip() for s in re.split(r'(?<=[.!?]) +', full_text) if s.strip()] - sentence_lengths = [1, 5, 10, 20, 30, None] + sentence_lengths = [1, 5, 10, 15, 20, 25, 30, 40, None] for n in sentence_lengths: if n is None: - text_variant = " ".join(sentences) # full page + text_variant = wikipedia.page(wiki_title).content else: - text_variant = " ".join(sentences[:n]) # first n sentences - - text_variant = re.sub(r"\\[a-zA-Z]+{.*?}", "", text) + text_variant = wikipedia.summary(wiki_title, sentences=n) + + # Super aggressive regex cleanup inline + text_variant = re.sub(r"\\[a-zA-Z]+{.*?}", "", text_variant) text_variant = re.sub(r"\$.*?\$", "", text_variant) text_variant = re.sub(r"\\\[.*?\\\]", "", text_variant, flags=re.DOTALL) text_variant = re.sub(r"\$\$.*?\$\$", "", text_variant, flags=re.DOTALL) text_variant = re.sub(r"{.*?}", "", text_variant) text_variant = re.sub(r"\([a-zA-Z0-9_ ,.-]*\)", "", text_variant) text_variant = re.sub(r"\s+", " ", text_variant).strip() + console.print(f"[red][bold]{n} sentences:\n") - console.print(f"{text_variant}…") # preview last 500 chars + console.print(f"{text_variant}…") # preview first 500 chars func["definition"] += str(n) - #rag.add_function(func) - #rag.create_embeddings(text_variant) - #rag.queries += prompts - #rag.cosine_distance_heatmap(keywords) + rag.add_function(func) + rag.create_embeddings(text_variant) + + rag.queries += prompts + rag.cosine_distance_heatmap(keywords) \ No newline at end of file From 741987fcaab4f1de7592d5d2774c1c335bc288be Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 17:57:14 -0700 Subject: [PATCH 046/113] fixing bugs --- benchmarking/rag/RetrievalAugmentedGeneration.py | 1 + 1 file changed, 1 insertion(+) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index deaa4e9..b542165 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -238,6 +238,7 @@ def clear(self) -> None: #───────────────────────────────────────────── if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] prompts = ["SCIB Metrics Principal Component Analysis"] From d8038875ef971bf59d062c9b8ec700a00d660eeb Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 23:50:50 -0700 Subject: [PATCH 047/113] trying to make a new ver work --- .../rag/RetrievalAugmentedGeneration.py | 42 +++++++++---------- 1 file changed, 19 insertions(+), 23 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index b542165..a807aa1 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -240,7 +240,8 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] - keywords = ["1_sentence", "5_sentences", "10_sentences", "20_sentences", "30_sentences", "full"] + sentence_lengths = [1, 5, 10, 15, 20, 25, 30, 40] + keywords = [f"{n sentences}" for n in sentence_lengths] prompts = ["SCIB Metrics Principal Component Analysis"] for i in range(len(urls)): @@ -248,33 +249,28 @@ def clear(self) -> None: search_term = "Principal Component Analysis" func = {"definition": ""} # placeholder for your existing extract_html logic - # Example: pretend extract_html returned something - if True: # replace with func and description check + if func: search_results = wikipedia.search(search_term) - wiki_title = search_results[0] + text_variant = wikipedia.page(search_results[0]).content - sentence_lengths = [1, 5, 10, 15, 20, 25, 30, 40, None] - for n in sentence_lengths: - if n is None: - text_variant = wikipedia.page(wiki_title).content - else: - text_variant = wikipedia.summary(wiki_title, sentences=n) + # Aggressive regex cleanup + text_variant = re.sub(r"\\[a-zA-Z]+{.*?}", "", text_variant) + text_variant = re.sub(r"\$.*?\$", "", text_variant) + text_variant = re.sub(r"\\\[.*?\\\]", "", text_variant, flags=re.DOTALL) + text_variant = re.sub(r"\$\$.*?\$\$", "", text_variant, flags=re.DOTALL) + text_variant = re.sub(r"{.*?}", "", text_variant) + text_variant = re.sub(r"\([a-zA-Z0-9_ ,.-]*\)", "", text_variant) + text_variant = re.sub(r"\s+", " ", text_variant).strip() - # Super aggressive regex cleanup inline - text_variant = re.sub(r"\\[a-zA-Z]+{.*?}", "", text_variant) - text_variant = re.sub(r"\$.*?\$", "", text_variant) - text_variant = re.sub(r"\\\[.*?\\\]", "", text_variant, flags=re.DOTALL) - text_variant = re.sub(r"\$\$.*?\$\$", "", text_variant, flags=re.DOTALL) - text_variant = re.sub(r"{.*?}", "", text_variant) - text_variant = re.sub(r"\([a-zA-Z0-9_ ,.-]*\)", "", text_variant) - text_variant = re.sub(r"\s+", " ", text_variant).strip() + # Split cleaned text into sentences + page_sentences = re.split(r'(?<=[.!?]) +', text_variant) + for n in sentence_lengths: + sliced_text = " ".join(page_sentences[:n]) # join sentences for embedding/printing console.print(f"[red][bold]{n} sentences:\n") - console.print(f"{text_variant}…") # preview first 500 chars - - func["definition"] += str(n) + console.print(f"{sliced_text}…") rag.add_function(func) - rag.create_embeddings(text_variant) + rag.create_embeddings(sliced_text) rag.queries += prompts - rag.cosine_distance_heatmap(keywords) \ No newline at end of file + rag.cosine_distance_heatmap(keywords) From 4922b9c52351257234942e6f3c90347b3bc205de Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 16 Aug 2025 23:51:49 -0700 Subject: [PATCH 048/113] small syntax error --- benchmarking/rag/RetrievalAugmentedGeneration.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index a807aa1..ce94378 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -241,7 +241,7 @@ def clear(self) -> None: rag = RetrievalAugmentedGeneration() urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] sentence_lengths = [1, 5, 10, 15, 20, 25, 30, 40] - keywords = [f"{n sentences}" for n in sentence_lengths] + keywords = [f"{n} sentences" for n in sentence_lengths] prompts = ["SCIB Metrics Principal Component Analysis"] for i in range(len(urls)): From b7c33374d7e1888e65138a1bd07a16e63434ed27 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 00:23:53 -0700 Subject: [PATCH 049/113] draft --- benchmarking/rag/RetrievalAugmentedGeneration.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index ce94378..15d6cb9 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -1,3 +1,5 @@ + + import uuid import json import sys @@ -247,7 +249,7 @@ def clear(self) -> None: for i in range(len(urls)): url = urls[i] search_term = "Principal Component Analysis" - func = {"definition": ""} # placeholder for your existing extract_html logic + func = rag.extract_html(url) if func: search_results = wikipedia.search(search_term) From c939dbcf0c018b209e3792a18905457a1457b0a1 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 11:54:51 -0700 Subject: [PATCH 050/113] switched out wiki lib for beautiful soup extraction + switched model --- .../rag/RetrievalAugmentedGeneration.py | 42 +++++++------------ 1 file changed, 16 insertions(+), 26 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 15d6cb9..1b22151 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -37,7 +37,7 @@ # ──────Class────────────────────────────────────────────────────────── class RetrievalAugmentedGeneration: - model = SentenceTransformer('intfloat/e5-base-v2') + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") def __init__(self) -> None: self.embeddings = self.load_embeddings() @@ -247,32 +247,22 @@ def clear(self) -> None: prompts = ["SCIB Metrics Principal Component Analysis"] for i in range(len(urls)): - url = urls[i] - search_term = "Principal Component Analysis" - func = rag.extract_html(url) - - if func: - search_results = wikipedia.search(search_term) - text_variant = wikipedia.page(search_results[0]).content - - # Aggressive regex cleanup - text_variant = re.sub(r"\\[a-zA-Z]+{.*?}", "", text_variant) - text_variant = re.sub(r"\$.*?\$", "", text_variant) - text_variant = re.sub(r"\\\[.*?\\\]", "", text_variant, flags=re.DOTALL) - text_variant = re.sub(r"\$\$.*?\$\$", "", text_variant, flags=re.DOTALL) - text_variant = re.sub(r"{.*?}", "", text_variant) - text_variant = re.sub(r"\([a-zA-Z0-9_ ,.-]*\)", "", text_variant) - text_variant = re.sub(r"\s+", " ", text_variant).strip() - - # Split cleaned text into sentences - page_sentences = re.split(r'(?<=[.!?]) +', text_variant) + func = rag.extract_html(urls[i]) + url = "https://en.wikipedia.org/wiki/Principal_component_analysis" + response = requests.get(url) + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + # Remove unwanted tags: citations, tables, math, images, etc. + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + page_sentences = re.split(r'(?<=[.!?]) +', text) - for n in sentence_lengths: - sliced_text = " ".join(page_sentences[:n]) # join sentences for embedding/printing - console.print(f"[red][bold]{n} sentences:\n") - console.print(f"{sliced_text}…") - rag.add_function(func) - rag.create_embeddings(sliced_text) + for n in sentence_lengths: + sliced_text = " ".join(page_sentences[:n]) # join sentences for embedding/printing + console.print(f"[red][bold]{n} sentences:\n") + console.print(f"{sliced_text}…") + rag.create_embeddings(sliced_text) rag.queries += prompts rag.cosine_distance_heatmap(keywords) From 5b8d9b8d8919136c8ed4d24a0c34bbfff294cec5 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 13:07:36 -0700 Subject: [PATCH 051/113] working version yayy --- .../rag/RetrievalAugmentedGeneration.py | 59 ++++++++++++++++--- 1 file changed, 50 insertions(+), 9 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index 1b22151..aaa11ff 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -238,31 +238,72 @@ def clear(self) -> None: self.functions = [] #───────────────────────────────────────────── - if __name__ == "__main__": rag = RetrievalAugmentedGeneration() urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] - sentence_lengths = [1, 5, 10, 15, 20, 25, 30, 40] - keywords = [f"{n} sentences" for n in sentence_lengths] - prompts = ["SCIB Metrics Principal Component Analysis"] + + sentence_lengths = list(range(5, 51, 5)) + sentence_lengths = [1] + sentence_lengths + + prompts = [ + "Perform Principal Component Analysis on this dataset.", + "Use PCA to reduce the dimensionality of the data.", + "Apply Principal Component Analysis to extract key features.", + "Compute the principal components of the dataset.", + "Transform the data using PCA for visualization.", + "Use scib_metrics.utils.pca to analyze the data.", + "Perform PCA to identify variance in the dataset.", + "Apply PCA for feature extraction.", + "Use PCA to summarize large datasets.", + "Principal Component Analysis converts correlated variables into uncorrelated components.", + + # New one-sentence descriptions of PCA + "Principal Component Analysis identifies directions of maximum variance in data.", + "PCA transforms a set of possibly correlated variables into linearly uncorrelated components.", + "PCA reduces complexity in datasets while retaining most information.", + "Principal Component Analysis summarizes large datasets by key features.", + "PCA finds the principal axes that capture the most variance in the data.", + "Principal Component Analysis is used to simplify data without losing patterns.", + "PCA helps visualize high-dimensional data in lower dimensions.", + "Principal Component Analysis converts original features into principal components.", + "PCA identifies important components that explain variability in the data.", + "Principal Component Analysis is a method for dimensionality reduction.", + "PCA is used to identify hidden structure in data.", + "Principal Component Analysis reduces redundant information in datasets.", + "PCA helps detect patterns and correlations in large datasets.", + "Principal Component Analysis finds new uncorrelated variables called components.", + "PCA preserves variance while compressing the dataset.", + "Principal Component Analysis extracts the most informative directions from data.", + "PCA is often used as a preprocessing step for machine learning.", + "Principal Component Analysis helps to simplify data visualization.", + "PCA identifies the axes that capture the most significant data variation.", + "Principal Component Analysis converts complex datasets into principal components." +] + for i in range(len(urls)): func = rag.extract_html(urls[i]) - url = "https://en.wikipedia.org/wiki/Principal_component_analysis" - response = requests.get(url) + response = requests.get("https://en.wikipedia.org/wiki/Principal_component_analysis") soup = BeautifulSoup(response.text, "html.parser") content = soup.find("div", {"class": "mw-parser-output"}) - # Remove unwanted tags: citations, tables, math, images, etc. + + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): tag.decompose() + text = content.get_text(separator=" ", strip=True) page_sentences = re.split(r'(?<=[.!?]) +', text) + for n in sentence_lengths: - sliced_text = " ".join(page_sentences[:n]) # join sentences for embedding/printing + sliced_text = " ".join(page_sentences[:n]) console.print(f"[red][bold]{n} sentences:\n") console.print(f"{sliced_text}…") rag.create_embeddings(sliced_text) + + + full_text = " ".join(page_sentences) + rag.create_embeddings(full_text) rag.queries += prompts - rag.cosine_distance_heatmap(keywords) + rag.cosine_distance_heatmap([f"{n} sentences" for n in sentence_lengths]) From 948fd681f783f07165c26921e664cda437a6f245 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 17:07:05 -0700 Subject: [PATCH 052/113] rag file --- .../rag/RetrievalAugmentedGeneration.py | 53 +++++++++---------- 1 file changed, 25 insertions(+), 28 deletions(-) diff --git a/benchmarking/rag/RetrievalAugmentedGeneration.py b/benchmarking/rag/RetrievalAugmentedGeneration.py index aaa11ff..4486c06 100644 --- a/benchmarking/rag/RetrievalAugmentedGeneration.py +++ b/benchmarking/rag/RetrievalAugmentedGeneration.py @@ -246,18 +246,18 @@ def clear(self) -> None: sentence_lengths = [1] + sentence_lengths prompts = [ - "Perform Principal Component Analysis on this dataset.", - "Use PCA to reduce the dimensionality of the data.", - "Apply Principal Component Analysis to extract key features.", - "Compute the principal components of the dataset.", - "Transform the data using PCA for visualization.", - "Use scib_metrics.utils.pca to analyze the data.", - "Perform PCA to identify variance in the dataset.", - "Apply PCA for feature extraction.", - "Use PCA to summarize large datasets.", - "Principal Component Analysis converts correlated variables into uncorrelated components.", + # "Perform Principal Component Analysis on this dataset.", + # "Use PCA to reduce the dimensionality of the data.", + # "Apply Principal Component Analysis to extract key features.", + # "Compute the principal components of the dataset.", + # "Transform the data using PCA for visualization.", + # "Use scib_metrics.utils.pca to analyze the data.", + # "Perform PCA to identify variance in the dataset.", + # "Apply PCA for feature extraction.", + # "Use PCA to summarize large datasets.", + # "Principal Component Analysis converts correlated variables into uncorrelated components." - # New one-sentence descriptions of PCA + # # New one-sentence descriptions of PCA "Principal Component Analysis identifies directions of maximum variance in data.", "PCA transforms a set of possibly correlated variables into linearly uncorrelated components.", "PCA reduces complexity in datasets while retaining most information.", @@ -281,29 +281,26 @@ def clear(self) -> None: ] - for i in range(len(urls)): - func = rag.extract_html(urls[i]) - response = requests.get("https://en.wikipedia.org/wiki/Principal_component_analysis") - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) + # for i in range(len(urls)): + # func = rag.extract_html(urls[i]) + # response = requests.get("https://en.wikipedia.org/wiki/Principal_component_analysis") + # soup = BeautifulSoup(response.text, "html.parser") + # content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() + # for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + # tag.decompose() - text = content.get_text(separator=" ", strip=True) - page_sentences = re.split(r'(?<=[.!?]) +', text) + # text = content.get_text(separator=" ", strip=True) + # page_sentences = re.split(r'(?<=[.!?]) +', text) - for n in sentence_lengths: - sliced_text = " ".join(page_sentences[:n]) - console.print(f"[red][bold]{n} sentences:\n") - console.print(f"{sliced_text}…") - rag.create_embeddings(sliced_text) + # for n in sentence_lengths: + # sliced_text = " ".join(page_sentences[:n]) + # console.print(f"[red][bold]{n} sentences:\n") + # console.print(f"{sliced_text}…") + # rag.create_embeddings(sliced_text) - full_text = " ".join(page_sentences) - rag.create_embeddings(full_text) - rag.queries += prompts rag.cosine_distance_heatmap([f"{n} sentences" for n in sentence_lengths]) From aa53ab96f5fafda328564069fb8401fb5bbc79e1 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 17:21:15 -0700 Subject: [PATCH 053/113] working version of the rag class system --- .../src/rag/RetrievalAugmentedGeneration.py | 237 ++++++++++++++++++ 1 file changed, 237 insertions(+) create mode 100644 cli/olaf/src/rag/RetrievalAugmentedGeneration.py diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..f7fb8cb --- /dev/null +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,237 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +from typing import List, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + from umap import UMAP + import re + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console + import wikipediaapi + import random + import matplotlib.pyplot as plt + import numpy as np + import sklearn + import seaborn as sns + import wikipedia + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedGeneration: + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self) -> None: + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def view_history(self) -> None: + print("Query history:", self.queries) + + def load_embeddings(self) -> Optional[List[np.ndarray]]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> Optional[List[Dict[str, str]]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + def extract_html(self, url: str) -> Optional[Dict[str, str]]: + response = requests.get(url) + soup = BeautifulSoup(response.text, 'html.parser') + + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return {} + + func_def = func_sig.get_text(strip=True) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return {"source": url, "definition": func_def, "description": func_descr} + + def add_function(self, func: Dict[str, str]) -> Optional[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + return {} + self.functions.append(func) + return func + + def create_embeddings(self, text: str) -> None: + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + self.embeddings.append(embeddings) + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def url_exists(self, url: str) -> bool: + for f in self.functions: + if url == f["source"]: + console.print("[yellow] Function and embedding already exists.") + return True + return False + + def find_by_url(self, url: str) -> Optional[Dict[str, str]]: + for idx, f in enumerate(self.functions): + if f["source"] == url: + return f + console.print("URL not found") + return {} + + @staticmethod + def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: + A = np.array(A) + B = np.array(B) + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return {} + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.embeddings[idx] + + def umap_plot(self, keywords: List[str]) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings or queries to plot.") + return + + if len(keywords) != len(self.embeddings): + console.log("[red]Number of keywords must match number of embeddings![/red]") + return + + # Encode all queries + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + + # Reduce to 2D with UMAP + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) + + # Plot + plt.figure(figsize=(10, 8)) + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + # Annotate embeddings with keywords + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(keywords[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') + + # Annotate queries with actual query strings + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + + plt.legend() + plt.title("UMAP Projection of All Embeddings + Queries") + + filename = f"umap_all_queries_{random.randint(0, 100)}.png" + plt.savefig(filename) + console.log(f"[green]UMAP plot for all queries saved as {filename}[/green]") + plt.close() + + def cosine_distance_heatmap(self, keywords: List[str]) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings or queries to compare.") + return + + if len(keywords) != len(self.embeddings): + console.log("[red]Number of keywords must match number of embeddings![/red]") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings + distances = sklearn.metrics.pairwise_distances( + X=query_embeddings, # rows: queries + Y=embeddings_array, # cols: embeddings + metric='cosine' + ) + + # Labels + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.embeddings))] + + # Plot heatmap + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) + + # Build mapping text + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(keywords)]) + + # Add mapping text to right side of plot + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + + + # Save + filename = f"full_cosine_distance_heatmap_{random.randint(0, 100)}.png" + plt.savefig(filename, bbox_inches="tight") + console.log(f"[green]Full cosine distance heatmap saved as {filename}[/green]") + plt.close() + + + + def clear(self) -> None: + self.embeddings = [] + self.queries = [] + self.functions = [] + \ No newline at end of file From 8e4413a7bc9335e4b7189506a25857f939e2844c Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 17:44:42 -0700 Subject: [PATCH 054/113] new file for user purposes! --- cli/olaf/src/rag/UserRAG.py | 77 +++++++++++++++++++++++++++++++++++++ 1 file changed, 77 insertions(+) create mode 100644 cli/olaf/src/rag/UserRAG.py diff --git a/cli/olaf/src/rag/UserRAG.py b/cli/olaf/src/rag/UserRAG.py new file mode 100644 index 0000000..d5b1908 --- /dev/null +++ b/cli/olaf/src/rag/UserRAG.py @@ -0,0 +1,77 @@ +import uuid +import json +import sys +from pathlib import Path +from typing import List, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import re + from sentence_transformers import SentenceTransformer + from rich.console import Console + import matplotlib.pyplot as plt + import numpy as np + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +class RetrievalAugmentedGeneration(): + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def load_embeddings(self) -> Optional[List[np.ndarray]]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> Optional[List[Dict[str, str]]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + @staticmethod + def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: + A = np.array(A) + B = np.array(B) + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def get_function(name:str) -> str: + for function in self.functions: + if name in function: + return function + return None + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return {} + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.embeddings[idx] + + \ No newline at end of file From 7d42210464c2d62b27f67c5244b9e4e579906ba4 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 18:01:35 -0700 Subject: [PATCH 055/113] changes to user and skeleton ver --- .../src/rag/RetrievalAugmentedGeneration.py | 64 +++++++------------ cli/olaf/src/rag/UserRAG.py | 2 +- 2 files changed, 25 insertions(+), 41 deletions(-) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index f7fb8cb..4870869 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -15,13 +15,11 @@ from sentence_transformers import SentenceTransformer from validators import url as is_url from rich.console import Console - import wikipediaapi import random import matplotlib.pyplot as plt import numpy as np import sklearn import seaborn as sns - import wikipedia except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) @@ -43,7 +41,9 @@ def __init__(self) -> None: self.queries = [] def view_history(self) -> None: - print("Query history:", self.queries) + console.log(f"Query history:") + for i in range(len(self.queries)): + console.log(f"[Query {i}] {self.queries[i]}") def load_embeddings(self) -> Optional[List[np.ndarray]]: try: @@ -67,7 +67,7 @@ def load_functions(self) -> Optional[List[Dict[str, str]]]: console.log("[red]Functions file is not valid JSONL.") return [] - def extract_html(self, url: str) -> Optional[Dict[str, str]]: + def extract_html_scib(self, url: str) -> Optional[Dict[str, str]]: response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') @@ -79,7 +79,7 @@ def extract_html(self, url: str) -> Optional[Dict[str, str]]: func_def = func_sig.get_text(strip=True) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return {"source": url, "definition": func_def, "description": func_descr} + return func_def, func_descr def add_function(self, func: Dict[str, str]) -> Optional[Dict[str, str]]: try: @@ -101,12 +101,6 @@ def create_embeddings(self, text: str) -> None: except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") - def url_exists(self, url: str) -> bool: - for f in self.functions: - if url == f["source"]: - console.print("[yellow] Function and embedding already exists.") - return True - return False def find_by_url(self, url: str) -> Optional[Dict[str, str]]: for idx, f in enumerate(self.functions): @@ -114,6 +108,12 @@ def find_by_url(self, url: str) -> Optional[Dict[str, str]]: return f console.print("URL not found") return {} + + def retrieve_function(name:str) -> str: + for function in self.functions: + if name in function: + return function + return None @staticmethod def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: @@ -121,7 +121,6 @@ def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: B = np.array(B) sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims - def query(self, text_query: str) -> Optional[np.ndarray]: self.queries.append(text_query) @@ -142,12 +141,10 @@ def umap_plot(self, keywords: List[str]) -> None: console.log("[red]Number of keywords must match number of embeddings![/red]") return - # Encode all queries query_embeddings = self.model.encode(self.queries) embeddings_array = np.array(self.embeddings) all_embeddings = np.vstack([embeddings_array, query_embeddings]) - # Reduce to 2D with UMAP n_neighbors = min(15, len(all_embeddings) - 1) umap_embeddings = UMAP( n_neighbors=n_neighbors, @@ -155,7 +152,6 @@ def umap_plot(self, keywords: List[str]) -> None: metric='cosine' ).fit_transform(all_embeddings) - # Plot plt.figure(figsize=(10, 8)) plt.scatter(umap_embeddings[:len(self.embeddings), 0], umap_embeddings[:len(self.embeddings), 1], @@ -175,20 +171,14 @@ def umap_plot(self, keywords: List[str]) -> None: ha='center', fontsize=10, color='red') plt.legend() - plt.title("UMAP Projection of All Embeddings + Queries") - - filename = f"umap_all_queries_{random.randint(0, 100)}.png" - plt.savefig(filename) + plt.title("UMAP Projection of Embeddings and Queries") + plt.savefig("umap_queries") console.log(f"[green]UMAP plot for all queries saved as {filename}[/green]") plt.close() - def cosine_distance_heatmap(self, keywords: List[str]) -> None: + def cosine_distance_heatmap(self) -> None: if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings or queries to compare.") - return - - if len(keywords) != len(self.embeddings): - console.log("[red]Number of keywords must match number of embeddings![/red]") + console.log("[yellow]No embeddings and/or queries to compare.") return query_embeddings = self.model.encode(self.queries) @@ -196,16 +186,14 @@ def cosine_distance_heatmap(self, keywords: List[str]) -> None: # Compute cosine distances between queries and embeddings distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, # rows: queries - Y=embeddings_array, # cols: embeddings + X=query_embeddings, + Y=embeddings_array, metric='cosine' ) - - # Labels + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.embeddings))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] - # Plot heatmap plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', xticklabels=col_labels, yticklabels=row_labels) @@ -213,25 +201,21 @@ def cosine_distance_heatmap(self, keywords: List[str]) -> None: plt.xticks(rotation=45, ha="right", fontsize=8) plt.yticks(fontsize=8) - # Build mapping text query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(keywords)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) - # Add mapping text to right side of plot + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", ha="left", va="center", fontsize=8) - - # Save - filename = f"full_cosine_distance_heatmap_{random.randint(0, 100)}.png" - plt.savefig(filename, bbox_inches="tight") + plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") console.log(f"[green]Full cosine distance heatmap saved as {filename}[/green]") plt.close() - def clear(self) -> None: self.embeddings = [] self.queries = [] self.functions = [] - \ No newline at end of file + + diff --git a/cli/olaf/src/rag/UserRAG.py b/cli/olaf/src/rag/UserRAG.py index d5b1908..8b2eaa5 100644 --- a/cli/olaf/src/rag/UserRAG.py +++ b/cli/olaf/src/rag/UserRAG.py @@ -58,7 +58,7 @@ def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims - def get_function(name:str) -> str: + def retrieve_function(name:str) -> str: for function in self.functions: if name in function: return function From 551143a76320625bd882769cd7cb5c79873797e8 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 18:12:51 -0700 Subject: [PATCH 056/113] added a new function to extract wiki content --- .../src/rag/RetrievalAugmentedGeneration.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index 4870869..9d9ef33 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -20,6 +20,7 @@ import numpy as np import sklearn import seaborn as sns + import wikipedia except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) @@ -27,6 +28,7 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() +EMBEDDING_LEN = 5 SCRIPT_DIR = Path(__file__).resolve().parent EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" @@ -219,3 +221,19 @@ def clear(self) -> None: self.functions = [] + def create_embedding_content(self, url:str): + _, search_term = rag.extract_html(url) + page_title = wikipedia.search(search_term)[0] + wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(wiki_url) + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + page_sentences = re.split(r'(?<=[.!?]) +', text) + for n in sentence_lengths: + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + return embedding_content + + From b7bf85fa0dc220ad1d77073a612f5c26954e0baf Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sun, 17 Aug 2025 18:20:32 -0700 Subject: [PATCH 057/113] attempt to fix --- .../src/rag/RetrievalAugmentedGeneration.py | 30 ++++++++++--------- 1 file changed, 16 insertions(+), 14 deletions(-) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index 9d9ef33..c863c4b 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -103,6 +103,21 @@ def create_embeddings(self, text: str) -> None: except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") + def create_embedding_content(self, url:str): + _, search_term = rag.extract_html(url) + page_title = wikipedia.search(search_term)[0] + wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(wiki_url) + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + page_sentences = re.split(r'(?<=[.!?]) +', text) + for n in sentence_lengths: + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + return embedding_content + def find_by_url(self, url: str) -> Optional[Dict[str, str]]: for idx, f in enumerate(self.functions): @@ -221,19 +236,6 @@ def clear(self) -> None: self.functions = [] - def create_embedding_content(self, url:str): - _, search_term = rag.extract_html(url) - page_title = wikipedia.search(search_term)[0] - wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(wiki_url) - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - text = content.get_text(separator=" ", strip=True) - page_sentences = re.split(r'(?<=[.!?]) +', text) - for n in sentence_lengths: - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - return embedding_content + From 08e2c39a3bb25a52be9240aa4a28fa2044647cd7 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 09:45:27 -0700 Subject: [PATCH 058/113] fixes and clean up --- .../src/rag/RetrievalAugmentedGeneration.py | 47 +++++++------------ cli/olaf/src/rag/UserRAG.py | 2 +- 2 files changed, 19 insertions(+), 30 deletions(-) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index c863c4b..55c7711 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -42,12 +42,12 @@ def __init__(self) -> None: self.functions = self.load_functions() self.queries = [] - def view_history(self) -> None: + def view_query_history(self) -> None: console.log(f"Query history:") for i in range(len(self.queries)): console.log(f"[Query {i}] {self.queries[i]}") - def load_embeddings(self) -> Optional[List[np.ndarray]]: + def load_embeddings(self) -> List[np.ndarray]: try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: return [np.array(json.loads(line)) for line in f if line.strip()] @@ -58,7 +58,7 @@ def load_embeddings(self) -> Optional[List[np.ndarray]]: console.log("[red]Embeddings file is not valid JSONL.") return [] - def load_functions(self) -> Optional[List[Dict[str, str]]]: + def load_functions(self) -> Optional[List[str]]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] @@ -69,7 +69,7 @@ def load_functions(self) -> Optional[List[Dict[str, str]]]: console.log("[red]Functions file is not valid JSONL.") return [] - def extract_html_scib(self, url: str) -> Optional[Dict[str, str]]: + def extract_html_scib(self, url: str) -> Tuple(str, str): response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') @@ -83,48 +83,42 @@ def extract_html_scib(self, url: str) -> Optional[Dict[str, str]]: func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return func_def, func_descr - def add_function(self, func: Dict[str, str]) -> Optional[Dict[str, str]]: + def add_function(self, func: str) -> None: try: with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(func) + "\n") + console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") + self.functions.append(func) except Exception as e: console.print(f"[red]Failed to write to FUNCTIONS_FILE") - return {} - self.functions.append(func) - return func - def create_embeddings(self, text: str) -> None: + def add_embedding(self, text: str) -> None: embeddings = self.model.encode([text])[0] try: with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(embeddings.tolist()) + "\n") - self.embeddings.append(embeddings) console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + self.embeddings.append(embeddings) except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") - def create_embedding_content(self, url:str): - _, search_term = rag.extract_html(url) + def create_embedding_content(self, url:str) -> str: + _, search_term = self.extract_html_scib(url) page_title = wikipedia.search(search_term)[0] wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(wiki_url) soup = BeautifulSoup(response.text, "html.parser") content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): tag.decompose() + text = content.get_text(separator=" ", strip=True) page_sentences = re.split(r'(?<=[.!?]) +', text) - for n in sentence_lengths: - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) return embedding_content - - def find_by_url(self, url: str) -> Optional[Dict[str, str]]: - for idx, f in enumerate(self.functions): - if f["source"] == url: - return f - console.print("URL not found") - return {} def retrieve_function(name:str) -> str: for function in self.functions: @@ -149,14 +143,11 @@ def query(self, text_query: str) -> Optional[np.ndarray]: idx = np.argmax(sims) return self.embeddings[idx] - def umap_plot(self, keywords: List[str]) -> None: + def umap_plot(self) -> None: if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings or queries to plot.") + console.log("[yellow]No embeddings and/or queries to plot.") return - if len(keywords) != len(self.embeddings): - console.log("[red]Number of keywords must match number of embeddings![/red]") - return query_embeddings = self.model.encode(self.queries) embeddings_array = np.array(self.embeddings) @@ -177,12 +168,10 @@ def umap_plot(self, keywords: List[str]) -> None: umap_embeddings[len(self.embeddings):, 1], label="Queries", color="red", marker="x", s=100) - # Annotate embeddings with keywords for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(keywords[i], (x, y), textcoords="offset points", xytext=(0, 5), + plt.annotate(self.functions[i], (x, y), textcoords="offset points", xytext=(0, 5), ha='center', fontsize=8, color='blue') - # Annotate queries with actual query strings for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), ha='center', fontsize=10, color='red') diff --git a/cli/olaf/src/rag/UserRAG.py b/cli/olaf/src/rag/UserRAG.py index 8b2eaa5..8dff2f9 100644 --- a/cli/olaf/src/rag/UserRAG.py +++ b/cli/olaf/src/rag/UserRAG.py @@ -40,7 +40,7 @@ def load_embeddings(self) -> Optional[List[np.ndarray]]: console.log("[red]Embeddings file is not valid JSONL.") return [] - def load_functions(self) -> Optional[List[Dict[str, str]]]: + def load_functions(self) -> Optional[List[str]]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] From 6f217907bc5d94c343bb9236da6f926a116a9b67 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 10:39:32 -0700 Subject: [PATCH 059/113] fixes and clean ups ongoing --- .../src/rag/RetrievalAugmentedGeneration.py | 17 +++++++++-------- cli/olaf/src/rag/UserRAG.py | 10 ++++------ 2 files changed, 13 insertions(+), 14 deletions(-) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index 55c7711..d69dcc2 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -5,7 +5,7 @@ from pathlib import Path from urllib.request import urlopen from urllib.error import URLError -from typing import List, Dict, Union, Optional +from typing import List, Tuple, Dict, Union, Optional # ── Dependencies ───────────────────────────────────────────── try: import requests @@ -68,8 +68,8 @@ def load_functions(self) -> Optional[List[str]]: except json.JSONDecodeError: console.log("[red]Functions file is not valid JSONL.") return [] - - def extract_html_scib(self, url: str) -> Tuple(str, str): + + def extract_html_scib(self, url: str) -> Tuple[str, str]: response = requests.get(url) soup = BeautifulSoup(response.text, 'html.parser') @@ -120,7 +120,7 @@ def create_embedding_content(self, url:str) -> str: return embedding_content - def retrieve_function(name:str) -> str: + def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: if name in function: return function @@ -137,7 +137,7 @@ def query(self, text_query: str) -> Optional[np.ndarray]: self.queries.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") - return {} + return None query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) @@ -178,8 +178,8 @@ def umap_plot(self) -> None: plt.legend() plt.title("UMAP Projection of Embeddings and Queries") - plt.savefig("umap_queries") - console.log(f"[green]UMAP plot for all queries saved as {filename}[/green]") + plt.savefig("umap_queries.png") + console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") plt.close() def cosine_distance_heatmap(self) -> None: @@ -215,7 +215,8 @@ def cosine_distance_heatmap(self) -> None: ha="left", va="center", fontsize=8) plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") - console.log(f"[green]Full cosine distance heatmap saved as {filename}[/green]") + console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") + plt.close() diff --git a/cli/olaf/src/rag/UserRAG.py b/cli/olaf/src/rag/UserRAG.py index 8dff2f9..1d39124 100644 --- a/cli/olaf/src/rag/UserRAG.py +++ b/cli/olaf/src/rag/UserRAG.py @@ -29,7 +29,7 @@ def __init__(self): self.functions = self.load_functions() self.queries = [] - def load_embeddings(self) -> Optional[List[np.ndarray]]: + def load_embeddings(self) -> List[np.ndarray]: try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: return [np.array(json.loads(line)) for line in f if line.strip()] @@ -40,7 +40,7 @@ def load_embeddings(self) -> Optional[List[np.ndarray]]: console.log("[red]Embeddings file is not valid JSONL.") return [] - def load_functions(self) -> Optional[List[str]]: + def load_functions(self) -> List[str]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] @@ -53,12 +53,10 @@ def load_functions(self) -> Optional[List[str]]: @staticmethod def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: - A = np.array(A) - B = np.array(B) sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims - def retrieve_function(name:str) -> str: + def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: if name in function: return function @@ -68,7 +66,7 @@ def query(self, text_query: str) -> Optional[np.ndarray]: self.queries.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") - return {} + return None query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) From 9dec5cc77cd84e1a8bf48231e3705cb4335c4b38 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 10:54:04 -0700 Subject: [PATCH 060/113] file improvisations with request failsafe --- .../src/rag/RetrievalAugmentedGeneration.py | 60 ++++++++++++------- 1 file changed, 37 insertions(+), 23 deletions(-) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index d69dcc2..b8a89c0 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -68,20 +68,7 @@ def load_functions(self) -> Optional[List[str]]: except json.JSONDecodeError: console.log("[red]Functions file is not valid JSONL.") return [] - - def extract_html_scib(self, url: str) -> Tuple[str, str]: - response = requests.get(url) - soup = BeautifulSoup(response.text, 'html.parser') - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return {} - - func_def = func_sig.get_text(strip=True) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return func_def, func_descr def add_function(self, func: str) -> None: try: @@ -102,21 +89,51 @@ def add_embedding(self, text: str) -> None: except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") - def create_embedding_content(self, url:str) -> str: + def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + try: + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red] Request timed out: str(e)}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: str(e)}") + + soup = BeautifulSoup(response.text, 'html.parser') + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return None + + func_def = func_sig.get_text(strip=True) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return func_def, func_descr + + def create_embedding_content(self, url:str) -> Optional[str]: _, search_term = self.extract_html_scib(url) - page_title = wikipedia.search(search_term)[0] - wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(wiki_url) + try: + page_title = wikipedia.search(search_term)[0] + wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(wiki_url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red] Request timed out: str(e)}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: str(e)}") + return None + soup = BeautifulSoup(response.text, "html.parser") content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - + tag.decompose() text = content.get_text(separator=" ", strip=True) + page_sentences = re.split(r'(?<=[.!?]) +', text) embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + return embedding_content @@ -128,8 +145,6 @@ def retrieve_function(self, name:str) -> Optional[str]: @staticmethod def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: - A = np.array(A) - B = np.array(B) sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims @@ -148,7 +163,6 @@ def umap_plot(self) -> None: console.log("[yellow]No embeddings and/or queries to plot.") return - query_embeddings = self.model.encode(self.queries) embeddings_array = np.array(self.embeddings) all_embeddings = np.vstack([embeddings_array, query_embeddings]) From b5f8191cc826a18b199b1070fca1a5f1a1d93d62 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 11:06:08 -0700 Subject: [PATCH 061/113] resolved critical errors --- cli/olaf/src/rag/RetrievalAugmentedGeneration.py | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index b8a89c0..7346ce3 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -94,10 +94,11 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: response = requests.get(url) response.raise_for_status() except requests.exceptions.Timeout as e: - console.log(f"[red] Request timed out: str(e)}") + console.log(f"[red]Request timed out: URL={url} | Error={e}") return None except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: str(e)}") + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None soup = BeautifulSoup(response.text, 'html.parser') func_sig = soup.select_one("dt.sig.sig-object.py") @@ -111,18 +112,19 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: return func_def, func_descr def create_embedding_content(self, url:str) -> Optional[str]: - _, search_term = self.extract_html_scib(url) - + func, search_term = self.extract_html_scib(url) + if not search_term: + return None try: page_title = wikipedia.search(search_term)[0] wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" response = requests.get(wiki_url) response.raise_for_status() except requests.exceptions.Timeout as e: - console.log(f"[red] Request timed out: str(e)}") + console.log(f"[red]Request timed out: URL={url} | Error={e}") return None except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: str(e)}") + console.log(f"[red] Request failed: URL={url} | Error={e}") return None soup = BeautifulSoup(response.text, "html.parser") @@ -238,7 +240,7 @@ def clear(self) -> None: self.embeddings = [] self.queries = [] self.functions = [] - +# ──────Implementation────────────────────────────────────────────────────────── From ff4e5698a1b8e4446bb85a6fd32dbdd716e42fcc Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 11:17:06 -0700 Subject: [PATCH 062/113] testing --- cli/olaf/src/rag/RetrievalAugmentedGeneration.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index 7346ce3..90f9dfe 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -111,8 +111,7 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return func_def, func_descr - def create_embedding_content(self, url:str) -> Optional[str]: - func, search_term = self.extract_html_scib(url) + def create_embedding_content(self, serach_term:str) -> Optional[str]: if not search_term: return None try: @@ -242,6 +241,12 @@ def clear(self) -> None: self.functions = [] # ──────Implementation────────────────────────────────────────────────────────── - +rag = RetrievalAugmentedGeneration() +url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" +func, search_term = rag.extract_html_scib(url) +rag.add_embedding(rag.create_embedding_content(search_term))) +rag.add_function(func) +print(rag.query("What is pca")) + From a0b16c29f3b9e21da4796945d79fb67c9c54ee10 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 11:19:59 -0700 Subject: [PATCH 063/113] new fixes --- cli/olaf/src/rag/RetrievalAugmentedGeneration.py | 7 ++++--- cli/olaf/src/rag/embeddings.jsonl | 1 + cli/olaf/src/rag/functions.jsonl | 1 + 3 files changed, 6 insertions(+), 3 deletions(-) create mode 100644 cli/olaf/src/rag/embeddings.jsonl create mode 100644 cli/olaf/src/rag/functions.jsonl diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index 90f9dfe..551b1df 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -157,7 +157,7 @@ def query(self, text_query: str) -> Optional[np.ndarray]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.embeddings[idx] + return self.functions[idx] def umap_plot(self) -> None: if not self.embeddings or not self.queries: @@ -244,8 +244,9 @@ def clear(self) -> None: rag = RetrievalAugmentedGeneration() url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" func, search_term = rag.extract_html_scib(url) -rag.add_embedding(rag.create_embedding_content(search_term))) -rag.add_function(func) +if not rag.retrieve_function(func): + rag.add_embedding(rag.create_embedding_content(search_term)) + rag.add_function(func) print(rag.query("What is pca")) diff --git a/cli/olaf/src/rag/embeddings.jsonl b/cli/olaf/src/rag/embeddings.jsonl new file mode 100644 index 0000000..b862e48 --- /dev/null +++ b/cli/olaf/src/rag/embeddings.jsonl @@ -0,0 +1 @@ +[-0.011325935833156109, -0.019755421206355095, -0.009397626854479313, -0.030217701569199562, 0.015158804133534431, 0.1048559620976448, -0.036511484533548355, -0.05964301526546478, -0.024830389767885208, 0.03354332968592644, 0.025454431772232056, -0.04685654863715172, 0.026857903227210045, -0.010779816657304764, -0.04683404415845871, -0.0004967928980477154, -0.08295748382806778, 0.08578246831893921, -0.08097757399082184, 0.014681939966976643, 0.011639004573225975, -0.014260845258831978, 0.010862134397029877, 0.10017973929643631, -0.023573320358991623, -0.02508733980357647, 0.026251299306750298, -0.012917851097881794, -0.044560663402080536, -0.047233495861291885, 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b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index 551b1df..a4f5683 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -106,7 +106,7 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: console.log("[red] No function signature found") return None - func_def = func_sig.get_text(strip=True) + func_def = ''.join(func_sig.find_all(text=True, recursive=False)).strip() descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return func_def, func_descr diff --git a/cli/olaf/src/rag/embeddings.jsonl b/cli/olaf/src/rag/embeddings.jsonl deleted file mode 100644 index b862e48..0000000 --- a/cli/olaf/src/rag/embeddings.jsonl +++ /dev/null @@ -1 +0,0 @@ -[-0.011325935833156109, -0.019755421206355095, -0.009397626854479313, -0.030217701569199562, 0.015158804133534431, 0.1048559620976448, -0.036511484533548355, -0.05964301526546478, 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0.035910699516534805, 0.03756610304117203, 0.02809649147093296, 0.03438442572951317, 0.012243523262441158, -0.02088361233472824, -0.043762121349573135, -0.014079374261200428, -0.04017239063978195, 0.013999592512845993, -0.000672047957777977, -0.06378159672021866, 0.019382543861865997, 0.017124762758612633, 0.023397278040647507, -0.01132496353238821, 0.013064799830317497, 0.03651167079806328, -0.039138101041316986, 0.006613230798393488, 0.03671956807374954, -0.01542962621897459, 0.030104316771030426, 0.029881402850151062, 0.00812804326415062, -0.012460322119295597, -0.0015041329897940159, 0.0024213988799601793, -0.01449836790561676, 0.04707563668489456, -0.025710076093673706, 0.04339200258255005, -0.03790992125868797] diff --git a/cli/olaf/src/rag/functions.jsonl b/cli/olaf/src/rag/functions.jsonl deleted file mode 100644 index dd09684..0000000 --- a/cli/olaf/src/rag/functions.jsonl +++ /dev/null @@ -1 +0,0 @@ -"scib_metrics.utils.pca(X,n_components=None,return_svd=False)[source]#" From 124134805214134fd1a23b6dbe71e57f6b72b63f Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 11:47:17 -0700 Subject: [PATCH 065/113] fixing shennanigans --- cli/olaf/src/rag/RetrievalAugmentedGeneration.py | 1 + 1 file changed, 1 insertion(+) diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py index a4f5683..dff5971 100644 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py @@ -239,6 +239,7 @@ def clear(self) -> None: self.embeddings = [] self.queries = [] self.functions = [] + # ──────Implementation────────────────────────────────────────────────────────── rag = RetrievalAugmentedGeneration() From 11300eeb8f764fb53cc6c820f6667c52f1d1fdb5 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 11:48:31 -0700 Subject: [PATCH 066/113] moved files --- .../src/rag/RetrievalAugmentedGeneration.py | 254 ------------------ cli/olaf/src/rag/UserRAG.py | 75 ------ 2 files changed, 329 deletions(-) delete mode 100644 cli/olaf/src/rag/RetrievalAugmentedGeneration.py delete mode 100644 cli/olaf/src/rag/UserRAG.py diff --git a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/rag/RetrievalAugmentedGeneration.py deleted file mode 100644 index dff5971..0000000 --- a/cli/olaf/src/rag/RetrievalAugmentedGeneration.py +++ /dev/null @@ -1,254 +0,0 @@ -import uuid -import json -import sys -from os import path -from pathlib import Path -from urllib.request import urlopen -from urllib.error import URLError -from typing import List, Tuple, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import requests - from umap import UMAP - import re - from bs4 import BeautifulSoup - from sentence_transformers import SentenceTransformer - from validators import url as is_url - from rich.console import Console - import random - import matplotlib.pyplot as plt - import numpy as np - import sklearn - import seaborn as sns - import wikipedia - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -EMBEDDING_LEN = 5 -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -# ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedGeneration: - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self) -> None: - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def view_query_history(self) -> None: - console.log(f"Query history:") - for i in range(len(self.queries)): - console.log(f"[Query {i}] {self.queries[i]}") - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> Optional[List[str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - - def add_function(self, func: str) -> None: - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") - self.functions.append(func) - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - - def add_embedding(self, text: str) -> None: - embeddings = self.model.encode([text])[0] - try: - with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") - self.embeddings.append(embeddings) - except Exception as e: - console.print(f"[red]Failed to create embeddings: {e}") - - def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: - try: - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, 'html.parser') - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return None - - func_def = ''.join(func_sig.find_all(text=True, recursive=False)).strip() - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return func_def, func_descr - - def create_embedding_content(self, serach_term:str) -> Optional[str]: - if not search_term: - return None - try: - page_title = wikipedia.search(search_term)[0] - wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(wiki_url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - text = content.get_text(separator=" ", strip=True) - - page_sentences = re.split(r'(?<=[.!?]) +', text) - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - - return embedding_content - - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function: - return function - return None - - @staticmethod - def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx] - - def umap_plot(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to plot.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - all_embeddings = np.vstack([embeddings_array, query_embeddings]) - - n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP( - n_neighbors=n_neighbors, - min_dist=0.1, - metric='cosine' - ).fit_transform(all_embeddings) - - plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:len(self.embeddings), 0], - umap_embeddings[:len(self.embeddings), 1], - label="Chunks", color="blue") - plt.scatter(umap_embeddings[len(self.embeddings):, 0], - umap_embeddings[len(self.embeddings):, 1], - label="Queries", color="red", marker="x", s=100) - - for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=8, color='blue') - - for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): - plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - - plt.legend() - plt.title("UMAP Projection of Embeddings and Queries") - plt.savefig("umap_queries.png") - console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") - plt.close() - - def cosine_distance_heatmap(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to compare.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - - # Compute cosine distances between queries and embeddings - distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, - Y=embeddings_array, - metric='cosine' - ) - - row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] - - plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) - sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', - xticklabels=col_labels, yticklabels=row_labels) - plt.title("Cosine Distance Heatmap (Queries × Embeddings)") - plt.xticks(rotation=45, ha="right", fontsize=8) - plt.yticks(fontsize=8) - - query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) - - - plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", - ha="left", va="center", fontsize=8) - - plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") - console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") - - plt.close() - - - def clear(self) -> None: - self.embeddings = [] - self.queries = [] - self.functions = [] - -# ──────Implementation────────────────────────────────────────────────────────── - -rag = RetrievalAugmentedGeneration() -url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" -func, search_term = rag.extract_html_scib(url) -if not rag.retrieve_function(func): - rag.add_embedding(rag.create_embedding_content(search_term)) - rag.add_function(func) -print(rag.query("What is pca")) - - - diff --git a/cli/olaf/src/rag/UserRAG.py b/cli/olaf/src/rag/UserRAG.py deleted file mode 100644 index 1d39124..0000000 --- a/cli/olaf/src/rag/UserRAG.py +++ /dev/null @@ -1,75 +0,0 @@ -import uuid -import json -import sys -from pathlib import Path -from typing import List, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import re - from sentence_transformers import SentenceTransformer - from rich.console import Console - import matplotlib.pyplot as plt - import numpy as np - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -class RetrievalAugmentedGeneration(): - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[str]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - @staticmethod - def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function: - return function - return None - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.embeddings[idx] - - \ No newline at end of file From 7385d0692e5a528b62b0843c29526a4a1a182833 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 12:23:26 -0700 Subject: [PATCH 067/113] changes to file in type annotations --- .../olaf/rag/RetrievalAugmentedGeneration.py | 255 ++++++++++++++++++ cli/olaf/src/olaf/rag/UserRAG.py | 75 ++++++ 2 files changed, 330 insertions(+) create mode 100644 cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py create mode 100644 cli/olaf/src/olaf/rag/UserRAG.py diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..a81c229 --- /dev/null +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,255 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +from typing import List, Tuple, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + from umap import UMAP + import re + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console + import random + import matplotlib.pyplot as plt + import numpy as np + import sklearn + import seaborn as sns + import wikipedia + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +EMBEDDING_LEN = 5 +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedGeneration: + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self) -> None: + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def view_query_history(self) -> None: + console.log(f"Query history:") + for i in range(len(self.queries)): + console.log(f"[Query {i}] {self.queries[i]}") + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> Optional[List[str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + + def add_function(self, func: str) -> None: + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") + self.functions.append(func) + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + + def add_embedding(self, text: str) -> None: + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + self.embeddings.append(embeddings) + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + try: + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, 'html.parser') + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return None + + func_def = ''.join(func_sig.find_all(text=True, recursive=False)).strip() + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return func_def, func_descr + + def create_embedding_content(self, serach_term:str) -> Optional[str]: + if not search_term: + return None + try: + page_title = wikipedia.search(search_term)[0] + wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(wiki_url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + + page_sentences = re.split(r'(?<=[.!?]) +', text) + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + + return embedding_content + + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function: + return function + return None + + @staticmethod + def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx] + + def umap_plot(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to plot.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) + + plt.figure(figsize=(10, 8)) + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(self.functions[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') + + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + + plt.legend() + plt.title("UMAP Projection of Embeddings and Queries") + plt.savefig("umap_queries.png") + console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") + plt.close() + + def cosine_distance_heatmap(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to compare.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings + distances = sklearn.metrics.pairwise_distances( + X=query_embeddings, + Y=embeddings_array, + metric='cosine' + ) + + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] + + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) + + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) + + + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + + plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") + console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") + + plt.close() + + + def clear(self) -> None: + self.embeddings = [] + self.queries = [] + self.functions = [] + +# ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() + url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" + func, search_term = rag.extract_html_scib(url) + if not rag.retrieve_function(func): + rag.add_embedding(rag.create_embedding_content(search_term)) + rag.add_function(func) + print(rag.query("What is pca")) + + + diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py new file mode 100644 index 0000000..813b7b1 --- /dev/null +++ b/cli/olaf/src/olaf/rag/UserRAG.py @@ -0,0 +1,75 @@ +import uuid +import json +import sys +from pathlib import Path +from typing import List, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import re + from sentence_transformers import SentenceTransformer + from rich.console import Console + import matplotlib.pyplot as plt + import numpy as np + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +class RetrievalAugmentedGeneration(): + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def load_embeddings(self) -> Optional[List[np.ndarray]]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return None + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return None + + def load_functions(self) -> Optional[List[str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return None + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return None + + @staticmethod + def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function: + return function + return None + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.embeddings[idx] + + \ No newline at end of file From d0f0e4b496c0b501fb9f863e1576361a9e43d7f5 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 12:48:03 -0700 Subject: [PATCH 068/113] made more fixes to rag class by adding 1 function for the entire pipeline --- .../olaf/rag/RetrievalAugmentedGeneration.py | 25 ++++++++++++++----- 1 file changed, 19 insertions(+), 6 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index a81c229..109d379 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -58,7 +58,7 @@ def load_embeddings(self) -> List[np.ndarray]: console.log("[red]Embeddings file is not valid JSONL.") return [] - def load_functions(self) -> Optional[List[str]]: + def load_functions(self) -> List[str]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] @@ -111,7 +111,7 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return func_def, func_descr - def create_embedding_content(self, serach_term:str) -> Optional[str]: + def extract_wiki_content(self, search_term:str) -> Optional[str]: if not search_term: return None try: @@ -144,6 +144,21 @@ def retrieve_function(self, name:str) -> Optional[str]: return function return None + + def embedding_pipeline(self, url:str) -> None: + func_definition, search_term = self.extract_html_scib(url) + if not func_definition or not search_term: + return + func = self.retrieve_function(func_definition) + if not func: + embedding_content = self.extract_wiki_content(search_term) + if embedding_content: + self.add_embedding(embedding_content) + self.add_function(func_definition) + else: + console.log(f"[yellow] Embedding for url {url} already exists.") + + @staticmethod def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] @@ -245,10 +260,8 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - func, search_term = rag.extract_html_scib(url) - if not rag.retrieve_function(func): - rag.add_embedding(rag.create_embedding_content(search_term)) - rag.add_function(func) + rag.embedding_pipeline(url) + print(type(rag.embeddings)) print(rag.query("What is pca")) From a2f3a0cef45337dfa19ff31fbfb682d39c95cfaf Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 12:48:44 -0700 Subject: [PATCH 069/113] took back some fixes that introduced errors --- cli/olaf/src/olaf/rag/UserRAG.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py index 813b7b1..1d39124 100644 --- a/cli/olaf/src/olaf/rag/UserRAG.py +++ b/cli/olaf/src/olaf/rag/UserRAG.py @@ -29,27 +29,27 @@ def __init__(self): self.functions = self.load_functions() self.queries = [] - def load_embeddings(self) -> Optional[List[np.ndarray]]: + def load_embeddings(self) -> List[np.ndarray]: try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: return [np.array(json.loads(line)) for line in f if line.strip()] except FileNotFoundError: console.log("[red]Embeddings file not found.") - return None + return [] except json.JSONDecodeError: console.log("[red]Embeddings file is not valid JSONL.") - return None + return [] - def load_functions(self) -> Optional[List[str]]: + def load_functions(self) -> List[str]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] except FileNotFoundError: console.log("[red]Functions file not found.") - return None + return [] except json.JSONDecodeError: console.log("[red]Functions file is not valid JSONL.") - return None + return [] @staticmethod def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: From 1a475447db7f8eace6da193691e4cada1a0edc51 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 12:50:47 -0700 Subject: [PATCH 070/113] changed text to string type in func_Def --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 109d379..77a03ae 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -106,7 +106,7 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: console.log("[red] No function signature found") return None - func_def = ''.join(func_sig.find_all(text=True, recursive=False)).strip() + func_def = ''.join(func_sig.find_all(string=True, recursive=False)).strip() descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return func_def, func_descr From e1fd82ee35636a05dd12bc394be2f179abdfb993 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 12:56:53 -0700 Subject: [PATCH 071/113] regex for improvements to extracting html --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 77a03ae..29a82ad 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -106,7 +106,8 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: console.log("[red] No function signature found") return None - func_def = ''.join(func_sig.find_all(string=True, recursive=False)).strip() + func_def = func_sig.get_text(strip=True) + func_def = re.sub(r"\s*\[source\]$", "", func_def) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return func_def, func_descr @@ -260,8 +261,7 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedGeneration() url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - rag.embedding_pipeline(url) - print(type(rag.embeddings)) + rag.embedding_pipeline(url) print(rag.query("What is pca")) From 74ea6148e97893d94e7c20356de57df4238315b9 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 13:03:55 -0700 Subject: [PATCH 072/113] introduced more aggressive regex for cleaning func def --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 29a82ad..88d779c 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -107,7 +107,7 @@ def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: return None func_def = func_sig.get_text(strip=True) - func_def = re.sub(r"\s*\[source\]$", "", func_def) + func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) descr_tag = func_sig.find_next_sibling("dd") func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" return func_def, func_descr From 1a0d50439b1f85e467f6dcb1f36bd4234c1b50a0 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 13:26:33 -0700 Subject: [PATCH 073/113] added support for dict objects --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 88d779c..aadbdc1 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -70,7 +70,7 @@ def load_functions(self) -> List[str]: return [] - def add_function(self, func: str) -> None: + def add_function(self, func: Dict[str, str]) -> None: try: with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: f.write(json.dumps(func) + "\n") @@ -141,7 +141,7 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: - if name in function: + if name in function["definition"]: return function return None @@ -155,7 +155,7 @@ def embedding_pipeline(self, url:str) -> None: embedding_content = self.extract_wiki_content(search_term) if embedding_content: self.add_embedding(embedding_content) - self.add_function(func_definition) + self.add_function({"definition": func_definition, "description": embedding_content}) else: console.log(f"[yellow] Embedding for url {url} already exists.") @@ -173,7 +173,7 @@ def query(self, text_query: str) -> Optional[np.ndarray]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.functions[idx] + return self.functions[idx]["description"] def umap_plot(self) -> None: if not self.embeddings or not self.queries: From be19d84cfc70e891b8db73bf859ce868361bb45e Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 13:30:07 -0700 Subject: [PATCH 074/113] type annotations changed + dict incorporated --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 2 +- cli/olaf/src/olaf/rag/UserRAG.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index aadbdc1..d578875 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -58,7 +58,7 @@ def load_embeddings(self) -> List[np.ndarray]: console.log("[red]Embeddings file is not valid JSONL.") return [] - def load_functions(self) -> List[str]: + def load_functions(self) -> List[Dict[str, str]]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py index 1d39124..6c6ebd4 100644 --- a/cli/olaf/src/olaf/rag/UserRAG.py +++ b/cli/olaf/src/olaf/rag/UserRAG.py @@ -40,7 +40,7 @@ def load_embeddings(self) -> List[np.ndarray]: console.log("[red]Embeddings file is not valid JSONL.") return [] - def load_functions(self) -> List[str]: + def load_functions(self) -> List[Dict[str, str]]: try: with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: return [json.loads(line) for line in f if line.strip()] @@ -58,7 +58,7 @@ def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: - if name in function: + if name in function["definition"]: return function return None @@ -70,6 +70,6 @@ def query(self, text_query: str) -> Optional[np.ndarray]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.embeddings[idx] + return self.functions[idx]["description"] \ No newline at end of file From 7c687bab57b1661866bf339ad3c68e59fb18bff1 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 13:49:52 -0700 Subject: [PATCH 075/113] errors fixed --- .../src/olaf/rag/RetrievalAugmentedGeneration.py | 13 +++++++++---- cli/olaf/src/olaf/rag/UserRAG.py | 9 +++++++-- 2 files changed, 16 insertions(+), 6 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index d578875..985c10b 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -138,11 +138,17 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: return embedding_content + + def embedding_exists(self, func_name:str) -> Optional[Dict[str, str]]: + for function in self.functions: + if func_name in function["definition"]: + return True + return False def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: if name in function["definition"]: - return function + return function["definition"] return None @@ -150,14 +156,13 @@ def embedding_pipeline(self, url:str) -> None: func_definition, search_term = self.extract_html_scib(url) if not func_definition or not search_term: return - func = self.retrieve_function(func_definition) - if not func: + if not self.embedding_exists(func_definition): embedding_content = self.extract_wiki_content(search_term) if embedding_content: self.add_embedding(embedding_content) self.add_function({"definition": func_definition, "description": embedding_content}) else: - console.log(f"[yellow] Embedding for url {url} already exists.") + console.log(f"[yellow] Embedding for url {url} exists.") @staticmethod diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py index 6c6ebd4..3d7c698 100644 --- a/cli/olaf/src/olaf/rag/UserRAG.py +++ b/cli/olaf/src/olaf/rag/UserRAG.py @@ -21,7 +21,7 @@ EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" -class RetrievalAugmentedGeneration(): +class UserRAG(): model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") def __init__(self): @@ -71,5 +71,10 @@ def query(self, text_query: str) -> Optional[np.ndarray]: sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) return self.functions[idx]["description"] - + + # ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = UserRAG() + print(rag.query("What is pca")) \ No newline at end of file From 4a0db062c79c6493f03e02f572de2eefd7f698f9 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 13:57:37 -0700 Subject: [PATCH 076/113] quick fixes to rag file --- .../olaf/rag/RetrievalAugmentedGeneration.py | 21 ++++++++++--------- 1 file changed, 11 insertions(+), 10 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 985c10b..a410d81 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -44,8 +44,8 @@ def __init__(self) -> None: def view_query_history(self) -> None: console.log(f"Query history:") - for i in range(len(self.queries)): - console.log(f"[Query {i}] {self.queries[i]}") + for i, q in enumerate(self.queries): + console.log(f"[Query {i}] {q}") def load_embeddings(self) -> List[np.ndarray]: try: @@ -117,8 +117,8 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: return None try: page_title = wikipedia.search(search_term)[0] - wiki_url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(wiki_url) + url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(url) response.raise_for_status() except requests.exceptions.Timeout as e: console.log(f"[red]Request timed out: URL={url} | Error={e}") @@ -139,7 +139,7 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: return embedding_content - def embedding_exists(self, func_name:str) -> Optional[Dict[str, str]]: + def embedding_exists(self, func_name:str) -> bool: for function in self.functions: if func_name in function["definition"]: return True @@ -153,9 +153,10 @@ def retrieve_function(self, name:str) -> Optional[str]: def embedding_pipeline(self, url:str) -> None: - func_definition, search_term = self.extract_html_scib(url) - if not func_definition or not search_term: - return + result = self.extract_html_scib(url) + if not result: + return + func_definition, search_term = result if not self.embedding_exists(func_definition): embedding_content = self.extract_wiki_content(search_term) if embedding_content: @@ -166,7 +167,7 @@ def embedding_pipeline(self, url:str) -> None: @staticmethod - def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims @@ -205,7 +206,7 @@ def umap_plot(self) -> None: label="Queries", color="red", marker="x", s=100) for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i], (x, y), textcoords="offset points", xytext=(0, 5), + plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), ha='center', fontsize=8, color='blue') for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): From 38b78addf1d5b3967c408bc43faba05969068449 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Mon, 18 Aug 2025 14:04:08 -0700 Subject: [PATCH 077/113] more changes for error correction --- cli/olaf/src/olaf/rag/UserRAG.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py index 3d7c698..17c5d77 100644 --- a/cli/olaf/src/olaf/rag/UserRAG.py +++ b/cli/olaf/src/olaf/rag/UserRAG.py @@ -52,14 +52,14 @@ def load_functions(self) -> List[Dict[str, str]]: return [] @staticmethod - def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] return sims def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: if name in function["definition"]: - return function + return function["definition"] return None def query(self, text_query: str) -> Optional[np.ndarray]: From 3555e4b249ad43c72954b342754a92350ff5e5f7 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 10:32:45 -0700 Subject: [PATCH 078/113] deleted folder from wrong location --- .../rag/Graphs/2sentenceprompt_heatmap.png | Bin 79221 -> 0 bytes .../rag/Graphs/2sentenceprompt_umap.png | Bin 60175 -> 0 bytes .../rag/Graphs/3sentenceprompt_heatmap.png | Bin 89445 -> 0 bytes .../rag/Graphs/3sentenceprompt_umap.png | Bin 60106 -> 0 bytes .../rag/Graphs/confusingprompt_heatmap_96.png | Bin 66110 -> 0 bytes .../rag/Graphs/confusingprompt_umap.png | Bin 50542 -> 0 bytes .../rag/Graphs/funcnamesasprompt_heatmap.png | Bin 52754 -> 0 bytes .../rag/Graphs/funcnamesasprompt_umap.png | Bin 37784 -> 0 bytes .../rag/RetrievalAugmentedGeneration.py | 306 ------------------ benchmarking/rag/embeddings.jsonl | 4 - benchmarking/rag/functions.jsonl | 4 - 11 files changed, 314 deletions(-) delete mode 100644 benchmarking/rag/Graphs/2sentenceprompt_heatmap.png delete mode 100644 benchmarking/rag/Graphs/2sentenceprompt_umap.png delete mode 100644 benchmarking/rag/Graphs/3sentenceprompt_heatmap.png delete mode 100644 benchmarking/rag/Graphs/3sentenceprompt_umap.png delete mode 100644 benchmarking/rag/Graphs/confusingprompt_heatmap_96.png delete mode 100644 benchmarking/rag/Graphs/confusingprompt_umap.png delete mode 100644 benchmarking/rag/Graphs/funcnamesasprompt_heatmap.png delete mode 100644 benchmarking/rag/Graphs/funcnamesasprompt_umap.png delete mode 100644 benchmarking/rag/RetrievalAugmentedGeneration.py delete mode 100644 benchmarking/rag/embeddings.jsonl delete mode 100644 benchmarking/rag/functions.jsonl diff --git a/benchmarking/rag/Graphs/2sentenceprompt_heatmap.png 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self.queries) - - def load_embeddings(self) -> Optional[List[np.ndarray]]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> Optional[List[Dict[str, str]]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - def extract_html(self, url: str) -> Optional[Dict[str, str]]: - response = requests.get(url) - soup = BeautifulSoup(response.text, 'html.parser') - - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return {} - - func_def = func_sig.get_text(strip=True) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return {"source": url, "definition": func_def, "description": func_descr} - - def add_function(self, func: Dict[str, str]) -> Optional[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - return {} - self.functions.append(func) - return func - - def create_embeddings(self, text: str) -> None: - embeddings = self.model.encode([text])[0] - try: - with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - self.embeddings.append(embeddings) - console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") - except Exception as e: - console.print(f"[red]Failed to create embeddings: {e}") - - def url_exists(self, url: str) -> bool: - for f in self.functions: - if url == f["source"]: - console.print("[yellow] Function and embedding already exists.") - return True - return False - - def find_by_url(self, url: str) -> Optional[Dict[str, str]]: - for idx, f in enumerate(self.functions): - if f["source"] == url: - return f - console.print("URL not found") - return {} - - @staticmethod - def cosine_similarity(A: np.ndarray, B: np.ndarray) -> List[float]: - A = np.array(A) - B = np.array(B) - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return {} - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.embeddings[idx] - - def umap_plot(self, keywords: List[str]) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings or queries to plot.") - return - - if len(keywords) != len(self.embeddings): - console.log("[red]Number of keywords must match number of embeddings![/red]") - return - - # Encode all queries - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - all_embeddings = np.vstack([embeddings_array, query_embeddings]) - - # Reduce to 2D with UMAP - n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP( - n_neighbors=n_neighbors, - min_dist=0.1, - metric='cosine' - ).fit_transform(all_embeddings) - - # Plot - plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:len(self.embeddings), 0], - umap_embeddings[:len(self.embeddings), 1], - label="Chunks", color="blue") - plt.scatter(umap_embeddings[len(self.embeddings):, 0], - umap_embeddings[len(self.embeddings):, 1], - label="Queries", color="red", marker="x", s=100) - - # Annotate embeddings with keywords - for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(keywords[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=8, color='blue') - - # Annotate queries with actual query strings - for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): - plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - - plt.legend() - plt.title("UMAP Projection of All Embeddings + Queries") - - filename = f"umap_all_queries_{random.randint(0, 100)}.png" - plt.savefig(filename) - console.log(f"[green]UMAP plot for all queries saved as {filename}[/green]") - plt.close() - - def cosine_distance_heatmap(self, keywords: List[str]) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings or queries to compare.") - return - - if len(keywords) != len(self.embeddings): - console.log("[red]Number of keywords must match number of embeddings![/red]") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - - # Compute cosine distances between queries and embeddings - distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, # rows: queries - Y=embeddings_array, # cols: embeddings - metric='cosine' - ) - - # Labels - row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.embeddings))] - - # Plot heatmap - plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) - sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', - xticklabels=col_labels, yticklabels=row_labels) - plt.title("Cosine Distance Heatmap (Queries × Embeddings)") - plt.xticks(rotation=45, ha="right", fontsize=8) - plt.yticks(fontsize=8) - - # Build mapping text - query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(keywords)]) - - # Add mapping text to right side of plot - plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", - ha="left", va="center", fontsize=8) - - - # Save - filename = f"full_cosine_distance_heatmap_{random.randint(0, 100)}.png" - plt.savefig(filename, bbox_inches="tight") - console.log(f"[green]Full cosine distance heatmap saved as {filename}[/green]") - plt.close() - - - - def clear(self) -> None: - self.embeddings = [] - self.queries = [] - self.functions = [] - -#───────────────────────────────────────────── -if __name__ == "__main__": - rag = RetrievalAugmentedGeneration() - urls = ["https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html"] - - sentence_lengths = list(range(5, 51, 5)) - sentence_lengths = [1] + sentence_lengths - - prompts = [ - # "Perform Principal Component Analysis on this dataset.", - # "Use PCA to reduce the dimensionality of the data.", - # "Apply Principal Component Analysis to extract key features.", - # "Compute the principal components of the dataset.", - # "Transform the data using PCA for visualization.", - # "Use scib_metrics.utils.pca to analyze the data.", - # "Perform PCA to identify variance in the dataset.", - # "Apply PCA for feature extraction.", - # "Use PCA to summarize large datasets.", - # "Principal Component Analysis converts correlated variables into uncorrelated components." - - # # New one-sentence descriptions of PCA - "Principal Component Analysis identifies directions of maximum variance in data.", - "PCA transforms a set of possibly correlated variables into linearly uncorrelated components.", - "PCA reduces complexity in datasets while retaining most information.", - "Principal Component Analysis summarizes large datasets by key features.", - "PCA finds the principal axes that capture the most variance in the data.", - "Principal Component Analysis is used to simplify data without losing patterns.", - "PCA helps visualize high-dimensional data in lower dimensions.", - "Principal Component Analysis converts original features into principal components.", - "PCA identifies important components that explain variability in the data.", - "Principal Component Analysis is a method for dimensionality reduction.", - "PCA is used to identify hidden structure in data.", - "Principal Component Analysis reduces redundant information in datasets.", - "PCA helps detect patterns and correlations in large datasets.", - "Principal Component Analysis finds new uncorrelated variables called components.", - "PCA preserves variance while compressing the dataset.", - "Principal Component Analysis extracts the most informative directions from data.", - "PCA is often used as a preprocessing step for machine learning.", - "Principal Component Analysis helps to simplify data visualization.", - "PCA identifies the axes that capture the most significant data variation.", - "Principal Component Analysis converts complex datasets into principal components." -] - - - # for i in range(len(urls)): - # func = rag.extract_html(urls[i]) - # response = requests.get("https://en.wikipedia.org/wiki/Principal_component_analysis") - # soup = BeautifulSoup(response.text, "html.parser") - # content = soup.find("div", {"class": "mw-parser-output"}) - - - # for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - # tag.decompose() - - # text = content.get_text(separator=" ", strip=True) - # page_sentences = re.split(r'(?<=[.!?]) +', text) - - - # for n in sentence_lengths: - # sliced_text = " ".join(page_sentences[:n]) - # console.print(f"[red][bold]{n} sentences:\n") - # console.print(f"{sliced_text}…") - # rag.create_embeddings(sliced_text) - - - rag.queries += prompts - rag.cosine_distance_heatmap([f"{n} sentences" for n in sentence_lengths]) diff --git a/benchmarking/rag/embeddings.jsonl 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-0.06509078294038773, 0.01938401162624359, -0.09250669181346893, -0.06635873019695282, -0.018413010984659195, 0.05124935880303383, -0.029693782329559326, -0.04647977650165558, 0.06946226209402084, -0.049467217177152634] diff --git a/benchmarking/rag/functions.jsonl b/benchmarking/rag/functions.jsonl deleted file mode 100644 index 8e30881..0000000 --- a/benchmarking/rag/functions.jsonl +++ /dev/null @@ -1,4 +0,0 @@ -{"source": "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html", "definition": "scib_metrics.utils.pca(X,n_components=None,return_svd=False)[source]#", "description": "Principal component analysis (PCA)."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_mtx.html", "definition": "scanpy.read_mtx(filename,dtype='float32')[source]#", "description": "Read.mtxfile."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_h5ad.html", "definition": "scanpy.read_h5ad(filename,backed=None,*,as_sparse=(),as_sparse_fmt=,chunk_size=6000)[source]#", "description": "Read.h5ad-formatted hdf5 file."} -{"source": "https://scanpy.readthedocs.io/en/stable/generated/scanpy.read_10x_mtx.html", "definition": "scanpy.read_10x_mtx(path,*,var_names='gene_symbols',make_unique=True,cache=False,cache_compression=_empty,gex_only=True,prefix=None)[source]#", "description": "Read 10x-Genomics-formatted mtx directory."} From cf270e1049b71f8c89525bf167f8cbf6f4634d2d Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 10:38:16 -0700 Subject: [PATCH 079/113] moved locations for rag folder --- cli/rag/RetrievalAugmentedGeneration.py | 274 ++++++++++++++++++++++++ cli/rag/UserRAG.py | 80 +++++++ 2 files changed, 354 insertions(+) create mode 100644 cli/rag/RetrievalAugmentedGeneration.py create mode 100644 cli/rag/UserRAG.py diff --git a/cli/rag/RetrievalAugmentedGeneration.py b/cli/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..a410d81 --- /dev/null +++ b/cli/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,274 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +from typing import List, Tuple, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + from umap import UMAP + import re + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console + import random + import matplotlib.pyplot as plt + import numpy as np + import sklearn + import seaborn as sns + import wikipedia + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +EMBEDDING_LEN = 5 +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedGeneration: + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self) -> None: + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def view_query_history(self) -> None: + console.log(f"Query history:") + for i, q in enumerate(self.queries): + console.log(f"[Query {i}] {q}") + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + + def add_function(self, func: Dict[str, str]) -> None: + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") + self.functions.append(func) + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + + def add_embedding(self, text: str) -> None: + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + self.embeddings.append(embeddings) + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + try: + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, 'html.parser') + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return None + + func_def = func_sig.get_text(strip=True) + func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return func_def, func_descr + + def extract_wiki_content(self, search_term:str) -> Optional[str]: + if not search_term: + return None + try: + page_title = wikipedia.search(search_term)[0] + url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + + page_sentences = re.split(r'(?<=[.!?]) +', text) + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + + return embedding_content + + + def embedding_exists(self, func_name:str) -> bool: + for function in self.functions: + if func_name in function["definition"]: + return True + return False + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + + def embedding_pipeline(self, url:str) -> None: + result = self.extract_html_scib(url) + if not result: + return + func_definition, search_term = result + if not self.embedding_exists(func_definition): + embedding_content = self.extract_wiki_content(search_term) + if embedding_content: + self.add_embedding(embedding_content) + self.add_function({"definition": func_definition, "description": embedding_content}) + else: + console.log(f"[yellow] Embedding for url {url} exists.") + + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + def umap_plot(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to plot.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) + + plt.figure(figsize=(10, 8)) + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') + + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + + plt.legend() + plt.title("UMAP Projection of Embeddings and Queries") + plt.savefig("umap_queries.png") + console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") + plt.close() + + def cosine_distance_heatmap(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to compare.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings + distances = sklearn.metrics.pairwise_distances( + X=query_embeddings, + Y=embeddings_array, + metric='cosine' + ) + + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] + + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) + + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) + + + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + + plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") + console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") + + plt.close() + + + def clear(self) -> None: + self.embeddings = [] + self.queries = [] + self.functions = [] + +# ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() + url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" + rag.embedding_pipeline(url) + print(rag.query("What is pca")) + + + diff --git a/cli/rag/UserRAG.py b/cli/rag/UserRAG.py new file mode 100644 index 0000000..17c5d77 --- /dev/null +++ b/cli/rag/UserRAG.py @@ -0,0 +1,80 @@ +import uuid +import json +import sys +from pathlib import Path +from typing import List, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import re + from sentence_transformers import SentenceTransformer + from rich.console import Console + import matplotlib.pyplot as plt + import numpy as np + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +class UserRAG(): + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + # ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = UserRAG() + print(rag.query("What is pca")) + \ No newline at end of file From 5c8d67c6801da79f57c6d6dfa23cc2c088cadeb3 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 11:27:37 -0700 Subject: [PATCH 080/113] improper folder placement --- cli/rag/RetrievalAugmentedGeneration.py | 274 ------------------------ cli/rag/UserRAG.py | 80 ------- 2 files changed, 354 deletions(-) delete mode 100644 cli/rag/RetrievalAugmentedGeneration.py delete mode 100644 cli/rag/UserRAG.py diff --git a/cli/rag/RetrievalAugmentedGeneration.py b/cli/rag/RetrievalAugmentedGeneration.py deleted file mode 100644 index a410d81..0000000 --- a/cli/rag/RetrievalAugmentedGeneration.py +++ /dev/null @@ -1,274 +0,0 @@ -import uuid -import json -import sys -from os import path -from pathlib import Path -from urllib.request import urlopen -from urllib.error import URLError -from typing import List, Tuple, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import requests - from umap import UMAP - import re - from bs4 import BeautifulSoup - from sentence_transformers import SentenceTransformer - from validators import url as is_url - from rich.console import Console - import random - import matplotlib.pyplot as plt - import numpy as np - import sklearn - import seaborn as sns - import wikipedia - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -EMBEDDING_LEN = 5 -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -# ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedGeneration: - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self) -> None: - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def view_query_history(self) -> None: - console.log(f"Query history:") - for i, q in enumerate(self.queries): - console.log(f"[Query {i}] {q}") - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - - def add_function(self, func: Dict[str, str]) -> None: - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") - self.functions.append(func) - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - - def add_embedding(self, text: str) -> None: - embeddings = self.model.encode([text])[0] - try: - with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") - self.embeddings.append(embeddings) - except Exception as e: - console.print(f"[red]Failed to create embeddings: {e}") - - def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: - try: - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, 'html.parser') - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return None - - func_def = func_sig.get_text(strip=True) - func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return func_def, func_descr - - def extract_wiki_content(self, search_term:str) -> Optional[str]: - if not search_term: - return None - try: - page_title = wikipedia.search(search_term)[0] - url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - text = content.get_text(separator=" ", strip=True) - - page_sentences = re.split(r'(?<=[.!?]) +', text) - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - - return embedding_content - - - def embedding_exists(self, func_name:str) -> bool: - for function in self.functions: - if func_name in function["definition"]: - return True - return False - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["definition"]: - return function["definition"] - return None - - - def embedding_pipeline(self, url:str) -> None: - result = self.extract_html_scib(url) - if not result: - return - func_definition, search_term = result - if not self.embedding_exists(func_definition): - embedding_content = self.extract_wiki_content(search_term) - if embedding_content: - self.add_embedding(embedding_content) - self.add_function({"definition": func_definition, "description": embedding_content}) - else: - console.log(f"[yellow] Embedding for url {url} exists.") - - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - def umap_plot(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to plot.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - all_embeddings = np.vstack([embeddings_array, query_embeddings]) - - n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP( - n_neighbors=n_neighbors, - min_dist=0.1, - metric='cosine' - ).fit_transform(all_embeddings) - - plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:len(self.embeddings), 0], - umap_embeddings[:len(self.embeddings), 1], - label="Chunks", color="blue") - plt.scatter(umap_embeddings[len(self.embeddings):, 0], - umap_embeddings[len(self.embeddings):, 1], - label="Queries", color="red", marker="x", s=100) - - for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=8, color='blue') - - for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): - plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - - plt.legend() - plt.title("UMAP Projection of Embeddings and Queries") - plt.savefig("umap_queries.png") - console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") - plt.close() - - def cosine_distance_heatmap(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to compare.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - - # Compute cosine distances between queries and embeddings - distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, - Y=embeddings_array, - metric='cosine' - ) - - row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] - - plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) - sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', - xticklabels=col_labels, yticklabels=row_labels) - plt.title("Cosine Distance Heatmap (Queries × Embeddings)") - plt.xticks(rotation=45, ha="right", fontsize=8) - plt.yticks(fontsize=8) - - query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) - - - plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", - ha="left", va="center", fontsize=8) - - plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") - console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") - - plt.close() - - - def clear(self) -> None: - self.embeddings = [] - self.queries = [] - self.functions = [] - -# ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = RetrievalAugmentedGeneration() - url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - rag.embedding_pipeline(url) - print(rag.query("What is pca")) - - - diff --git a/cli/rag/UserRAG.py b/cli/rag/UserRAG.py deleted file mode 100644 index 17c5d77..0000000 --- a/cli/rag/UserRAG.py +++ /dev/null @@ -1,80 +0,0 @@ -import uuid -import json -import sys -from pathlib import Path -from typing import List, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import re - from sentence_transformers import SentenceTransformer - from rich.console import Console - import matplotlib.pyplot as plt - import numpy as np - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -class UserRAG(): - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["definition"]: - return function["definition"] - return None - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - # ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = UserRAG() - print(rag.query("What is pca")) - \ No newline at end of file From b5f5cd7469c67217c729f321bec33db0164d3a24 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 11:41:03 -0700 Subject: [PATCH 081/113] moved locations --- cli/olaf/rag/RetrievalAugmentedGeneration.py | 274 +++++++++++++++++++ cli/olaf/rag/UserRAG.py | 80 ++++++ 2 files changed, 354 insertions(+) create mode 100644 cli/olaf/rag/RetrievalAugmentedGeneration.py create mode 100644 cli/olaf/rag/UserRAG.py diff --git a/cli/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..a410d81 --- /dev/null +++ b/cli/olaf/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,274 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +from typing import List, Tuple, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + from umap import UMAP + import re + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console + import random + import matplotlib.pyplot as plt + import numpy as np + import sklearn + import seaborn as sns + import wikipedia + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +EMBEDDING_LEN = 5 +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedGeneration: + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self) -> None: + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def view_query_history(self) -> None: + console.log(f"Query history:") + for i, q in enumerate(self.queries): + console.log(f"[Query {i}] {q}") + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + + def add_function(self, func: Dict[str, str]) -> None: + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") + self.functions.append(func) + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + + def add_embedding(self, text: str) -> None: + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + self.embeddings.append(embeddings) + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + try: + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, 'html.parser') + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return None + + func_def = func_sig.get_text(strip=True) + func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return func_def, func_descr + + def extract_wiki_content(self, search_term:str) -> Optional[str]: + if not search_term: + return None + try: + page_title = wikipedia.search(search_term)[0] + url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + + page_sentences = re.split(r'(?<=[.!?]) +', text) + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + + return embedding_content + + + def embedding_exists(self, func_name:str) -> bool: + for function in self.functions: + if func_name in function["definition"]: + return True + return False + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + + def embedding_pipeline(self, url:str) -> None: + result = self.extract_html_scib(url) + if not result: + return + func_definition, search_term = result + if not self.embedding_exists(func_definition): + embedding_content = self.extract_wiki_content(search_term) + if embedding_content: + self.add_embedding(embedding_content) + self.add_function({"definition": func_definition, "description": embedding_content}) + else: + console.log(f"[yellow] Embedding for url {url} exists.") + + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + def umap_plot(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to plot.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) + + plt.figure(figsize=(10, 8)) + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') + + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + + plt.legend() + plt.title("UMAP Projection of Embeddings and Queries") + plt.savefig("umap_queries.png") + console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") + plt.close() + + def cosine_distance_heatmap(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to compare.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings + distances = sklearn.metrics.pairwise_distances( + X=query_embeddings, + Y=embeddings_array, + metric='cosine' + ) + + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] + + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) + + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) + + + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + + plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") + console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") + + plt.close() + + + def clear(self) -> None: + self.embeddings = [] + self.queries = [] + self.functions = [] + +# ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() + url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" + rag.embedding_pipeline(url) + print(rag.query("What is pca")) + + + diff --git a/cli/olaf/rag/UserRAG.py b/cli/olaf/rag/UserRAG.py new file mode 100644 index 0000000..17c5d77 --- /dev/null +++ b/cli/olaf/rag/UserRAG.py @@ -0,0 +1,80 @@ +import uuid +import json +import sys +from pathlib import Path +from typing import List, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import re + from sentence_transformers import SentenceTransformer + from rich.console import Console + import matplotlib.pyplot as plt + import numpy as np + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +class UserRAG(): + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + # ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = UserRAG() + print(rag.query("What is pca")) + \ No newline at end of file From b445e22816eea0eddbad9fd24b56a947d43b605e Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 11:41:49 -0700 Subject: [PATCH 082/113] making changes to the runner.py file system --- cli/olaf/src/olaf/execution/runner.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 1b7446b..fcbb4c7 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -39,6 +39,7 @@ def exec_code(self, code: str, timeout: int) -> dict: _OUTPUTS_DIR = OLAF_HOME / "runs" _SNIPPET_DIR = _OUTPUTS_DIR / "snippets" _LEDGER_PATH = _OUTPUTS_DIR / f"benchmark_history_{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}.jsonl" +_RAG_RE = re.compile(r"query_from_([A-Za-z0-9_]+)") def _init_paths(): """Ensure output directories exist before writing.""" @@ -51,6 +52,11 @@ def detect_delegation(msg: str) -> Optional[str]: m = _DELEG_RE.search(msg) return f"delegate_to_{m.group(1)}" if m else None +def detect_rag(msg: str) -> Optional[str]: + """Return the *full* RAG command name (e.g. 'query_from_rag') if present.""" + m = _RAG_RE.search(msg) + return f"query_from_{m.group(1)}" if m else None + def _dump_code_snippet(run_id: str, code: str) -> str: """Write .py under outputs/snippets/ and return the relative path.""" snippet_path = _SNIPPET_DIR / f"{run_id}.py" @@ -190,6 +196,7 @@ def run_agent_session( display(console, f"assistant ({current_agent.name})", msg) cmd = detect_delegation(msg) + #RAG = DETECT_RAG --> IF SO, THEN RAG.QUERY if cmd and cmd in current_agent.commands: target_agent_name = current_agent.commands[cmd].target_agent new_agent = agent_system.get_agent(target_agent_name) @@ -210,6 +217,7 @@ def run_agent_session( last_code_snippet = code console.print("[cyan]Executing code in sandbox…[/cyan]") exec_result = sandbox_manager.exec_code(code, timeout=300) + #PULL OUT ERROR FROM CODE --> QUERY RAG feedback = format_execute_response(exec_result, _OUTPUTS_DIR) history.append({"role": "user", "content": feedback}) display(console, "user", feedback) From 1f395d58c4e37d98880e5227735a38372eb9ec88 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 12:28:53 -0700 Subject: [PATCH 083/113] moved rag --- cli/olaf/src/olaf/execution/runner.py | 13 + .../olaf/rag/RetrievalAugmentedGeneration.py | 274 ------------------ cli/olaf/src/olaf/rag/UserRAG.py | 80 ----- 3 files changed, 13 insertions(+), 354 deletions(-) delete mode 100644 cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py delete mode 100644 cli/olaf/src/olaf/rag/UserRAG.py diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index fcbb4c7..b15516b 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -195,6 +195,19 @@ def run_agent_session( history.append({"role": "assistant", "content": msg}) display(console, f"assistant ({current_agent.name})", msg) + query_rag = detect_rag(msg) + if query_rag and query_rag in current_agent.commands: + console.print(f"[yellow]🔄 Routing to '{target_agent_name}' via {cmd}[/yellow]") + history.append({"role": "assistant", "content": f"🔄 Routing to **{target_agent_name}** (command `{cmd}`)"}) + current_agent = new_agent + system_prompt = (roster_instructions + "\n\n" + current_agent.get_full_prompt(agent_system.global_policy) + "\n\n" + analysis_context) + history.insert(0, {"role": "system", "content": system_prompt}) + # Remove the old system prompt to avoid confusion + if len(history) > 1 and history[1].get("role") == "system": + history.pop(1) + continue + + cmd = detect_delegation(msg) #RAG = DETECT_RAG --> IF SO, THEN RAG.QUERY if cmd and cmd in current_agent.commands: diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py deleted file mode 100644 index a410d81..0000000 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ /dev/null @@ -1,274 +0,0 @@ -import uuid -import json -import sys -from os import path -from pathlib import Path -from urllib.request import urlopen -from urllib.error import URLError -from typing import List, Tuple, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import requests - from umap import UMAP - import re - from bs4 import BeautifulSoup - from sentence_transformers import SentenceTransformer - from validators import url as is_url - from rich.console import Console - import random - import matplotlib.pyplot as plt - import numpy as np - import sklearn - import seaborn as sns - import wikipedia - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -EMBEDDING_LEN = 5 -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -# ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedGeneration: - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self) -> None: - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def view_query_history(self) -> None: - console.log(f"Query history:") - for i, q in enumerate(self.queries): - console.log(f"[Query {i}] {q}") - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - - def add_function(self, func: Dict[str, str]) -> None: - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") - self.functions.append(func) - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - - def add_embedding(self, text: str) -> None: - embeddings = self.model.encode([text])[0] - try: - with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") - self.embeddings.append(embeddings) - except Exception as e: - console.print(f"[red]Failed to create embeddings: {e}") - - def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: - try: - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, 'html.parser') - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return None - - func_def = func_sig.get_text(strip=True) - func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return func_def, func_descr - - def extract_wiki_content(self, search_term:str) -> Optional[str]: - if not search_term: - return None - try: - page_title = wikipedia.search(search_term)[0] - url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - text = content.get_text(separator=" ", strip=True) - - page_sentences = re.split(r'(?<=[.!?]) +', text) - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - - return embedding_content - - - def embedding_exists(self, func_name:str) -> bool: - for function in self.functions: - if func_name in function["definition"]: - return True - return False - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["definition"]: - return function["definition"] - return None - - - def embedding_pipeline(self, url:str) -> None: - result = self.extract_html_scib(url) - if not result: - return - func_definition, search_term = result - if not self.embedding_exists(func_definition): - embedding_content = self.extract_wiki_content(search_term) - if embedding_content: - self.add_embedding(embedding_content) - self.add_function({"definition": func_definition, "description": embedding_content}) - else: - console.log(f"[yellow] Embedding for url {url} exists.") - - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - def umap_plot(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to plot.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - all_embeddings = np.vstack([embeddings_array, query_embeddings]) - - n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP( - n_neighbors=n_neighbors, - min_dist=0.1, - metric='cosine' - ).fit_transform(all_embeddings) - - plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:len(self.embeddings), 0], - umap_embeddings[:len(self.embeddings), 1], - label="Chunks", color="blue") - plt.scatter(umap_embeddings[len(self.embeddings):, 0], - umap_embeddings[len(self.embeddings):, 1], - label="Queries", color="red", marker="x", s=100) - - for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=8, color='blue') - - for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): - plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - - plt.legend() - plt.title("UMAP Projection of Embeddings and Queries") - plt.savefig("umap_queries.png") - console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") - plt.close() - - def cosine_distance_heatmap(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to compare.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - - # Compute cosine distances between queries and embeddings - distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, - Y=embeddings_array, - metric='cosine' - ) - - row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] - - plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) - sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', - xticklabels=col_labels, yticklabels=row_labels) - plt.title("Cosine Distance Heatmap (Queries × Embeddings)") - plt.xticks(rotation=45, ha="right", fontsize=8) - plt.yticks(fontsize=8) - - query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) - - - plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", - ha="left", va="center", fontsize=8) - - plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") - console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") - - plt.close() - - - def clear(self) -> None: - self.embeddings = [] - self.queries = [] - self.functions = [] - -# ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = RetrievalAugmentedGeneration() - url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - rag.embedding_pipeline(url) - print(rag.query("What is pca")) - - - diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py deleted file mode 100644 index 17c5d77..0000000 --- a/cli/olaf/src/olaf/rag/UserRAG.py +++ /dev/null @@ -1,80 +0,0 @@ -import uuid -import json -import sys -from pathlib import Path -from typing import List, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import re - from sentence_transformers import SentenceTransformer - from rich.console import Console - import matplotlib.pyplot as plt - import numpy as np - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -class UserRAG(): - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["definition"]: - return function["definition"] - return None - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - # ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = UserRAG() - print(rag.query("What is pca")) - \ No newline at end of file From e0d0bc96fa3d2e74d4ae64ba335ab77d7be69893 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 12:31:37 -0700 Subject: [PATCH 084/113] rag + changes to runner --- cli/rag/RetrievalAugmentedGeneration.py | 274 ++++++++++++++++++++++++ cli/rag/UserRAG.py | 80 +++++++ 2 files changed, 354 insertions(+) create mode 100644 cli/rag/RetrievalAugmentedGeneration.py create mode 100644 cli/rag/UserRAG.py diff --git a/cli/rag/RetrievalAugmentedGeneration.py b/cli/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..a410d81 --- /dev/null +++ b/cli/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,274 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +from typing import List, Tuple, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + from umap import UMAP + import re + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console + import random + import matplotlib.pyplot as plt + import numpy as np + import sklearn + import seaborn as sns + import wikipedia + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +EMBEDDING_LEN = 5 +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedGeneration: + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self) -> None: + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def view_query_history(self) -> None: + console.log(f"Query history:") + for i, q in enumerate(self.queries): + console.log(f"[Query {i}] {q}") + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + + def add_function(self, func: Dict[str, str]) -> None: + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") + self.functions.append(func) + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + + def add_embedding(self, text: str) -> None: + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + self.embeddings.append(embeddings) + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + try: + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, 'html.parser') + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return None + + func_def = func_sig.get_text(strip=True) + func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return func_def, func_descr + + def extract_wiki_content(self, search_term:str) -> Optional[str]: + if not search_term: + return None + try: + page_title = wikipedia.search(search_term)[0] + url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + + page_sentences = re.split(r'(?<=[.!?]) +', text) + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + + return embedding_content + + + def embedding_exists(self, func_name:str) -> bool: + for function in self.functions: + if func_name in function["definition"]: + return True + return False + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + + def embedding_pipeline(self, url:str) -> None: + result = self.extract_html_scib(url) + if not result: + return + func_definition, search_term = result + if not self.embedding_exists(func_definition): + embedding_content = self.extract_wiki_content(search_term) + if embedding_content: + self.add_embedding(embedding_content) + self.add_function({"definition": func_definition, "description": embedding_content}) + else: + console.log(f"[yellow] Embedding for url {url} exists.") + + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + def umap_plot(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to plot.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) + + plt.figure(figsize=(10, 8)) + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') + + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + + plt.legend() + plt.title("UMAP Projection of Embeddings and Queries") + plt.savefig("umap_queries.png") + console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") + plt.close() + + def cosine_distance_heatmap(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to compare.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings + distances = sklearn.metrics.pairwise_distances( + X=query_embeddings, + Y=embeddings_array, + metric='cosine' + ) + + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] + + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) + + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) + + + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + + plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") + console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") + + plt.close() + + + def clear(self) -> None: + self.embeddings = [] + self.queries = [] + self.functions = [] + +# ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() + url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" + rag.embedding_pipeline(url) + print(rag.query("What is pca")) + + + diff --git a/cli/rag/UserRAG.py b/cli/rag/UserRAG.py new file mode 100644 index 0000000..17c5d77 --- /dev/null +++ b/cli/rag/UserRAG.py @@ -0,0 +1,80 @@ +import uuid +import json +import sys +from pathlib import Path +from typing import List, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import re + from sentence_transformers import SentenceTransformer + from rich.console import Console + import matplotlib.pyplot as plt + import numpy as np + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +class UserRAG(): + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + # ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = UserRAG() + print(rag.query("What is pca")) + \ No newline at end of file From cdb64000d4313e8d6559b5c82338d0ef31cd4209 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 14:19:13 -0700 Subject: [PATCH 085/113] one working version of implementation of rag - using agents --- cli/olaf/src/olaf/execution/runner.py | 27 +++++++++++++++------------ 1 file changed, 15 insertions(+), 12 deletions(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index b15516b..7cff7a0 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -193,23 +193,27 @@ def run_agent_session( break history.append({"role": "assistant", "content": msg}) - display(console, f"assistant ({current_agent.name})", msg) + display(console, f"assistant ({current_agent.name})", msg) + # --- RAG handling (similar to delegation) --- + #Let's say the command is 'query_from_functions_{Function Name}' or 'query_from_embeddings_{Fail Point} that the LLm would generate' query_rag = detect_rag(msg) if query_rag and query_rag in current_agent.commands: - console.print(f"[yellow]🔄 Routing to '{target_agent_name}' via {cmd}[/yellow]") - history.append({"role": "assistant", "content": f"🔄 Routing to **{target_agent_name}** (command `{cmd}`)"}) - current_agent = new_agent - system_prompt = (roster_instructions + "\n\n" + current_agent.get_full_prompt(agent_system.global_policy) + "\n\n" + analysis_context) - history.insert(0, {"role": "system", "content": system_prompt}) - # Remove the old system prompt to avoid confusion - if len(history) > 1 and history[1].get("role") == "system": - history.pop(1) + console.print(f"[yellow]🔠Triggering RAG query: {query_rag}[/yellow]") + rag = RetrievalAugmentedGeneration() + if query_rag == "functions": + search_term = re.compile(r"query_from_functions_(.+)") + retrieved_docs = rag.retrieve_function(search_term) + elif query_rag == "embeddings": + search_term = re.compile(r"query_from_embeddings_(.+)") + retrieved_docs = rag.query(query_text) + rag_cmd_desc = current_agent.commands[query_rag].description + system_prompt = f"{rag_cmd_desc}\n\n{analysis_context}\n\n{retrieved_docs}" + history.append({"role": "assistant", "content": system_prompt}) + display(console, f"system", retrieved_docs) continue - cmd = detect_delegation(msg) - #RAG = DETECT_RAG --> IF SO, THEN RAG.QUERY if cmd and cmd in current_agent.commands: target_agent_name = current_agent.commands[cmd].target_agent new_agent = agent_system.get_agent(target_agent_name) @@ -230,7 +234,6 @@ def run_agent_session( last_code_snippet = code console.print("[cyan]Executing code in sandbox…[/cyan]") exec_result = sandbox_manager.exec_code(code, timeout=300) - #PULL OUT ERROR FROM CODE --> QUERY RAG feedback = format_execute_response(exec_result, _OUTPUTS_DIR) history.append({"role": "user", "content": feedback}) display(console, "user", feedback) From 841373f92d955b3e2c1235579a522e9541d74917 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 15:03:50 -0700 Subject: [PATCH 086/113] dylan's proposed version of the implementation --- cli/olaf/src/olaf/execution/runner.py | 35 ++++++++++++++++++--------- 1 file changed, 23 insertions(+), 12 deletions(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 7cff7a0..e544799 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -39,7 +39,8 @@ def exec_code(self, code: str, timeout: int) -> dict: _OUTPUTS_DIR = OLAF_HOME / "runs" _SNIPPET_DIR = _OUTPUTS_DIR / "snippets" _LEDGER_PATH = _OUTPUTS_DIR / f"benchmark_history_{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}.jsonl" -_RAG_RE = re.compile(r"query_from_([A-Za-z0-9_]+)") +_RAG_RE = re.compile(r"query_rag_([A-Za-z0-9_]+)") +rag = RetrievalAugmentedGeneration() def _init_paths(): """Ensure output directories exist before writing.""" @@ -53,9 +54,9 @@ def detect_delegation(msg: str) -> Optional[str]: return f"delegate_to_{m.group(1)}" if m else None def detect_rag(msg: str) -> Optional[str]: - """Return the *full* RAG command name (e.g. 'query_from_rag') if present.""" + """Return the *partial* RAG command if present.""" m = _RAG_RE.search(msg) - return f"query_from_{m.group(1)}" if m else None + return f"{m.group(1)}" if m else None def _dump_code_snippet(run_id: str, code: str) -> str: """Write .py under outputs/snippets/ and return the relative path.""" @@ -197,16 +198,10 @@ def run_agent_session( # --- RAG handling (similar to delegation) --- #Let's say the command is 'query_from_functions_{Function Name}' or 'query_from_embeddings_{Fail Point} that the LLm would generate' - query_rag = detect_rag(msg) - if query_rag and query_rag in current_agent.commands: + query_from_re = detect_rag(msg) + if query_from_re and query_from_re in current_agent.commands: console.print(f"[yellow]🔠Triggering RAG query: {query_rag}[/yellow]") - rag = RetrievalAugmentedGeneration() - if query_rag == "functions": - search_term = re.compile(r"query_from_functions_(.+)") - retrieved_docs = rag.retrieve_function(search_term) - elif query_rag == "embeddings": - search_term = re.compile(r"query_from_embeddings_(.+)") - retrieved_docs = rag.query(query_text) + retrieved_docs = rag.query(query_from_re) rag_cmd_desc = current_agent.commands[query_rag].description system_prompt = f"{rag_cmd_desc}\n\n{analysis_context}\n\n{retrieved_docs}" history.append({"role": "assistant", "content": system_prompt}) @@ -235,8 +230,24 @@ def run_agent_session( console.print("[cyan]Executing code in sandbox…[/cyan]") exec_result = sandbox_manager.exec_code(code, timeout=300) feedback = format_execute_response(exec_result, _OUTPUTS_DIR) + error_detected = bool(exec_result.get('stderr')) or not exec_result.get('success', True) + if error_detected: + stderr = exec_result.get('stderr', '') + patterns = [ + r"NameError: name '(\w+)' is not defined", # undefined function/variable + r"TypeError: .* missing (\d+) required positional argument[s]*: '(\w+)'", # missing param + r"AttributeError: '.*' object has no attribute '(\w+)'" # missing attribute + ] + function_name = "" + for pat in patterns: + match = re.search(pat, stderr) + if match: + function_name = match.groups()[-1] + break + feedback += function_name history.append({"role": "user", "content": feedback}) display(console, "user", feedback) + if is_auto: if benchmark_modules: From 86f1239c39217c2b77d91cb23a393c5399a8467a Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Tue, 19 Aug 2025 15:49:55 -0700 Subject: [PATCH 087/113] attempts at rag implementation --- cli/olaf/src/olaf/execution/runner.py | 4 + cli/olaf/src/olaf/execution/runner_old.py | 274 ++++++++++++++++++++++ 2 files changed, 278 insertions(+) create mode 100644 cli/olaf/src/olaf/execution/runner_old.py diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index e544799..eb65571 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -244,8 +244,12 @@ def run_agent_session( if match: function_name = match.groups()[-1] break + #skip the LLM call, search the database and give it to the LLM + #Result should still show, inject the context to the function that failed AFTER the feedback feedback += function_name history.append({"role": "user", "content": feedback}) + #have 2 diff messages --> 2 diff history appends + #have the name of the function that failed, query from the database, we have the exact function name to get the proper signature and then append with the rag result display(console, "user", feedback) diff --git a/cli/olaf/src/olaf/execution/runner_old.py b/cli/olaf/src/olaf/execution/runner_old.py new file mode 100644 index 0000000..7cff7a0 --- /dev/null +++ b/cli/olaf/src/olaf/execution/runner_old.py @@ -0,0 +1,274 @@ +# olaf/execution/runner.py +from __future__ import annotations + +import json +import re +import sys +import time +from datetime import datetime +from pathlib import Path +from typing import Dict, List, Optional, Tuple + +from rich.console import Console +from rich.table import Table + +# --- Project-specific Imports --- +try: + from olaf.config import OLAF_HOME + from olaf.agents.AgentSystem import Agent, AgentSystem + from olaf.core.io_helpers import display, extract_python_code, format_execute_response +except ImportError as e: + print(f"Failed to import a required OLAF module: {e}", file=sys.stderr) + sys.exit(1) + + +# --- Type Hinting & Base Classes --- +class SandboxManager: + """Abstract base class for sandbox interaction.""" + def start_container(self) -> bool: + raise NotImplementedError + + def stop_container(self) -> None: + raise NotImplementedError + + def exec_code(self, code: str, timeout: int) -> dict: + raise NotImplementedError + +# --- Constants and Path Setup --- +_DELEG_RE = re.compile(r"delegate_to_([A-Za-z0-9_]+)") +_OUTPUTS_DIR = OLAF_HOME / "runs" +_SNIPPET_DIR = _OUTPUTS_DIR / "snippets" +_LEDGER_PATH = _OUTPUTS_DIR / f"benchmark_history_{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}.jsonl" +_RAG_RE = re.compile(r"query_from_([A-Za-z0-9_]+)") + +def _init_paths(): + """Ensure output directories exist before writing.""" + _SNIPPET_DIR.mkdir(exist_ok=True, parents=True) + _LEDGER_PATH.parent.mkdir(exist_ok=True, parents=True) + +# --- Helper Functions (from original script) --- +def detect_delegation(msg: str) -> Optional[str]: + """Return the *full* command name (e.g. 'delegate_to_coder') if present.""" + m = _DELEG_RE.search(msg) + return f"delegate_to_{m.group(1)}" if m else None + +def detect_rag(msg: str) -> Optional[str]: + """Return the *full* RAG command name (e.g. 'query_from_rag') if present.""" + m = _RAG_RE.search(msg) + return f"query_from_{m.group(1)}" if m else None + +def _dump_code_snippet(run_id: str, code: str) -> str: + """Write .py under outputs/snippets/ and return the relative path.""" + snippet_path = _SNIPPET_DIR / f"{run_id}.py" + snippet_path.write_text(code, encoding="utf-8") + return str(snippet_path.relative_to(_OUTPUTS_DIR)) + +def _save_benchmark_record(*, run_id: str, results: dict, meta: dict, code: str | None): + """Append a JSONL record for the benchmark run.""" + record = { + "ts": datetime.utcnow().isoformat(timespec="seconds") + "Z", + "run": run_id, + "dataset": meta.get("name"), + "results": results, + } + if code: + record["code_path"] = _dump_code_snippet(run_id, code) + with _LEDGER_PATH.open("a") as fh: + fh.write(json.dumps(record) + "\n") + +# --- Core Runner Functions --- +def run_benchmark( + console: Console, + mgr: SandboxManager, + benchmark_module: Path, + *, + is_auto: bool, + metadata: Optional[Dict] = None, + agent_name: Optional[str] = None, + code_snippet: Optional[str] = None, +) -> str: + """ + Execute a benchmark module inside the sandbox. + In auto mode, saves results and returns a result string for the history. + In interactive mode, prints results to the console. + """ + console.print(f"\n[bold cyan]Running benchmark module: {benchmark_module.name}[/bold cyan]") + autometric_base_path = benchmark_module.parent / "AutoMetric.py" + try: + with open(autometric_base_path, "r") as f: + autometric_code = f.read() + with open(benchmark_module, "r") as f: + benchmark_code = f.read() + except FileNotFoundError as e: + err = f"Benchmark module or AutoMetric.py not found: {e}" + console.print(f"[red]{err}[/red]") + return err if is_auto else "" + + code_to_execute = f"# --- Code from AutoMetric.py ---\n{autometric_code}\n# --- Code from {benchmark_module.name} ---\n{benchmark_code}" + console.print("[cyan]Executing benchmark code...[/cyan]") + + try: + exec_result = mgr.exec_code(code_to_execute, timeout=300) + + table = Table(title="Benchmark Results") + table.add_column("Metric", style="cyan") + table.add_column("Value", style="magenta") + stdout = exec_result.get("stdout", "") + result_dict = {} + try: + result_dict = json.loads(stdout.strip().splitlines()[-1]) + except (json.JSONDecodeError, IndexError) as e: + console.print(f"[yellow]Warning: Could not parse JSON from stdout: {e}[/yellow]") + + if exec_result.get("status") == "ok" and isinstance(result_dict, dict): + for key, value in result_dict.items(): + table.add_row(str(key), str(value)) + if is_auto: + _save_benchmark_record( + run_id=f"{benchmark_module.stem}:{agent_name}:{int(time.time())}", + results=result_dict, + meta=metadata if metadata else {}, + code=code_snippet, + ) + else: + error_message = exec_result.get("stderr") or "An unknown error occurred." + table.add_row("Error", error_message) + + console.print(table) + return "Benchmark results:\n" + json.dumps(result_dict or {"error": "see console logs"}) + + except Exception as exc: + err_msg = f"Benchmark execution failed: {exc}" + console.print(f"[red]{err_msg}[/red]") + return err_msg + +def run_agent_session( + *, + console: Console, + agent_system: AgentSystem, + driver_agent: Agent, + roster_instructions: str, + analysis_context: str, + llm_client: object, + sandbox_manager: SandboxManager, + history: List[Dict[str, str]], + is_auto: bool, + max_turns: int = 1, + benchmark_modules: Optional[List[Path]] = None, +): + """ + Main driver for both interactive and automated agent execution sessions. + """ + from rich.prompt import Prompt + _init_paths() + + # --- Display the initial context provided by the CLI --- + for message in history: + role = message.get("role", "unknown") + content = message.get("content", "") + if role in ["system", "user"]: + display(console, role, content) + + current_agent = driver_agent + turn = 0 + last_code_snippet: str | None = None + + while True: + turn += 1 + if is_auto and turn > max_turns: + console.print("[bold green]Auto run finished: Max turns reached.[/bold green]") + break + + console.print(f"\n[bold]LLM call (turn {turn})…[/bold]") + + try: + resp = llm_client.chat.completions.create( + model="gpt-4o", + messages=history, + temperature=0.7, + ) + msg = resp.choices[0].message.content + except Exception as e: + console.print(f"[red]LLM API error: {e}[/red]") + break + + history.append({"role": "assistant", "content": msg}) + display(console, f"assistant ({current_agent.name})", msg) + + # --- RAG handling (similar to delegation) --- + #Let's say the command is 'query_from_functions_{Function Name}' or 'query_from_embeddings_{Fail Point} that the LLm would generate' + query_rag = detect_rag(msg) + if query_rag and query_rag in current_agent.commands: + console.print(f"[yellow]🔠Triggering RAG query: {query_rag}[/yellow]") + rag = RetrievalAugmentedGeneration() + if query_rag == "functions": + search_term = re.compile(r"query_from_functions_(.+)") + retrieved_docs = rag.retrieve_function(search_term) + elif query_rag == "embeddings": + search_term = re.compile(r"query_from_embeddings_(.+)") + retrieved_docs = rag.query(query_text) + rag_cmd_desc = current_agent.commands[query_rag].description + system_prompt = f"{rag_cmd_desc}\n\n{analysis_context}\n\n{retrieved_docs}" + history.append({"role": "assistant", "content": system_prompt}) + display(console, f"system", retrieved_docs) + continue + + cmd = detect_delegation(msg) + if cmd and cmd in current_agent.commands: + target_agent_name = current_agent.commands[cmd].target_agent + new_agent = agent_system.get_agent(target_agent_name) + if new_agent: + console.print(f"[yellow]🔄 Routing to '{target_agent_name}' via {cmd}[/yellow]") + history.append({"role": "assistant", "content": f"🔄 Routing to **{target_agent_name}** (command `{cmd}`)"}) + current_agent = new_agent + system_prompt = (roster_instructions + "\n\n" + current_agent.get_full_prompt(agent_system.global_policy) + "\n\n" + analysis_context) + # We replace the last system prompt with the new one for the new agent + history.insert(0, {"role": "system", "content": system_prompt}) + # Remove the old system prompt to avoid confusion + if len(history) > 1 and history[1].get("role") == "system": + history.pop(1) + continue + + code = extract_python_code(msg) + if code: + last_code_snippet = code + console.print("[cyan]Executing code in sandbox…[/cyan]") + exec_result = sandbox_manager.exec_code(code, timeout=300) + feedback = format_execute_response(exec_result, _OUTPUTS_DIR) + history.append({"role": "user", "content": feedback}) + display(console, "user", feedback) + + if is_auto: + if benchmark_modules: + result_str = run_benchmark( + console, sandbox_manager, benchmark_modules[0], + is_auto=True, metadata={"name": "auto"}, agent_name=current_agent.name, code_snippet=last_code_snippet + ) + history.append({"role": "user", "content": result_str}) + display(console, "user", result_str) + console.print(f"[yellow]Auto-continuing... {turn}/{max_turns} turns complete.[/yellow]") + else: + while True: + prompt_text = "\n[bold]Next message ('benchmark' to run selected benchmark, 'exit' to quit)[/bold]" + try: + user_input = Prompt.ask(prompt_text, default="").strip() + except (EOFError, KeyboardInterrupt): + user_input = "exit" + + if user_input.lower() in {"exit", "quit"}: + console.print("[bold yellow]Exiting session.[/bold yellow]") + return + + if user_input.lower() == "benchmark": + if benchmark_modules: + for bm_module in benchmark_modules: + run_benchmark(console, sandbox_manager, bm_module, is_auto=False) + continue + else: + console.print("[yellow]No benchmark modules were specified at startup.[/yellow]") + continue + + if user_input: + history.append({"role": "user", "content": user_input}) + display(console, "user", user_input) + break \ No newline at end of file From 3a12eefa6c30002c4fb5f09957dc72ad4fe7bf65 Mon Sep 17 00:00:00 2001 From: djriffle Date: Tue, 19 Aug 2025 19:04:29 -0400 Subject: [PATCH 088/113] Added rag support to agent system --- cli/olaf/src/olaf/agents/AgentSystem.py | 23 +++++++++++------ .../src/olaf/agents/create_agent_system.py | 25 +++++++++++++++---- 2 files changed, 35 insertions(+), 13 deletions(-) diff --git a/cli/olaf/src/olaf/agents/AgentSystem.py b/cli/olaf/src/olaf/agents/AgentSystem.py index 8d6f915..064a84a 100644 --- a/cli/olaf/src/olaf/agents/AgentSystem.py +++ b/cli/olaf/src/olaf/agents/AgentSystem.py @@ -12,7 +12,6 @@ # 2. The package-internal directory (for default samples), found relative to this file PACKAGE_CODE_SAMPLES_DIR = Path(__file__).resolve().parent.parent / "code_samples" - class Command: """Represents a command an agent can issue to a neighboring agent.""" def __init__(self, name: str, target_agent: str, description: str): @@ -23,19 +22,18 @@ def __init__(self, name: str, target_agent: str, description: str): def __repr__(self) -> str: return (f"Command(name='{self.name}', target='{self.target_agent}', " f"desc='{self.description[:30]}...')") - - class Agent: """Represents a single agent in the system.""" - def __init__(self, name: str, prompt: str, commands: Dict[str, Command], code_samples: Dict[str, str]): + def __init__(self, name: str, prompt: str, commands: Dict[str, Command], code_samples: Dict[str, str], is_rag_enabled: bool = False): self.name = name self.prompt = prompt self.commands = commands self.code_samples = code_samples + self.is_rag_enabled = is_rag_enabled def __repr__(self) -> str: sample_keys = list(self.code_samples.keys()) - return f"Agent(name='{self.name}', commands={list(self.commands.keys())}, samples={sample_keys})" + return f"Agent(name='{self.name}', commands={list(self.commands.keys())}, samples={sample_keys}, rag_enabled={self.is_rag_enabled})" def get_full_prompt(self, global_policy=None) -> str: """Constructs the full prompt including the global policy and command descriptions.""" @@ -53,8 +51,14 @@ def get_full_prompt(self, global_policy=None) -> str: full_prompt += f"\n - Target Agent: {command.target_agent}" full_prompt += "\n\n**YOU MUST USE THESE EXACT COMMANDS TO DELEGATE TASKS. NO OTHER FORMATTING OR COMMANDS ARE ALLOWED.**" + if self.is_rag_enabled: + full_prompt += "\n\nYou can query your specialized knowledge base for more context with the following command:" + full_prompt += f"\n- Command: `query_rag_`" + full_prompt += f"\n - Description: Retrieves relevant information about a specific from your knowledge base. Replace with a concise, descriptive search query (e.g., function names, task you are trying to complete)." + full_prompt += f"\n - Example: `query_rag_`" + if self.code_samples: - full_prompt += "\n - Code Samples Available:" + full_prompt += "\n\n - Code Samples Available:" for sample_name in self.code_samples.keys(): full_prompt += f"\n - `{sample_name}`" @@ -101,7 +105,6 @@ def load_from_json(cls, file_path: str) -> 'AgentSystem': user_path = USER_CODE_SAMPLES_DIR / filename package_path = PACKAGE_CODE_SAMPLES_DIR / filename - # Default to package path, but overwrite if user path exists path_to_load = None source_label = "" if user_path.exists(): @@ -120,11 +123,15 @@ def load_from_json(cls, file_path: str) -> 'AgentSystem': else: print(f" ⌠WARNING: Code sample file '{filename}' not found in any location.") + rag_config = agent_data.get("rag", {}) + is_rag_enabled = rag_config.get("enabled", False) + agent = Agent( name=agent_name, prompt=agent_data['prompt'], commands=commands, - code_samples=loaded_samples + code_samples=loaded_samples, + is_rag_enabled=is_rag_enabled ) agents[agent_name] = agent diff --git a/cli/olaf/src/olaf/agents/create_agent_system.py b/cli/olaf/src/olaf/agents/create_agent_system.py index 0102ee1..354876b 100644 --- a/cli/olaf/src/olaf/agents/create_agent_system.py +++ b/cli/olaf/src/olaf/agents/create_agent_system.py @@ -2,11 +2,11 @@ import os from typing import Dict, Any from pathlib import Path -from platformdirs import PlatformDirs # pip install platformdirs +from platformdirs import PlatformDirs import tempfile APP_NAME = "olaf" -APP_AUTHOR = "OpenTechBio" # or your org +APP_AUTHOR = "OpenTechBio" dirs = PlatformDirs(APP_NAME, APP_AUTHOR) # Root for user-specific OLAF files. Precedence: env -> platformdirs. @@ -72,9 +72,24 @@ def define_agents() -> Dict[str, Dict[str, Any]]: if agent_name in agents: print(f"{Colors.FAIL}Agent '{agent_name}' already exists. Please use a unique name.{Colors.ENDC}") continue + prompt = input(f"{Colors.WARNING}Enter the system prompt for '{Colors.OKCYAN}{agent_name}{Colors.WARNING}': {Colors.ENDC}").strip() - agents[agent_name] = {"prompt": prompt, "neighbors": {}, "code_samples": []} - print(f"{Colors.OKGREEN}Agent '{Colors.OKCYAN}{agent_name}{Colors.OKGREEN}' added successfully.{Colors.ENDC}") + + # --- New RAG Configuration Section --- + rag_enabled_input = input(f"{Colors.WARNING}Enable Retrieval-Augmented Generation (RAG) for '{Colors.OKCYAN}{agent_name}{Colors.WARNING}'? (y/n): {Colors.ENDC}").strip().lower() + is_rag_enabled = rag_enabled_input == 'y' + + # Add the new 'rag' key to the agent's data structure + agents[agent_name] = { + "prompt": prompt, + "neighbors": {}, + "code_samples": [], + "rag": {"enabled": is_rag_enabled} + } + + rag_status = f"{Colors.OKGREEN}enabled" if is_rag_enabled else f"{Colors.FAIL}disabled" + print(f"{Colors.OKGREEN}Agent '{Colors.OKCYAN}{agent_name}{Colors.OKGREEN}' added successfully (RAG: {rag_status}{Colors.OKGREEN}).{Colors.ENDC}") + print(f"\n{Colors.OKBLUE}--- All Agents Defined ---{Colors.ENDC}") for name in agents: print(f"- {Colors.OKCYAN}{name}{Colors.ENDC}") @@ -162,7 +177,7 @@ def _atomic_write_json(obj: Any, path: Path) -> None: with tempfile.NamedTemporaryFile("w", delete=False, dir=str(path.parent), prefix=path.stem, suffix=".tmp") as tmp: json.dump(obj, tmp, indent=2) tmp_path = Path(tmp.name) - tmp_path.replace(path) # atomic on POSIX; safe on Windows + tmp_path.replace(path) def save_configuration(global_policy: str, agents_config: Dict[str, Any], output_dir: str) -> None: if not agents_config: From e1f157c2ce3ca3a9e5d7453cd6da8c2a5cfc6d06 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 20 Aug 2025 01:00:31 -0700 Subject: [PATCH 089/113] query function from database by function signature search --- cli/olaf/src/olaf/execution/runner.py | 44 +++++++++++++++------------ 1 file changed, 25 insertions(+), 19 deletions(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index eb65571..f83e4d4 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -230,28 +230,34 @@ def run_agent_session( console.print("[cyan]Executing code in sandbox…[/cyan]") exec_result = sandbox_manager.exec_code(code, timeout=300) feedback = format_execute_response(exec_result, _OUTPUTS_DIR) - error_detected = bool(exec_result.get('stderr')) or not exec_result.get('success', True) - if error_detected: - stderr = exec_result.get('stderr', '') + history.append({"role": "assistant", "content": feedback}) + display(console, "assistant", feedback) + + stderr = exec_result.get('stderr', '') + if stderr and current_agent.is_rag_enabled: patterns = [ - r"NameError: name '(\w+)' is not defined", # undefined function/variable - r"TypeError: .* missing (\d+) required positional argument[s]*: '(\w+)'", # missing param - r"AttributeError: '.*' object has no attribute '(\w+)'" # missing attribute + r"NameError: name '(\w+)' is not defined", + r"TypeError: .* missing (\d+) required positional argument[s]*: '(\w+)'", + r"AttributeError: '.*' object has no attribute '(\w+)'" ] - function_name = "" - for pat in patterns: - match = re.search(pat, stderr) - if match: - function_name = match.groups()[-1] - break - #skip the LLM call, search the database and give it to the LLM - #Result should still show, inject the context to the function that failed AFTER the feedback - feedback += function_name - history.append({"role": "user", "content": feedback}) - #have 2 diff messages --> 2 diff history appends - #have the name of the function that failed, query from the database, we have the exact function name to get the proper signature and then append with the rag result - display(console, "user", feedback) + function_name = "" + for pat in patterns: + match = re.search(pat, stderr) + if match: + function_name = match.groups()[-1] + break + # If we found a missing function/variable, trigger RAG automatically + if function_name: + retrieved_docs = rag.retrieve_function(function_name) + console.print(f"[yellow]🔠Missing function detected: {function_name}, function database search...[/yellow]") + if retrieved_docs: + console.print(f"[green] Query successful - Function signature found. [/green]") + feedback += f"\n {function_name} produced an error. The correct function signature for {function_name} is:\n{retrieved_docs}" + history.append({"role": "system", "content": feedback}) + display(console, "system", feedback) + else: + console.print(f"Query unsuccessful - Function signature does not exist in the current database.") if is_auto: if benchmark_modules: From cb48c6e9ac3ed60dac7c10e2f8e5311e8a31920a Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 20 Aug 2025 01:03:08 -0700 Subject: [PATCH 090/113] changed function definition search to function signature search --- cli/rag/RetrievalAugmentedGeneration.py | 10 +++++----- cli/rag/UserRAG.py | 4 ++-- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/cli/rag/RetrievalAugmentedGeneration.py b/cli/rag/RetrievalAugmentedGeneration.py index a410d81..d12807c 100644 --- a/cli/rag/RetrievalAugmentedGeneration.py +++ b/cli/rag/RetrievalAugmentedGeneration.py @@ -141,14 +141,14 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: def embedding_exists(self, func_name:str) -> bool: for function in self.functions: - if func_name in function["definition"]: + if func_name in function["signature"]: return True return False def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: - if name in function["definition"]: - return function["definition"] + if name in function["signature"]: + return function["signature"] return None @@ -161,7 +161,7 @@ def embedding_pipeline(self, url:str) -> None: embedding_content = self.extract_wiki_content(search_term) if embedding_content: self.add_embedding(embedding_content) - self.add_function({"definition": func_definition, "description": embedding_content}) + self.add_function({"signature": func_definition, "description": embedding_content}) else: console.log(f"[yellow] Embedding for url {url} exists.") @@ -206,7 +206,7 @@ def umap_plot(self) -> None: label="Queries", color="red", marker="x", s=100) for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), + plt.annotate(self.functions[i]["signature"], (x, y), textcoords="offset points", xytext=(0, 5), ha='center', fontsize=8, color='blue') for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): diff --git a/cli/rag/UserRAG.py b/cli/rag/UserRAG.py index 17c5d77..7af5d67 100644 --- a/cli/rag/UserRAG.py +++ b/cli/rag/UserRAG.py @@ -58,8 +58,8 @@ def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: - if name in function["definition"]: - return function["definition"] + if name in function["signature"]: + return function["signature"] return None def query(self, text_query: str) -> Optional[np.ndarray]: From 8cfcdc7133c81027cd22b771d1a6e2f106701646 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 20 Aug 2025 01:26:33 -0700 Subject: [PATCH 091/113] fixed rag implementation --- cli/olaf/src/olaf/execution/runner.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index f83e4d4..2330a68 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -39,7 +39,7 @@ def exec_code(self, code: str, timeout: int) -> dict: _OUTPUTS_DIR = OLAF_HOME / "runs" _SNIPPET_DIR = _OUTPUTS_DIR / "snippets" _LEDGER_PATH = _OUTPUTS_DIR / f"benchmark_history_{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}.jsonl" -_RAG_RE = re.compile(r"query_rag_([A-Za-z0-9_]+)") +_RAG_RE = re.compile(r"query_rag_<([^>]+)>") rag = RetrievalAugmentedGeneration() def _init_paths(): @@ -196,17 +196,18 @@ def run_agent_session( history.append({"role": "assistant", "content": msg}) display(console, f"assistant ({current_agent.name})", msg) - # --- RAG handling (similar to delegation) --- - #Let's say the command is 'query_from_functions_{Function Name}' or 'query_from_embeddings_{Fail Point} that the LLm would generate' + # --- RAG handling --- query_from_re = detect_rag(msg) - if query_from_re and query_from_re in current_agent.commands: + if query_from_re and current_agent.is_rag_enabled: console.print(f"[yellow]🔠Triggering RAG query: {query_rag}[/yellow]") retrieved_docs = rag.query(query_from_re) - rag_cmd_desc = current_agent.commands[query_rag].description - system_prompt = f"{rag_cmd_desc}\n\n{analysis_context}\n\n{retrieved_docs}" - history.append({"role": "assistant", "content": system_prompt}) - display(console, f"system", retrieved_docs) - continue + if retrieved_docs: + console.print(f"[green] RAG query successful. [/green]") + feedback = "Replace old usage with this function and retry: " + retrieved_docs + history.append({"role": "system", "content": feedback}) + continue + else: + console.print(f"[red] RAG query unsuccessful. [/red]") cmd = detect_delegation(msg) if cmd and cmd in current_agent.commands: From f362e8e8206d23a4f53e184b58ae316db2c79cf4 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 20 Aug 2025 01:51:09 -0700 Subject: [PATCH 092/113] may have fixed import, need to consult and fix file --- cli/olaf/src/olaf/execution/runner.py | 1 + 1 file changed, 1 insertion(+) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 2330a68..70d7fe6 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -17,6 +17,7 @@ from olaf.config import OLAF_HOME from olaf.agents.AgentSystem import Agent, AgentSystem from olaf.core.io_helpers import display, extract_python_code, format_execute_response + from olaf.cli.rag import RetrievalAugmentedGeneration except ImportError as e: print(f"Failed to import a required OLAF module: {e}", file=sys.stderr) sys.exit(1) From d59c3410cbf2d4714822b6767f18009ce8bbc4c5 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Wed, 20 Aug 2025 01:58:31 -0700 Subject: [PATCH 093/113] potentially error fix --- cli/olaf/rag/RetrievalAugmentedGeneration.py | 274 ------------------- cli/olaf/rag/UserRAG.py | 80 ------ 2 files changed, 354 deletions(-) delete mode 100644 cli/olaf/rag/RetrievalAugmentedGeneration.py delete mode 100644 cli/olaf/rag/UserRAG.py diff --git a/cli/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/rag/RetrievalAugmentedGeneration.py deleted file mode 100644 index a410d81..0000000 --- a/cli/olaf/rag/RetrievalAugmentedGeneration.py +++ /dev/null @@ -1,274 +0,0 @@ -import uuid -import json -import sys -from os import path -from pathlib import Path -from urllib.request import urlopen -from urllib.error import URLError -from typing import List, Tuple, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import requests - from umap import UMAP - import re - from bs4 import BeautifulSoup - from sentence_transformers import SentenceTransformer - from validators import url as is_url - from rich.console import Console - import random - import matplotlib.pyplot as plt - import numpy as np - import sklearn - import seaborn as sns - import wikipedia - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -EMBEDDING_LEN = 5 -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -# ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedGeneration: - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self) -> None: - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def view_query_history(self) -> None: - console.log(f"Query history:") - for i, q in enumerate(self.queries): - console.log(f"[Query {i}] {q}") - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - - def add_function(self, func: Dict[str, str]) -> None: - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") - self.functions.append(func) - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - - def add_embedding(self, text: str) -> None: - embeddings = self.model.encode([text])[0] - try: - with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") - self.embeddings.append(embeddings) - except Exception as e: - console.print(f"[red]Failed to create embeddings: {e}") - - def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: - try: - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, 'html.parser') - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return None - - func_def = func_sig.get_text(strip=True) - func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return func_def, func_descr - - def extract_wiki_content(self, search_term:str) -> Optional[str]: - if not search_term: - return None - try: - page_title = wikipedia.search(search_term)[0] - url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - text = content.get_text(separator=" ", strip=True) - - page_sentences = re.split(r'(?<=[.!?]) +', text) - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - - return embedding_content - - - def embedding_exists(self, func_name:str) -> bool: - for function in self.functions: - if func_name in function["definition"]: - return True - return False - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["definition"]: - return function["definition"] - return None - - - def embedding_pipeline(self, url:str) -> None: - result = self.extract_html_scib(url) - if not result: - return - func_definition, search_term = result - if not self.embedding_exists(func_definition): - embedding_content = self.extract_wiki_content(search_term) - if embedding_content: - self.add_embedding(embedding_content) - self.add_function({"definition": func_definition, "description": embedding_content}) - else: - console.log(f"[yellow] Embedding for url {url} exists.") - - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - def umap_plot(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to plot.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - all_embeddings = np.vstack([embeddings_array, query_embeddings]) - - n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP( - n_neighbors=n_neighbors, - min_dist=0.1, - metric='cosine' - ).fit_transform(all_embeddings) - - plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:len(self.embeddings), 0], - umap_embeddings[:len(self.embeddings), 1], - label="Chunks", color="blue") - plt.scatter(umap_embeddings[len(self.embeddings):, 0], - umap_embeddings[len(self.embeddings):, 1], - label="Queries", color="red", marker="x", s=100) - - for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=8, color='blue') - - for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): - plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - - plt.legend() - plt.title("UMAP Projection of Embeddings and Queries") - plt.savefig("umap_queries.png") - console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") - plt.close() - - def cosine_distance_heatmap(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to compare.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - - # Compute cosine distances between queries and embeddings - distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, - Y=embeddings_array, - metric='cosine' - ) - - row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] - - plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) - sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', - xticklabels=col_labels, yticklabels=row_labels) - plt.title("Cosine Distance Heatmap (Queries × Embeddings)") - plt.xticks(rotation=45, ha="right", fontsize=8) - plt.yticks(fontsize=8) - - query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) - - - plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", - ha="left", va="center", fontsize=8) - - plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") - console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") - - plt.close() - - - def clear(self) -> None: - self.embeddings = [] - self.queries = [] - self.functions = [] - -# ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = RetrievalAugmentedGeneration() - url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - rag.embedding_pipeline(url) - print(rag.query("What is pca")) - - - diff --git a/cli/olaf/rag/UserRAG.py b/cli/olaf/rag/UserRAG.py deleted file mode 100644 index 17c5d77..0000000 --- a/cli/olaf/rag/UserRAG.py +++ /dev/null @@ -1,80 +0,0 @@ -import uuid -import json -import sys -from pathlib import Path -from typing import List, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import re - from sentence_transformers import SentenceTransformer - from rich.console import Console - import matplotlib.pyplot as plt - import numpy as np - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -class UserRAG(): - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["definition"]: - return function["definition"] - return None - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - # ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = UserRAG() - print(rag.query("What is pca")) - \ No newline at end of file From c6b056a6729baf5776da8337ac95ff5c679a256e Mon Sep 17 00:00:00 2001 From: djriffle Date: Wed, 20 Aug 2025 17:07:10 -0400 Subject: [PATCH 094/113] fixed imports --- cli/olaf/src/olaf/execution/runner.py | 2 +- .../olaf/rag/RetrievalAugmentedGeneration.py | 274 ++++++++++++++++++ cli/olaf/src/olaf/rag/UserRAG.py | 80 +++++ cli/olaf/src/olaf/rag/__init__.py | 0 4 files changed, 355 insertions(+), 1 deletion(-) create mode 100644 cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py create mode 100644 cli/olaf/src/olaf/rag/UserRAG.py create mode 100644 cli/olaf/src/olaf/rag/__init__.py diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 70d7fe6..6e83321 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -17,7 +17,7 @@ from olaf.config import OLAF_HOME from olaf.agents.AgentSystem import Agent, AgentSystem from olaf.core.io_helpers import display, extract_python_code, format_execute_response - from olaf.cli.rag import RetrievalAugmentedGeneration + from olaf.rag.RetrievalAugmentedGeneration import RetrievalAugmentedGeneration except ImportError as e: print(f"Failed to import a required OLAF module: {e}", file=sys.stderr) sys.exit(1) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py new file mode 100644 index 0000000..a410d81 --- /dev/null +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -0,0 +1,274 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +from typing import List, Tuple, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + from umap import UMAP + import re + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console + import random + import matplotlib.pyplot as plt + import numpy as np + import sklearn + import seaborn as sns + import wikipedia + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +EMBEDDING_LEN = 5 +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedGeneration: + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self) -> None: + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def view_query_history(self) -> None: + console.log(f"Query history:") + for i, q in enumerate(self.queries): + console.log(f"[Query {i}] {q}") + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + + def add_function(self, func: Dict[str, str]) -> None: + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") + self.functions.append(func) + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + + def add_embedding(self, text: str) -> None: + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + self.embeddings.append(embeddings) + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + try: + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, 'html.parser') + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return None + + func_def = func_sig.get_text(strip=True) + func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return func_def, func_descr + + def extract_wiki_content(self, search_term:str) -> Optional[str]: + if not search_term: + return None + try: + page_title = wikipedia.search(search_term)[0] + url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + + page_sentences = re.split(r'(?<=[.!?]) +', text) + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + + return embedding_content + + + def embedding_exists(self, func_name:str) -> bool: + for function in self.functions: + if func_name in function["definition"]: + return True + return False + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + + def embedding_pipeline(self, url:str) -> None: + result = self.extract_html_scib(url) + if not result: + return + func_definition, search_term = result + if not self.embedding_exists(func_definition): + embedding_content = self.extract_wiki_content(search_term) + if embedding_content: + self.add_embedding(embedding_content) + self.add_function({"definition": func_definition, "description": embedding_content}) + else: + console.log(f"[yellow] Embedding for url {url} exists.") + + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + def umap_plot(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to plot.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) + + plt.figure(figsize=(10, 8)) + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') + + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + + plt.legend() + plt.title("UMAP Projection of Embeddings and Queries") + plt.savefig("umap_queries.png") + console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") + plt.close() + + def cosine_distance_heatmap(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to compare.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings + distances = sklearn.metrics.pairwise_distances( + X=query_embeddings, + Y=embeddings_array, + metric='cosine' + ) + + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] + + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) + + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) + + + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + + plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") + console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") + + plt.close() + + + def clear(self) -> None: + self.embeddings = [] + self.queries = [] + self.functions = [] + +# ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = RetrievalAugmentedGeneration() + url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" + rag.embedding_pipeline(url) + print(rag.query("What is pca")) + + + diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py new file mode 100644 index 0000000..17c5d77 --- /dev/null +++ b/cli/olaf/src/olaf/rag/UserRAG.py @@ -0,0 +1,80 @@ +import uuid +import json +import sys +from pathlib import Path +from typing import List, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import re + from sentence_transformers import SentenceTransformer + from rich.console import Console + import matplotlib.pyplot as plt + import numpy as np + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +class UserRAG(): + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self): + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + # ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = UserRAG() + print(rag.query("What is pca")) + \ No newline at end of file diff --git a/cli/olaf/src/olaf/rag/__init__.py b/cli/olaf/src/olaf/rag/__init__.py new file mode 100644 index 0000000..e69de29 From 1a2218591fbf84b27375f8deecfd3cfdee6a149b Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 06:59:22 -0700 Subject: [PATCH 095/113] working with dylans location of rag folder --- cli/rag/RetrievalAugmentedGeneration.py | 274 ------------------------ cli/rag/UserRAG.py | 80 ------- 2 files changed, 354 deletions(-) delete mode 100644 cli/rag/RetrievalAugmentedGeneration.py delete mode 100644 cli/rag/UserRAG.py diff --git a/cli/rag/RetrievalAugmentedGeneration.py b/cli/rag/RetrievalAugmentedGeneration.py deleted file mode 100644 index d12807c..0000000 --- a/cli/rag/RetrievalAugmentedGeneration.py +++ /dev/null @@ -1,274 +0,0 @@ -import uuid -import json -import sys -from os import path -from pathlib import Path -from urllib.request import urlopen -from urllib.error import URLError -from typing import List, Tuple, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import requests - from umap import UMAP - import re - from bs4 import BeautifulSoup - from sentence_transformers import SentenceTransformer - from validators import url as is_url - from rich.console import Console - import random - import matplotlib.pyplot as plt - import numpy as np - import sklearn - import seaborn as sns - import wikipedia - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -EMBEDDING_LEN = 5 -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -# ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedGeneration: - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self) -> None: - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def view_query_history(self) -> None: - console.log(f"Query history:") - for i, q in enumerate(self.queries): - console.log(f"[Query {i}] {q}") - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - - def add_function(self, func: Dict[str, str]) -> None: - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") - self.functions.append(func) - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - - def add_embedding(self, text: str) -> None: - embeddings = self.model.encode([text])[0] - try: - with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") - self.embeddings.append(embeddings) - except Exception as e: - console.print(f"[red]Failed to create embeddings: {e}") - - def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: - try: - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, 'html.parser') - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return None - - func_def = func_sig.get_text(strip=True) - func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return func_def, func_descr - - def extract_wiki_content(self, search_term:str) -> Optional[str]: - if not search_term: - return None - try: - page_title = wikipedia.search(search_term)[0] - url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - text = content.get_text(separator=" ", strip=True) - - page_sentences = re.split(r'(?<=[.!?]) +', text) - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - - return embedding_content - - - def embedding_exists(self, func_name:str) -> bool: - for function in self.functions: - if func_name in function["signature"]: - return True - return False - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["signature"]: - return function["signature"] - return None - - - def embedding_pipeline(self, url:str) -> None: - result = self.extract_html_scib(url) - if not result: - return - func_definition, search_term = result - if not self.embedding_exists(func_definition): - embedding_content = self.extract_wiki_content(search_term) - if embedding_content: - self.add_embedding(embedding_content) - self.add_function({"signature": func_definition, "description": embedding_content}) - else: - console.log(f"[yellow] Embedding for url {url} exists.") - - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - def umap_plot(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to plot.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - all_embeddings = np.vstack([embeddings_array, query_embeddings]) - - n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP( - n_neighbors=n_neighbors, - min_dist=0.1, - metric='cosine' - ).fit_transform(all_embeddings) - - plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:len(self.embeddings), 0], - umap_embeddings[:len(self.embeddings), 1], - label="Chunks", color="blue") - plt.scatter(umap_embeddings[len(self.embeddings):, 0], - umap_embeddings[len(self.embeddings):, 1], - label="Queries", color="red", marker="x", s=100) - - for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i]["signature"], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=8, color='blue') - - for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): - plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - - plt.legend() - plt.title("UMAP Projection of Embeddings and Queries") - plt.savefig("umap_queries.png") - console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") - plt.close() - - def cosine_distance_heatmap(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to compare.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - - # Compute cosine distances between queries and embeddings - distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, - Y=embeddings_array, - metric='cosine' - ) - - row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] - - plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) - sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', - xticklabels=col_labels, yticklabels=row_labels) - plt.title("Cosine Distance Heatmap (Queries × Embeddings)") - plt.xticks(rotation=45, ha="right", fontsize=8) - plt.yticks(fontsize=8) - - query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) - - - plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", - ha="left", va="center", fontsize=8) - - plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") - console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") - - plt.close() - - - def clear(self) -> None: - self.embeddings = [] - self.queries = [] - self.functions = [] - -# ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = RetrievalAugmentedGeneration() - url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - rag.embedding_pipeline(url) - print(rag.query("What is pca")) - - - diff --git a/cli/rag/UserRAG.py b/cli/rag/UserRAG.py deleted file mode 100644 index 7af5d67..0000000 --- a/cli/rag/UserRAG.py +++ /dev/null @@ -1,80 +0,0 @@ -import uuid -import json -import sys -from pathlib import Path -from typing import List, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import re - from sentence_transformers import SentenceTransformer - from rich.console import Console - import matplotlib.pyplot as plt - import numpy as np - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -class UserRAG(): - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["signature"]: - return function["signature"] - return None - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - # ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = UserRAG() - print(rag.query("What is pca")) - \ No newline at end of file From 2ebc5493e6c71913dd6f8d60f6d7c6ba31ef841d Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 07:05:38 -0700 Subject: [PATCH 096/113] userrag file deemed unnecessary and deleted --- cli/olaf/src/olaf/execution/runner.py | 6 +- cli/olaf/src/olaf/rag/UserRAG.py | 80 --------------------------- 2 files changed, 3 insertions(+), 83 deletions(-) delete mode 100644 cli/olaf/src/olaf/rag/UserRAG.py diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 6e83321..1e18025 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -41,7 +41,7 @@ def exec_code(self, code: str, timeout: int) -> dict: _SNIPPET_DIR = _OUTPUTS_DIR / "snippets" _LEDGER_PATH = _OUTPUTS_DIR / f"benchmark_history_{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}.jsonl" _RAG_RE = re.compile(r"query_rag_<([^>]+)>") -rag = RetrievalAugmentedGeneration() +RAG = RetrievalAugmentedGeneration() def _init_paths(): """Ensure output directories exist before writing.""" @@ -201,7 +201,7 @@ def run_agent_session( query_from_re = detect_rag(msg) if query_from_re and current_agent.is_rag_enabled: console.print(f"[yellow]🔠Triggering RAG query: {query_rag}[/yellow]") - retrieved_docs = rag.query(query_from_re) + retrieved_docs = RAG.query(query_from_re) if retrieved_docs: console.print(f"[green] RAG query successful. [/green]") feedback = "Replace old usage with this function and retry: " + retrieved_docs @@ -251,7 +251,7 @@ def run_agent_session( # If we found a missing function/variable, trigger RAG automatically if function_name: - retrieved_docs = rag.retrieve_function(function_name) + retrieved_docs = RAG.retrieve_function(function_name) console.print(f"[yellow]🔠Missing function detected: {function_name}, function database search...[/yellow]") if retrieved_docs: console.print(f"[green] Query successful - Function signature found. [/green]") diff --git a/cli/olaf/src/olaf/rag/UserRAG.py b/cli/olaf/src/olaf/rag/UserRAG.py deleted file mode 100644 index 17c5d77..0000000 --- a/cli/olaf/src/olaf/rag/UserRAG.py +++ /dev/null @@ -1,80 +0,0 @@ -import uuid -import json -import sys -from pathlib import Path -from typing import List, Dict, Union, Optional -# ── Dependencies ───────────────────────────────────────────── -try: - import re - from sentence_transformers import SentenceTransformer - from rich.console import Console - import matplotlib.pyplot as plt - import numpy as np - -except ImportError as e: - print(f"Missing dependency: {e}", file=sys.stderr) - sys.exit(1) - -# ── Paths and Constants ───────────────────────────────────────────── -console = Console() -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" - -class UserRAG(): - model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - - def __init__(self): - self.embeddings = self.load_embeddings() - self.functions = self.load_functions() - self.queries = [] - - def load_embeddings(self) -> List[np.ndarray]: - try: - with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: - return [np.array(json.loads(line)) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Embeddings file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Embeddings file is not valid JSONL.") - return [] - - def load_functions(self) -> List[Dict[str, str]]: - try: - with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: - return [json.loads(line) for line in f if line.strip()] - except FileNotFoundError: - console.log("[red]Functions file not found.") - return [] - except json.JSONDecodeError: - console.log("[red]Functions file is not valid JSONL.") - return [] - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - - def retrieve_function(self, name:str) -> Optional[str]: - for function in self.functions: - if name in function["definition"]: - return function["definition"] - return None - - def query(self, text_query: str) -> Optional[np.ndarray]: - self.queries.append(text_query) - if not self.embeddings: - console.log("[yellow]No embeddings to compare.") - return None - query_embedding = self.model.encode([text_query])[0] - sims = self.cosine_similarity(query_embedding, self.embeddings) - idx = np.argmax(sims) - return self.functions[idx]["description"] - - # ──────Implementation────────────────────────────────────────────────────────── - -if __name__ == "__main__": - rag = UserRAG() - print(rag.query("What is pca")) - \ No newline at end of file From b0290c283ed53c6a4195203ec9d48db56e68ec99 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 07:27:01 -0700 Subject: [PATCH 097/113] change to file names and locations - more clean up, fixed imports --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index a410d81..5355d21 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -34,7 +34,7 @@ FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" # ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedGeneration: +class RetrievalAugmentedEmbedder: model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") def __init__(self) -> None: From 44f0629cfbfc746df9ae1ab748aea746b2b4d868 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 07:30:30 -0700 Subject: [PATCH 098/113] user rag file changed --- .../olaf/rag/RetrievalAugmentedGeneration.py | 215 +----------------- 1 file changed, 10 insertions(+), 205 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 5355d21..93d638f 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -1,26 +1,15 @@ import uuid import json import sys -from os import path from pathlib import Path -from urllib.request import urlopen -from urllib.error import URLError -from typing import List, Tuple, Dict, Union, Optional +from typing import List, Dict, Union, Optional # ── Dependencies ───────────────────────────────────────────── try: - import requests - from umap import UMAP import re - from bs4 import BeautifulSoup from sentence_transformers import SentenceTransformer - from validators import url as is_url from rich.console import Console - import random import matplotlib.pyplot as plt import numpy as np - import sklearn - import seaborn as sns - import wikipedia except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) @@ -28,25 +17,18 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() -EMBEDDING_LEN = 5 SCRIPT_DIR = Path(__file__).resolve().parent EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" -# ──────Class────────────────────────────────────────────────────────── -class RetrievalAugmentedEmbedder: +class RetrievalAugmentedGeneration(): model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") - def __init__(self) -> None: + def __init__(self): self.embeddings = self.load_embeddings() self.functions = self.load_functions() self.queries = [] - def view_query_history(self) -> None: - console.log(f"Query history:") - for i, q in enumerate(self.queries): - console.log(f"[Query {i}] {q}") - def load_embeddings(self) -> List[np.ndarray]: try: with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: @@ -69,206 +51,29 @@ def load_functions(self) -> List[Dict[str, str]]: console.log("[red]Functions file is not valid JSONL.") return [] + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims - def add_function(self, func: Dict[str, str]) -> None: - try: - with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(func) + "\n") - console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") - self.functions.append(func) - except Exception as e: - console.print(f"[red]Failed to write to FUNCTIONS_FILE") - - def add_embedding(self, text: str) -> None: - embeddings = self.model.encode([text])[0] - try: - with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: - f.write(json.dumps(embeddings.tolist()) + "\n") - console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") - self.embeddings.append(embeddings) - except Exception as e: - console.print(f"[red]Failed to create embeddings: {e}") - - def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: - try: - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, 'html.parser') - func_sig = soup.select_one("dt.sig.sig-object.py") - if not func_sig: - console.log("[red] No function signature found") - return None - - func_def = func_sig.get_text(strip=True) - func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) - descr_tag = func_sig.find_next_sibling("dd") - func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" - return func_def, func_descr - - def extract_wiki_content(self, search_term:str) -> Optional[str]: - if not search_term: - return None - try: - page_title = wikipedia.search(search_term)[0] - url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" - response = requests.get(url) - response.raise_for_status() - except requests.exceptions.Timeout as e: - console.log(f"[red]Request timed out: URL={url} | Error={e}") - return None - except requests.exceptions.RequestException as e: - console.log(f"[red] Request failed: URL={url} | Error={e}") - return None - - soup = BeautifulSoup(response.text, "html.parser") - content = soup.find("div", {"class": "mw-parser-output"}) - for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): - tag.decompose() - text = content.get_text(separator=" ", strip=True) - - page_sentences = re.split(r'(?<=[.!?]) +', text) - embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - - return embedding_content - - - def embedding_exists(self, func_name:str) -> bool: - for function in self.functions: - if func_name in function["definition"]: - return True - return False - def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: if name in function["definition"]: return function["definition"] return None - - def embedding_pipeline(self, url:str) -> None: - result = self.extract_html_scib(url) - if not result: - return - func_definition, search_term = result - if not self.embedding_exists(func_definition): - embedding_content = self.extract_wiki_content(search_term) - if embedding_content: - self.add_embedding(embedding_content) - self.add_function({"definition": func_definition, "description": embedding_content}) - else: - console.log(f"[yellow] Embedding for url {url} exists.") - - - @staticmethod - def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: - sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] - return sims - def query(self, text_query: str) -> Optional[np.ndarray]: self.queries.append(text_query) if not self.embeddings: console.log("[yellow]No embeddings to compare.") - return None + return None query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.functions[idx]["description"] - - def umap_plot(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to plot.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - all_embeddings = np.vstack([embeddings_array, query_embeddings]) - - n_neighbors = min(15, len(all_embeddings) - 1) - umap_embeddings = UMAP( - n_neighbors=n_neighbors, - min_dist=0.1, - metric='cosine' - ).fit_transform(all_embeddings) - - plt.figure(figsize=(10, 8)) - plt.scatter(umap_embeddings[:len(self.embeddings), 0], - umap_embeddings[:len(self.embeddings), 1], - label="Chunks", color="blue") - plt.scatter(umap_embeddings[len(self.embeddings):, 0], - umap_embeddings[len(self.embeddings):, 1], - label="Queries", color="red", marker="x", s=100) - - for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=8, color='blue') - - for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): - plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), - ha='center', fontsize=10, color='red') - - plt.legend() - plt.title("UMAP Projection of Embeddings and Queries") - plt.savefig("umap_queries.png") - console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") - plt.close() - - def cosine_distance_heatmap(self) -> None: - if not self.embeddings or not self.queries: - console.log("[yellow]No embeddings and/or queries to compare.") - return - - query_embeddings = self.model.encode(self.queries) - embeddings_array = np.array(self.embeddings) - - # Compute cosine distances between queries and embeddings - distances = sklearn.metrics.pairwise_distances( - X=query_embeddings, - Y=embeddings_array, - metric='cosine' - ) - - row_labels = [f"Query {i+1}" for i in range(len(self.queries))] - col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] - - plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) - sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', - xticklabels=col_labels, yticklabels=row_labels) - plt.title("Cosine Distance Heatmap (Queries × Embeddings)") - plt.xticks(rotation=45, ha="right", fontsize=8) - plt.yticks(fontsize=8) - - query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) - chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) - - - plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", - ha="left", va="center", fontsize=8) - - plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") - console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") - - plt.close() + return self.functions[idx]["description"] - - def clear(self) -> None: - self.embeddings = [] - self.queries = [] - self.functions = [] - -# ──────Implementation────────────────────────────────────────────────────────── + # ──────Implementation────────────────────────────────────────────────────────── if __name__ == "__main__": rag = RetrievalAugmentedGeneration() - url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - rag.embedding_pipeline(url) print(rag.query("What is pca")) - - - From 8b5ea206fd75be60f3720d8d7c048c26a3bf52d1 Mon Sep 17 00:00:00 2001 From: Varshini VIjay <99629838+varshinivij@users.noreply.github.com> Date: Thu, 21 Aug 2025 08:53:03 -0700 Subject: [PATCH 099/113] Update system_blueprint.json --- cli/olaf/src/olaf/agents/system_blueprint.json | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/cli/olaf/src/olaf/agents/system_blueprint.json b/cli/olaf/src/olaf/agents/system_blueprint.json index 12120da..2e7fd3d 100644 --- a/cli/olaf/src/olaf/agents/system_blueprint.json +++ b/cli/olaf/src/olaf/agents/system_blueprint.json @@ -3,6 +3,7 @@ "agents": { "master_agent": { "prompt": "You are the master agent. Your primary role is to analyze incoming user requests and delegate them to the appropriate specialist agent. You do not perform tasks yourself.", + "is_rag_enabled": true, "neighbors": { "delegate_to_coder": { "target_agent": "coder_agent", @@ -16,6 +17,7 @@ }, "coder_agent": { "prompt": "You are a specialist single cell RNA coder agent. Your job is to write high-quality, executable code based on the user's request. You do not delegate tasks. The machine you run on has write disabled. You should never save to disk or modify files. Prioritize small step responses and avoid large code dumps.", + "is_rag_enabled": true, "neighbors": {}, "code_samples": [ "load_adata.py" @@ -23,7 +25,8 @@ }, "research_agent": { "prompt": "You are a specialist research agent. You fulfill user requests by finding and synthesizing information from reliable sources. You do not write code or delegate tasks.", + "is_rag_enabled": true, "neighbors": {} } } -} \ No newline at end of file +} From 75ff4a95c3152278af7a9248f56308876a164d2f Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 08:53:45 -0700 Subject: [PATCH 100/113] changes to imports and file structures --- cli/extra_tools/RetrievalAugmentedEmbedder.py | 274 ++++++++++++++++++ .../olaf/rag/RetrievalAugmentedGeneration.py | 8 +- cli/olaf/src/olaf/rag/embeddings.jsonl | 1 + cli/olaf/src/olaf/rag/functions.jsonl | 1 + 4 files changed, 281 insertions(+), 3 deletions(-) create mode 100644 cli/extra_tools/RetrievalAugmentedEmbedder.py create mode 100644 cli/olaf/src/olaf/rag/embeddings.jsonl create mode 100644 cli/olaf/src/olaf/rag/functions.jsonl diff --git a/cli/extra_tools/RetrievalAugmentedEmbedder.py b/cli/extra_tools/RetrievalAugmentedEmbedder.py new file mode 100644 index 0000000..85d826f --- /dev/null +++ b/cli/extra_tools/RetrievalAugmentedEmbedder.py @@ -0,0 +1,274 @@ +import uuid +import json +import sys +from os import path +from pathlib import Path +from urllib.request import urlopen +from urllib.error import URLError +from typing import List, Tuple, Dict, Union, Optional +# ── Dependencies ───────────────────────────────────────────── +try: + import requests + from umap import UMAP + import re + from bs4 import BeautifulSoup + from sentence_transformers import SentenceTransformer + from validators import url as is_url + from rich.console import Console + import random + import matplotlib.pyplot as plt + import numpy as np + import sklearn + import seaborn as sns + import wikipedia + +except ImportError as e: + print(f"Missing dependency: {e}", file=sys.stderr) + sys.exit(1) + +# ── Paths and Constants ───────────────────────────────────────────── +console = Console() +EMBEDDING_LEN = 5 +SCRIPT_DIR = Path(__file__).resolve().parent +EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" + +# ──────Class────────────────────────────────────────────────────────── +class RetrievalAugmentedEmbedder: + model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") + + def __init__(self) -> None: + self.embeddings = self.load_embeddings() + self.functions = self.load_functions() + self.queries = [] + + def view_query_history(self) -> None: + console.log(f"Query history:") + for i, q in enumerate(self.queries): + console.log(f"[Query {i}] {q}") + + def load_embeddings(self) -> List[np.ndarray]: + try: + with open(EMBEDDING_FILE, "r", encoding="utf-8") as f: + return [np.array(json.loads(line)) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Embeddings file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Embeddings file is not valid JSONL.") + return [] + + def load_functions(self) -> List[Dict[str, str]]: + try: + with open(FUNCTIONS_FILE, "r", encoding="utf-8") as f: + return [json.loads(line) for line in f if line.strip()] + except FileNotFoundError: + console.log("[red]Functions file not found.") + return [] + except json.JSONDecodeError: + console.log("[red]Functions file is not valid JSONL.") + return [] + + + def add_function(self, func: Dict[str, str]) -> None: + try: + with open(FUNCTIONS_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(func) + "\n") + console.print(f"[green]Functions successfully stored in {FUNCTIONS_FILE}") + self.functions.append(func) + except Exception as e: + console.print(f"[red]Failed to write to FUNCTIONS_FILE") + + def add_embedding(self, text: str) -> None: + embeddings = self.model.encode([text])[0] + try: + with open(EMBEDDING_FILE, "a", encoding="utf-8") as f: + f.write(json.dumps(embeddings.tolist()) + "\n") + console.print(f"[green]Embeddings successfully stored in {EMBEDDING_FILE}") + self.embeddings.append(embeddings) + except Exception as e: + console.print(f"[red]Failed to create embeddings: {e}") + + def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + try: + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, 'html.parser') + func_sig = soup.select_one("dt.sig.sig-object.py") + if not func_sig: + console.log("[red] No function signature found") + return None + + func_def = func_sig.get_text(strip=True) + func_def = re.sub(r"\s*\[source\]\s*[\#]*$", "", func_def) + descr_tag = func_sig.find_next_sibling("dd") + func_descr = descr_tag.p.get_text(strip=True) if descr_tag and descr_tag.p else "" + return func_def, func_descr + + def extract_wiki_content(self, search_term:str) -> Optional[str]: + if not search_term: + return None + try: + page_title = wikipedia.search(search_term)[0] + url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" + response = requests.get(url) + response.raise_for_status() + except requests.exceptions.Timeout as e: + console.log(f"[red]Request timed out: URL={url} | Error={e}") + return None + except requests.exceptions.RequestException as e: + console.log(f"[red] Request failed: URL={url} | Error={e}") + return None + + soup = BeautifulSoup(response.text, "html.parser") + content = soup.find("div", {"class": "mw-parser-output"}) + for tag in content.find_all(["table", "sup", "span", "math", "img", "figure", "style", "script"]): + tag.decompose() + text = content.get_text(separator=" ", strip=True) + + page_sentences = re.split(r'(?<=[.!?]) +', text) + embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) + + return embedding_content + + + def embedding_exists(self, func_name:str) -> bool: + for function in self.functions: + if func_name in function["definition"]: + return True + return False + + def retrieve_function(self, name:str) -> Optional[str]: + for function in self.functions: + if name in function["definition"]: + return function["definition"] + return None + + + def embedding_pipeline(self, url:str) -> None: + result = self.extract_html_scib(url) + if not result: + return + func_definition, search_term = result + if not self.embedding_exists(func_definition): + embedding_content = self.extract_wiki_content(search_term) + if embedding_content: + self.add_embedding(embedding_content) + self.add_function({"definition": func_definition, "description": embedding_content}) + else: + console.log(f"[yellow] Embedding for url {url} exists.") + + + @staticmethod + def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: + sims = [np.dot(A, emb) / (np.linalg.norm(A) * np.linalg.norm(emb)) for emb in B] + return sims + + def query(self, text_query: str) -> Optional[np.ndarray]: + self.queries.append(text_query) + if not self.embeddings: + console.log("[yellow]No embeddings to compare.") + return None + query_embedding = self.model.encode([text_query])[0] + sims = self.cosine_similarity(query_embedding, self.embeddings) + idx = np.argmax(sims) + return self.functions[idx]["description"] + + def umap_plot(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to plot.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + all_embeddings = np.vstack([embeddings_array, query_embeddings]) + + n_neighbors = min(15, len(all_embeddings) - 1) + umap_embeddings = UMAP( + n_neighbors=n_neighbors, + min_dist=0.1, + metric='cosine' + ).fit_transform(all_embeddings) + + plt.figure(figsize=(10, 8)) + plt.scatter(umap_embeddings[:len(self.embeddings), 0], + umap_embeddings[:len(self.embeddings), 1], + label="Chunks", color="blue") + plt.scatter(umap_embeddings[len(self.embeddings):, 0], + umap_embeddings[len(self.embeddings):, 1], + label="Queries", color="red", marker="x", s=100) + + for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): + plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=8, color='blue') + + for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): + plt.annotate(self.queries[i], (x, y), textcoords="offset points", xytext=(0, 5), + ha='center', fontsize=10, color='red') + + plt.legend() + plt.title("UMAP Projection of Embeddings and Queries") + plt.savefig("umap_queries.png") + console.log(f"[green]UMAP plot for all queries saved as umap_queries.png [/green]") + plt.close() + + def cosine_distance_heatmap(self) -> None: + if not self.embeddings or not self.queries: + console.log("[yellow]No embeddings and/or queries to compare.") + return + + query_embeddings = self.model.encode(self.queries) + embeddings_array = np.array(self.embeddings) + + # Compute cosine distances between queries and embeddings + distances = sklearn.metrics.pairwise_distances( + X=query_embeddings, + Y=embeddings_array, + metric='cosine' + ) + + row_labels = [f"Query {i+1}" for i in range(len(self.queries))] + col_labels = [f"Chunk {i+1}" for i in range(len(self.functions))] + + plt.figure(figsize=(len(col_labels)*0.5 + 6, len(row_labels)*0.5 + 2)) + sns.heatmap(distances, square=False, annot=True, cbar=True, cmap='Blues', + xticklabels=col_labels, yticklabels=row_labels) + plt.title("Cosine Distance Heatmap (Queries × Embeddings)") + plt.xticks(rotation=45, ha="right", fontsize=8) + plt.yticks(fontsize=8) + + query_map = "\n".join([f"Query {i+1}: {q}" for i, q in enumerate(self.queries)]) + chunk_map = "\n".join([f"Chunk {i+1}: {kw}" for i, kw in enumerate(self.functions)]) + + + plt.figtext(1.02, 0.5, f"{query_map}\n\n{chunk_map}", + ha="left", va="center", fontsize=8) + + plt.savefig("full_cosine_distance_heatmap.png", bbox_inches="tight") + console.log("[green]Full cosine distance heatmap saved as full_cosine_distance_heatmap.png[/green]") + + plt.close() + + + def clear(self) -> None: + self.embeddings = [] + self.queries = [] + self.functions = [] + +# ──────Implementation────────────────────────────────────────────────────────── + +if __name__ == "__main__": + rag = RetrievalAugmentedEmbedder() + url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" + rag.embedding_pipeline(url) + print(rag.query("What is pca")) + + + diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 93d638f..e941c24 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -10,6 +10,7 @@ from rich.console import Console import matplotlib.pyplot as plt import numpy as np + from olaf.config import OLAF_HOME except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) @@ -17,9 +18,9 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() -SCRIPT_DIR = Path(__file__).resolve().parent -EMBEDDING_FILE = SCRIPT_DIR / "embeddings.jsonl" -FUNCTIONS_FILE = SCRIPT_DIR / "functions.jsonl" +RAG_DIR = Path(__file__).parent +EMBEDDING_FILE = RAG_DIR / "embeddings.jsonl" +FUNCTIONS_FILE = RAG_DIR / "functions.jsonl" class RetrievalAugmentedGeneration(): model = SentenceTransformer("Qwen/Qwen3-Embedding-0.6B") @@ -75,5 +76,6 @@ def query(self, text_query: str) -> Optional[np.ndarray]: # ──────Implementation────────────────────────────────────────────────────────── if __name__ == "__main__": + print(RAG_DIR) rag = RetrievalAugmentedGeneration() print(rag.query("What is pca")) diff --git a/cli/olaf/src/olaf/rag/embeddings.jsonl b/cli/olaf/src/olaf/rag/embeddings.jsonl new file mode 100644 index 0000000..b862e48 --- /dev/null +++ b/cli/olaf/src/olaf/rag/embeddings.jsonl @@ -0,0 +1 @@ +[-0.011325935833156109, -0.019755421206355095, -0.009397626854479313, 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b/cli/olaf/src/olaf/rag/functions.jsonl @@ -0,0 +1 @@ +{"definition": "scib_metrics.utils.pca(X,n_components=None,return_svd=False)", "description": "Method of data analysis Principal component analysis ( PCA ) is a linear dimensionality reduction technique with applications in exploratory data analysis , visualization and data preprocessing . The data is linearly transformed onto a new coordinate system such that the directions (principal components) capturing the largest variation in the data can be easily identified. The principal components of a collection of points in a real coordinate space are a sequence of unit vectors , where the -th vector is the direction of a line that best fits the data while being orthogonal to the first vectors. Here, a best-fitting line is defined as one that minimizes the average squared perpendicular distance from the points to the line . These directions (i.e., principal components) constitute an orthonormal basis in which different individual dimensions of the data are linearly uncorrelated ."} From 8bca72abdb9bbe1cc81f5d043e1ead2962988428 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 09:10:25 -0700 Subject: [PATCH 101/113] finally fixed import situation --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index e941c24..a3c994c 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -18,7 +18,7 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() -RAG_DIR = Path(__file__).parent +RAG_DIR = OLAF_HOME / "rag" EMBEDDING_FILE = RAG_DIR / "embeddings.jsonl" FUNCTIONS_FILE = RAG_DIR / "functions.jsonl" @@ -76,6 +76,5 @@ def query(self, text_query: str) -> Optional[np.ndarray]: # ──────Implementation────────────────────────────────────────────────────────── if __name__ == "__main__": - print(RAG_DIR) rag = RetrievalAugmentedGeneration() print(rag.query("What is pca")) From 18880514e7433162cb6709d1c3e916c35989ed53 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 10:33:39 -0700 Subject: [PATCH 102/113] tested code --- cli/olaf/src/olaf/execution/runner.py | 38 ++++++++++--------- .../olaf/rag/RetrievalAugmentedGeneration.py | 1 + 2 files changed, 22 insertions(+), 17 deletions(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 1e18025..f78eb3f 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -43,6 +43,7 @@ def exec_code(self, code: str, timeout: int) -> dict: _RAG_RE = re.compile(r"query_rag_<([^>]+)>") RAG = RetrievalAugmentedGeneration() + def _init_paths(): """Ensure output directories exist before writing.""" _SNIPPET_DIR.mkdir(exist_ok=True, parents=True) @@ -77,7 +78,8 @@ def _save_benchmark_record(*, run_id: str, results: dict, meta: dict, code: str record["code_path"] = _dump_code_snippet(run_id, code) with _LEDGER_PATH.open("a") as fh: fh.write(json.dumps(record) + "\n") - + + # --- Core Runner Functions --- def run_benchmark( console: Console, @@ -200,15 +202,15 @@ def run_agent_session( # --- RAG handling --- query_from_re = detect_rag(msg) if query_from_re and current_agent.is_rag_enabled: - console.print(f"[yellow]🔠Triggering RAG query: {query_rag}[/yellow]") + console.print(f"[yellow]🔠Triggering RAG query: {query_from_re}[/yellow]") retrieved_docs = RAG.query(query_from_re) if retrieved_docs: console.print(f"[green] RAG query successful. [/green]") feedback = "Replace old usage with this function and retry: " + retrieved_docs - history.append({"role": "system", "content": feedback}) - continue + history.append({"role": "system", "content": feedback}) else: console.print(f"[red] RAG query unsuccessful. [/red]") + continue cmd = detect_delegation(msg) if cmd and cmd in current_agent.commands: @@ -236,20 +238,22 @@ def run_agent_session( display(console, "assistant", feedback) stderr = exec_result.get('stderr', '') - if stderr and current_agent.is_rag_enabled: - patterns = [ - r"NameError: name '(\w+)' is not defined", - r"TypeError: .* missing (\d+) required positional argument[s]*: '(\w+)'", - r"AttributeError: '.*' object has no attribute '(\w+)'" + if stderr and curr_agent.is_rag_enabled: + func_error_patterns = [ + r"missing \d+ required positional argument", # TypeError: missing argument + r"NameError: name '(\w+)' is not defined", # NameError + r"AttributeError: '.*' object has no attribute '(\w+)'", # missing attribute + r"got an unexpected keyword argument" # wrong keyword argument ] function_name = "" - for pat in patterns: - match = re.search(pat, stderr) - if match: - function_name = match.groups()[-1] - break + if any(re.search(pat, stderr) for pat in func_error_patterns): + lines = stderr.strip().splitlines() + if len(lines) >= 2: + code_line = lines[-2].strip() # second-to-last line: code that failed + match = re.search(r'(\w+)\s*\(', code_line) + if match: + function_name = match.group(1) - # If we found a missing function/variable, trigger RAG automatically if function_name: retrieved_docs = RAG.retrieve_function(function_name) console.print(f"[yellow]🔠Missing function detected: {function_name}, function database search...[/yellow]") @@ -257,9 +261,9 @@ def run_agent_session( console.print(f"[green] Query successful - Function signature found. [/green]") feedback += f"\n {function_name} produced an error. The correct function signature for {function_name} is:\n{retrieved_docs}" history.append({"role": "system", "content": feedback}) - display(console, "system", feedback) else: - console.print(f"Query unsuccessful - Function signature does not exist in the current database.") + print(f"Query unsuccessful - Function signature does not exist in the current database.") + continue if is_auto: if benchmark_modules: diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index a3c994c..c152fc3 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -18,6 +18,7 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() + RAG_DIR = OLAF_HOME / "rag" EMBEDDING_FILE = RAG_DIR / "embeddings.jsonl" FUNCTIONS_FILE = RAG_DIR / "functions.jsonl" From f89b89918018e6c4f96eade869be26230cc2187d Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 10:46:09 -0700 Subject: [PATCH 103/113] trivial errors --- cli/olaf/src/olaf/execution/runner.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index f78eb3f..ec6aed0 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -263,7 +263,7 @@ def run_agent_session( history.append({"role": "system", "content": feedback}) else: print(f"Query unsuccessful - Function signature does not exist in the current database.") - continue + continue if is_auto: if benchmark_modules: From b1a5fba2b7c9ad96bd72f4dcfc70ea3d79d9abc7 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Thu, 21 Aug 2025 10:49:26 -0700 Subject: [PATCH 104/113] trivial errors --- cli/olaf/src/olaf/execution/runner.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index ec6aed0..1d0a600 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -238,7 +238,7 @@ def run_agent_session( display(console, "assistant", feedback) stderr = exec_result.get('stderr', '') - if stderr and curr_agent.is_rag_enabled: + if stderr and current_agent.is_rag_enabled: func_error_patterns = [ r"missing \d+ required positional argument", # TypeError: missing argument r"NameError: name '(\w+)' is not defined", # NameError @@ -246,6 +246,7 @@ def run_agent_session( r"got an unexpected keyword argument" # wrong keyword argument ] function_name = "" + retrieved_docs = "" if any(re.search(pat, stderr) for pat in func_error_patterns): lines = stderr.strip().splitlines() if len(lines) >= 2: From e0dc7c37f206be3b0091ec6d3e3d874adb3eba8d Mon Sep 17 00:00:00 2001 From: Varshini VIjay <99629838+varshinivij@users.noreply.github.com> Date: Thu, 21 Aug 2025 20:33:05 -0700 Subject: [PATCH 105/113] Update RetrievalAugmentedGeneration.py --- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index c152fc3..2215864 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -10,7 +10,6 @@ from rich.console import Console import matplotlib.pyplot as plt import numpy as np - from olaf.config import OLAF_HOME except ImportError as e: print(f"Missing dependency: {e}", file=sys.stderr) @@ -19,7 +18,7 @@ # ── Paths and Constants ───────────────────────────────────────────── console = Console() -RAG_DIR = OLAF_HOME / "rag" +RAG_DIR = Path(__file__).resolve().parent.parent / "rag" EMBEDDING_FILE = RAG_DIR / "embeddings.jsonl" FUNCTIONS_FILE = RAG_DIR / "functions.jsonl" From 9850afe569dd50b0891864daeed2cc9f1700836a Mon Sep 17 00:00:00 2001 From: djriffle Date: Fri, 22 Aug 2025 11:19:50 -0400 Subject: [PATCH 106/113] Fixed rag implementation --- cli/olaf/pyproject.toml | 4 +- .../src/olaf/agents/integration_system.json | 9 + .../src/olaf/agents/system_blueprint.json | 12 +- cli/olaf/src/olaf/execution/runner.py | 9 +- cli/olaf/src/olaf/execution/runner_old.py | 274 ------------------ .../olaf/rag/RetrievalAugmentedGeneration.py | 10 +- cli/requirements.txt | 3 +- 7 files changed, 36 insertions(+), 285 deletions(-) delete mode 100644 cli/olaf/src/olaf/execution/runner_old.py diff --git a/cli/olaf/pyproject.toml b/cli/olaf/pyproject.toml index b40ff8d..8e42bbc 100644 --- a/cli/olaf/pyproject.toml +++ b/cli/olaf/pyproject.toml @@ -22,7 +22,9 @@ dependencies = [ "jupyter-client", # NOTE: PyPI name has a hyphen "nbformat", "typer", - "platformdirs" + "platformdirs", + "sentence_transformers", + "tf_keras" ] # If you want a command like `olaf …` diff --git a/cli/olaf/src/olaf/agents/integration_system.json b/cli/olaf/src/olaf/agents/integration_system.json index c3ba423..50bc252 100644 --- a/cli/olaf/src/olaf/agents/integration_system.json +++ b/cli/olaf/src/olaf/agents/integration_system.json @@ -2,6 +2,9 @@ "global_policy": "Always be concise, professional, and helpful. Do not refuse to answer a request unless it is harmful.", "agents": { "master_agent": { + "rag": { + "enabled": true + }, "prompt": "You are the master agent. Analyze every user request and delegate the task to the appropriate expert: the general coder for standard single-cell analysis or the integration expert for batch correction and data integration tasks. Respond ONLY with a delegation command.", "neighbors": { "delegate_to_general": { @@ -16,6 +19,9 @@ }, "general_coder": { "prompt": "You are the *general scRNA-seq coder*. You handle standard single-cell analysis tasks like data loading, QC, filtering, normalization, and basic plotting using scanpy. You are not an expert in data integration.\n\nExample of a task you would perform:\n```python\nimport scanpy as sc\n\n# Assume 'adata' is a loaded AnnData object\n# Basic QC and filtering\nsc.pp.filter_cells(adata, min_genes=200)\nsc.pp.filter_genes(adata, min_cells=3)\nadata.var['mt'] = adata.var_names.str.startswith('MT-')\nsc.pp.calculate_qc_metrics(adata, qc_vars=['mt'], inplace=True)\n\n# Normalize and find highly variable genes\nsc.pp.normalize_total(adata, target_sum=1e4)\nsc.pp.log1p(adata)\nsc.pp.highly_variable_genes(adata, min_mean=0.0125, max_mean=3, min_disp=0.5)\n\n# Run PCA\nsc.tl.pca(adata, svd_solver='arpack')\n\nprint('Standard analysis complete. PCA is in adata.obsm[\"X_pca\"].')\n```", + "rag": { + "enabled": true + }, "neighbors": { "delegate_to_master": { "target_agent": "master_agent", @@ -29,6 +35,9 @@ }, "integration_expert": { "prompt": "You are the *integration expert*. You specialize in combining multiple single-cell datasets and correcting for batch effects using scvi-tools.\n\nExample of a task you would perform:\n```python\nimport scvi\nimport scanpy as sc\n\n# Assume 'adata' is loaded and preprocessed with a 'batch' column\n# Find highly variable genes across batches for integration\nsc.pp.highly_variable_genes(\n adata,\n n_top_genes=2000,\n subset=True,\n layer='counts',\n flavor='seurat_v3',\n batch_key='batch'\n)\n\n# Set up the AnnData object for the scVI model\nscvi.model.SCVI.setup_anndata(adata, layer='counts', batch_key='batch')\n\n# Create and train the scVI model\nmodel = scvi.model.SCVI(adata, n_layers=2, n_latent=30)\nmodel.train()\n\n# Store the integrated latent representation in the AnnData object\nadata.obsm['X_scVI'] = model.get_latent_representation()\n\nprint('Integration complete. Integrated embedding is in adata.obsm[\"X_scVI\"].')\n``` you remeber to wrap your code in triple backticks and python. Please only include one code block per response. Remeber to keep responses short and to the point.", + "rag": { + "enabled": true + }, "neighbors": { "delegate_to_master": { "target_agent": "master_agent", diff --git a/cli/olaf/src/olaf/agents/system_blueprint.json b/cli/olaf/src/olaf/agents/system_blueprint.json index 2e7fd3d..0ab9b5a 100644 --- a/cli/olaf/src/olaf/agents/system_blueprint.json +++ b/cli/olaf/src/olaf/agents/system_blueprint.json @@ -3,7 +3,9 @@ "agents": { "master_agent": { "prompt": "You are the master agent. Your primary role is to analyze incoming user requests and delegate them to the appropriate specialist agent. You do not perform tasks yourself.", - "is_rag_enabled": true, + "rag": { + "enabled": true + }, "neighbors": { "delegate_to_coder": { "target_agent": "coder_agent", @@ -17,7 +19,9 @@ }, "coder_agent": { "prompt": "You are a specialist single cell RNA coder agent. Your job is to write high-quality, executable code based on the user's request. You do not delegate tasks. The machine you run on has write disabled. You should never save to disk or modify files. Prioritize small step responses and avoid large code dumps.", - "is_rag_enabled": true, + "rag": { + "enabled": true + }, "neighbors": {}, "code_samples": [ "load_adata.py" @@ -25,7 +29,9 @@ }, "research_agent": { "prompt": "You are a specialist research agent. You fulfill user requests by finding and synthesizing information from reliable sources. You do not write code or delegate tasks.", - "is_rag_enabled": true, + "rag": { + "enabled": true + }, "neighbors": {} } } diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 1d0a600..44a0b6d 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -206,11 +206,12 @@ def run_agent_session( retrieved_docs = RAG.query(query_from_re) if retrieved_docs: console.print(f"[green] RAG query successful. [/green]") - feedback = "Replace old usage with this function and retry: " + retrieved_docs + feedback = retrieved_docs + console.print(feedback) history.append({"role": "system", "content": feedback}) else: console.print(f"[red] RAG query unsuccessful. [/red]") - continue + cmd = detect_delegation(msg) if cmd and cmd in current_agent.commands: @@ -261,10 +262,12 @@ def run_agent_session( if retrieved_docs: console.print(f"[green] Query successful - Function signature found. [/green]") feedback += f"\n {function_name} produced an error. The correct function signature for {function_name} is:\n{retrieved_docs}" + console.print(feedback) history.append({"role": "system", "content": feedback}) + continue else: print(f"Query unsuccessful - Function signature does not exist in the current database.") - continue + if is_auto: if benchmark_modules: diff --git a/cli/olaf/src/olaf/execution/runner_old.py b/cli/olaf/src/olaf/execution/runner_old.py deleted file mode 100644 index 7cff7a0..0000000 --- a/cli/olaf/src/olaf/execution/runner_old.py +++ /dev/null @@ -1,274 +0,0 @@ -# olaf/execution/runner.py -from __future__ import annotations - -import json -import re -import sys -import time -from datetime import datetime -from pathlib import Path -from typing import Dict, List, Optional, Tuple - -from rich.console import Console -from rich.table import Table - -# --- Project-specific Imports --- -try: - from olaf.config import OLAF_HOME - from olaf.agents.AgentSystem import Agent, AgentSystem - from olaf.core.io_helpers import display, extract_python_code, format_execute_response -except ImportError as e: - print(f"Failed to import a required OLAF module: {e}", file=sys.stderr) - sys.exit(1) - - -# --- Type Hinting & Base Classes --- -class SandboxManager: - """Abstract base class for sandbox interaction.""" - def start_container(self) -> bool: - raise NotImplementedError - - def stop_container(self) -> None: - raise NotImplementedError - - def exec_code(self, code: str, timeout: int) -> dict: - raise NotImplementedError - -# --- Constants and Path Setup --- -_DELEG_RE = re.compile(r"delegate_to_([A-Za-z0-9_]+)") -_OUTPUTS_DIR = OLAF_HOME / "runs" -_SNIPPET_DIR = _OUTPUTS_DIR / "snippets" -_LEDGER_PATH = _OUTPUTS_DIR / f"benchmark_history_{datetime.utcnow().strftime('%Y%m%d-%H%M%S')}.jsonl" -_RAG_RE = re.compile(r"query_from_([A-Za-z0-9_]+)") - -def _init_paths(): - """Ensure output directories exist before writing.""" - _SNIPPET_DIR.mkdir(exist_ok=True, parents=True) - _LEDGER_PATH.parent.mkdir(exist_ok=True, parents=True) - -# --- Helper Functions (from original script) --- -def detect_delegation(msg: str) -> Optional[str]: - """Return the *full* command name (e.g. 'delegate_to_coder') if present.""" - m = _DELEG_RE.search(msg) - return f"delegate_to_{m.group(1)}" if m else None - -def detect_rag(msg: str) -> Optional[str]: - """Return the *full* RAG command name (e.g. 'query_from_rag') if present.""" - m = _RAG_RE.search(msg) - return f"query_from_{m.group(1)}" if m else None - -def _dump_code_snippet(run_id: str, code: str) -> str: - """Write .py under outputs/snippets/ and return the relative path.""" - snippet_path = _SNIPPET_DIR / f"{run_id}.py" - snippet_path.write_text(code, encoding="utf-8") - return str(snippet_path.relative_to(_OUTPUTS_DIR)) - -def _save_benchmark_record(*, run_id: str, results: dict, meta: dict, code: str | None): - """Append a JSONL record for the benchmark run.""" - record = { - "ts": datetime.utcnow().isoformat(timespec="seconds") + "Z", - "run": run_id, - "dataset": meta.get("name"), - "results": results, - } - if code: - record["code_path"] = _dump_code_snippet(run_id, code) - with _LEDGER_PATH.open("a") as fh: - fh.write(json.dumps(record) + "\n") - -# --- Core Runner Functions --- -def run_benchmark( - console: Console, - mgr: SandboxManager, - benchmark_module: Path, - *, - is_auto: bool, - metadata: Optional[Dict] = None, - agent_name: Optional[str] = None, - code_snippet: Optional[str] = None, -) -> str: - """ - Execute a benchmark module inside the sandbox. - In auto mode, saves results and returns a result string for the history. - In interactive mode, prints results to the console. - """ - console.print(f"\n[bold cyan]Running benchmark module: {benchmark_module.name}[/bold cyan]") - autometric_base_path = benchmark_module.parent / "AutoMetric.py" - try: - with open(autometric_base_path, "r") as f: - autometric_code = f.read() - with open(benchmark_module, "r") as f: - benchmark_code = f.read() - except FileNotFoundError as e: - err = f"Benchmark module or AutoMetric.py not found: {e}" - console.print(f"[red]{err}[/red]") - return err if is_auto else "" - - code_to_execute = f"# --- Code from AutoMetric.py ---\n{autometric_code}\n# --- Code from {benchmark_module.name} ---\n{benchmark_code}" - console.print("[cyan]Executing benchmark code...[/cyan]") - - try: - exec_result = mgr.exec_code(code_to_execute, timeout=300) - - table = Table(title="Benchmark Results") - table.add_column("Metric", style="cyan") - table.add_column("Value", style="magenta") - stdout = exec_result.get("stdout", "") - result_dict = {} - try: - result_dict = json.loads(stdout.strip().splitlines()[-1]) - except (json.JSONDecodeError, IndexError) as e: - console.print(f"[yellow]Warning: Could not parse JSON from stdout: {e}[/yellow]") - - if exec_result.get("status") == "ok" and isinstance(result_dict, dict): - for key, value in result_dict.items(): - table.add_row(str(key), str(value)) - if is_auto: - _save_benchmark_record( - run_id=f"{benchmark_module.stem}:{agent_name}:{int(time.time())}", - results=result_dict, - meta=metadata if metadata else {}, - code=code_snippet, - ) - else: - error_message = exec_result.get("stderr") or "An unknown error occurred." - table.add_row("Error", error_message) - - console.print(table) - return "Benchmark results:\n" + json.dumps(result_dict or {"error": "see console logs"}) - - except Exception as exc: - err_msg = f"Benchmark execution failed: {exc}" - console.print(f"[red]{err_msg}[/red]") - return err_msg - -def run_agent_session( - *, - console: Console, - agent_system: AgentSystem, - driver_agent: Agent, - roster_instructions: str, - analysis_context: str, - llm_client: object, - sandbox_manager: SandboxManager, - history: List[Dict[str, str]], - is_auto: bool, - max_turns: int = 1, - benchmark_modules: Optional[List[Path]] = None, -): - """ - Main driver for both interactive and automated agent execution sessions. - """ - from rich.prompt import Prompt - _init_paths() - - # --- Display the initial context provided by the CLI --- - for message in history: - role = message.get("role", "unknown") - content = message.get("content", "") - if role in ["system", "user"]: - display(console, role, content) - - current_agent = driver_agent - turn = 0 - last_code_snippet: str | None = None - - while True: - turn += 1 - if is_auto and turn > max_turns: - console.print("[bold green]Auto run finished: Max turns reached.[/bold green]") - break - - console.print(f"\n[bold]LLM call (turn {turn})…[/bold]") - - try: - resp = llm_client.chat.completions.create( - model="gpt-4o", - messages=history, - temperature=0.7, - ) - msg = resp.choices[0].message.content - except Exception as e: - console.print(f"[red]LLM API error: {e}[/red]") - break - - history.append({"role": "assistant", "content": msg}) - display(console, f"assistant ({current_agent.name})", msg) - - # --- RAG handling (similar to delegation) --- - #Let's say the command is 'query_from_functions_{Function Name}' or 'query_from_embeddings_{Fail Point} that the LLm would generate' - query_rag = detect_rag(msg) - if query_rag and query_rag in current_agent.commands: - console.print(f"[yellow]🔠Triggering RAG query: {query_rag}[/yellow]") - rag = RetrievalAugmentedGeneration() - if query_rag == "functions": - search_term = re.compile(r"query_from_functions_(.+)") - retrieved_docs = rag.retrieve_function(search_term) - elif query_rag == "embeddings": - search_term = re.compile(r"query_from_embeddings_(.+)") - retrieved_docs = rag.query(query_text) - rag_cmd_desc = current_agent.commands[query_rag].description - system_prompt = f"{rag_cmd_desc}\n\n{analysis_context}\n\n{retrieved_docs}" - history.append({"role": "assistant", "content": system_prompt}) - display(console, f"system", retrieved_docs) - continue - - cmd = detect_delegation(msg) - if cmd and cmd in current_agent.commands: - target_agent_name = current_agent.commands[cmd].target_agent - new_agent = agent_system.get_agent(target_agent_name) - if new_agent: - console.print(f"[yellow]🔄 Routing to '{target_agent_name}' via {cmd}[/yellow]") - history.append({"role": "assistant", "content": f"🔄 Routing to **{target_agent_name}** (command `{cmd}`)"}) - current_agent = new_agent - system_prompt = (roster_instructions + "\n\n" + current_agent.get_full_prompt(agent_system.global_policy) + "\n\n" + analysis_context) - # We replace the last system prompt with the new one for the new agent - history.insert(0, {"role": "system", "content": system_prompt}) - # Remove the old system prompt to avoid confusion - if len(history) > 1 and history[1].get("role") == "system": - history.pop(1) - continue - - code = extract_python_code(msg) - if code: - last_code_snippet = code - console.print("[cyan]Executing code in sandbox…[/cyan]") - exec_result = sandbox_manager.exec_code(code, timeout=300) - feedback = format_execute_response(exec_result, _OUTPUTS_DIR) - history.append({"role": "user", "content": feedback}) - display(console, "user", feedback) - - if is_auto: - if benchmark_modules: - result_str = run_benchmark( - console, sandbox_manager, benchmark_modules[0], - is_auto=True, metadata={"name": "auto"}, agent_name=current_agent.name, code_snippet=last_code_snippet - ) - history.append({"role": "user", "content": result_str}) - display(console, "user", result_str) - console.print(f"[yellow]Auto-continuing... {turn}/{max_turns} turns complete.[/yellow]") - else: - while True: - prompt_text = "\n[bold]Next message ('benchmark' to run selected benchmark, 'exit' to quit)[/bold]" - try: - user_input = Prompt.ask(prompt_text, default="").strip() - except (EOFError, KeyboardInterrupt): - user_input = "exit" - - if user_input.lower() in {"exit", "quit"}: - console.print("[bold yellow]Exiting session.[/bold yellow]") - return - - if user_input.lower() == "benchmark": - if benchmark_modules: - for bm_module in benchmark_modules: - run_benchmark(console, sandbox_manager, bm_module, is_auto=False) - continue - else: - console.print("[yellow]No benchmark modules were specified at startup.[/yellow]") - continue - - if user_input: - history.append({"role": "user", "content": user_input}) - display(console, "user", user_input) - break \ No newline at end of file diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 2215864..67e7846 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -1,8 +1,12 @@ -import uuid import json import sys from pathlib import Path -from typing import List, Dict, Union, Optional +from typing import List, Dict, Optional +from contextlib import redirect_stdout, redirect_stderr + +import os +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' +os.environ['TF_ENABLE_ONEDNN_OPTS'] = '0' # ── Dependencies ───────────────────────────────────────────── try: import re @@ -71,7 +75,7 @@ def query(self, text_query: str) -> Optional[np.ndarray]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.functions[idx]["description"] + return self.functions[idx]["definition"] # ──────Implementation────────────────────────────────────────────────────────── diff --git a/cli/requirements.txt b/cli/requirements.txt index d908ddd..b90eaa9 100644 --- a/cli/requirements.txt +++ b/cli/requirements.txt @@ -6,4 +6,5 @@ docker dotenv openai jupyter_client -nbformat \ No newline at end of file +nbformat +sentence_transformers \ No newline at end of file From 2fa2c0a12ce4c4de17e79f7d43b9d0031f09e957 Mon Sep 17 00:00:00 2001 From: djriffle Date: Fri, 22 Aug 2025 11:27:34 -0400 Subject: [PATCH 107/113] small UX fixes --- cli/olaf/src/olaf/execution/runner.py | 2 +- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/cli/olaf/src/olaf/execution/runner.py b/cli/olaf/src/olaf/execution/runner.py index 44a0b6d..20b4ab3 100644 --- a/cli/olaf/src/olaf/execution/runner.py +++ b/cli/olaf/src/olaf/execution/runner.py @@ -266,7 +266,7 @@ def run_agent_session( history.append({"role": "system", "content": feedback}) continue else: - print(f"Query unsuccessful - Function signature does not exist in the current database.") + print(f"RAG Error Query unsuccessful - Function signature does not exist in the current database.") if is_auto: diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index 67e7846..a3e436d 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -5,7 +5,7 @@ from contextlib import redirect_stdout, redirect_stderr import os -os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' os.environ['TF_ENABLE_ONEDNN_OPTS'] = '0' # ── Dependencies ───────────────────────────────────────────── try: From 5d695e944db70ce2822231e3914f3657503f72fb Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 23 Aug 2025 00:42:57 -0700 Subject: [PATCH 108/113] added in new embeddings --- cli/extra_tools/RetrievalAugmentedEmbedder.py | 72 ++++++++++++++++--- cli/extra_tools/embeddings.jsonl | 12 ++++ cli/extra_tools/functions.jsonl | 12 ++++ 3 files changed, 86 insertions(+), 10 deletions(-) create mode 100644 cli/extra_tools/embeddings.jsonl create mode 100644 cli/extra_tools/functions.jsonl diff --git a/cli/extra_tools/RetrievalAugmentedEmbedder.py b/cli/extra_tools/RetrievalAugmentedEmbedder.py index 85d826f..2cb04e5 100644 --- a/cli/extra_tools/RetrievalAugmentedEmbedder.py +++ b/cli/extra_tools/RetrievalAugmentedEmbedder.py @@ -89,7 +89,7 @@ def add_embedding(self, text: str) -> None: except Exception as e: console.print(f"[red]Failed to create embeddings: {e}") - def extract_html_scib(self, url: str) -> Optional[Tuple[str, str]]: + def extract_html(self, url: str) -> Optional[Tuple[str, str]]: try: response = requests.get(url) response.raise_for_status() @@ -120,6 +120,9 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: url = f"https://en.wikipedia.org/wiki/{page_title.replace(' ', '_')}" response = requests.get(url) response.raise_for_status() + except IndexError as e: + console.log(f"[yellow] No wikipedia content found.") + return None except requests.exceptions.Timeout as e: console.log(f"[red]Request timed out: URL={url} | Error={e}") return None @@ -153,15 +156,16 @@ def retrieve_function(self, name:str) -> Optional[str]: def embedding_pipeline(self, url:str) -> None: - result = self.extract_html_scib(url) + result = self.extract_html(url) if not result: - return - func_definition, search_term = result + return + func_definition, func_description = result if not self.embedding_exists(func_definition): - embedding_content = self.extract_wiki_content(search_term) - if embedding_content: - self.add_embedding(embedding_content) - self.add_function({"definition": func_definition, "description": embedding_content}) + embedding_content = self.extract_wiki_content(func_description) + if not embedding_content: + embedding_content = func_description + self.add_embedding(embedding_content) + self.add_function({"definition": func_definition, "description": embedding_content}) else: console.log(f"[yellow] Embedding for url {url} exists.") @@ -266,8 +270,56 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedEmbedder() - url = "https://scib-metrics.readthedocs.io/en/latest/generated/scib_metrics.utils.pca.html" - rag.embedding_pipeline(url) + urls = [ + + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.calculate_qc_metrics.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.filter_cells.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.filter_genes.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.normalize_total.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.log1p.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.highly_variable_genes.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.regress_out.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.scale.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.pca.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.normalize_pearson_residuals.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.flag_gene_family.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.filter_highly_variable.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.harmony_integrate.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.scrublet.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.scrublet_simulate_doublets.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.neighbors.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.bbknn.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.umap.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.tsne.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.diffmap.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.draw_graph.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.mde.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.embedding_density.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.louvain.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.leiden.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.kmeans.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.score_genes.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.score_genes_cell_cycle.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.tl.rank_genes_groups_logreg.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.get.aggregate.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.get.anndata_to_GPU.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.get.anndata_to_CPU.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.get.X_to_GPU.html", + "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.get.X_to_CPU.html", + + # CellTypist + "https://celltypist.readthedocs.io/en/latest/celltypist.train.html", + "https://celltypist.readthedocs.io/en/latest/celltypist.annotate.html#celltypist.annotate", + "https://celltypist.readthedocs.io/en/latest/celltypist.dotplot.html", + "https://celltypist.readthedocs.io/en/latest/celltypist.models.download_models.html", + "https://celltypist.readthedocs.io/en/latest/celltypist.samples.downsample_adata.html", + "https://celltypist.readthedocs.io/en/latest/celltypist.classifier.AnnotationResult.html", + "https://celltypist.readthedocs.io/en/latest/celltypist.classifier.Classifier.html", + "https://celltypist.readthedocs.io/en/latest/celltypist.models.Model.html", + ] + + for url in urls: + rag.embedding_pipeline(url) print(rag.query("What is pca")) diff --git a/cli/extra_tools/embeddings.jsonl b/cli/extra_tools/embeddings.jsonl new file mode 100644 index 0000000..0ca8e24 --- /dev/null +++ b/cli/extra_tools/embeddings.jsonl @@ -0,0 +1,12 @@ +[-0.048366110771894455, -0.05995328351855278, -0.011149034835398197, -0.06425683200359344, 0.07730484008789062, 0.08523061126470566, 0.0009064067853614688, -0.005311320535838604, -0.057623591274023056, 0.008514978922903538, -0.037095531821250916, -0.048811063170433044, 0.06745459884405136, -0.010325788520276546, -0.05069378763437271, -0.0019460736075416207, -0.0032003906089812517, 0.005327054299414158, -0.05639992654323578, 0.017714083194732666, 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Calculates number of genes per cell (n_genes) and number of counts per cell (n_counts).\nLoosely based on calculate_qc_metrics from scanpy [Wolf et al. 2018]. Updatesobsandvarwith columns with qc data."} +{"definition": "rapids_singlecell.pp.filter_cells(data,*,min_counts=None,min_genes=None,max_counts=None,max_genes=None,inplace=True,verbose=True)", "description": "Grouping a set of objects by similarity Cluster analysis , or clustering , is a data analysis technique aimed at partitioning a set of objects into groups such that objects within the same group (called a cluster ) exhibit greater similarity to one another (in some specific sense defined by the analyst) than to those in other groups (clusters). It is a main task of exploratory data analysis , and a common technique for statistical data analysis , used in many fields, including pattern recognition , image analysis , information retrieval , bioinformatics , data compression , computer graphics and machine learning . Cluster analysis refers to a family of algorithms and tasks rather than one specific algorithm . It can be achieved by various algorithms that differ significantly in their understanding of what constitutes a cluster and how to efficiently find them. Popular notions of clusters include groups with small distances between cluster members, dense areas of the data space, intervals or particular statistical distributions ."} +{"definition": "rapids_singlecell.pp.filter_genes(data,*,min_counts=None,min_cells=None,max_counts=None,max_cells=None,inplace=True,verbose=True)", "description": "Medical condition Sickle cell disease ( SCD ), also simply called sickle cell , is a group of inherited haemoglobin-related blood disorders . The most common type is known as sickle cell anemia . Sickle cell anemia results in an abnormality in the oxygen-carrying protein haemoglobin found in red blood cells . This leads to the red blood cells adopting an abnormal sickle -like shape under certain circumstances; with this shape, they are unable to deform as they pass through capillaries , causing blockages. Problems in sickle cell disease typically begin around 5 to 6 months of age."} +{"definition": "rapids_singlecell.pp.normalize_total(adata,*,target_sum=None,layer=None,inplace=True,copy=False)", "description": "Normalizes rows in matrix so they sum totarget_sum."} +{"definition": "rapids_singlecell.pp.log1p(adata,*,layer=None,obsm=None,inplace=True,copy=False)", "description": "Calculated the natural logarithm of one plus the sparse matrix."} +{"definition": "rapids_singlecell.pp.highly_variable_genes(adata,*,layer=None,min_mean=0.0125,max_mean=3,min_disp=0.5,max_disp=inf,n_top_genes=None,flavor='seurat',n_bins=20,span=0.3,check_values=True,theta=100,clip=None,chunksize=1000,n_samples=10000,batch_key=None)", "description": "Annotate highly variable genes.\nExpects logarithmized data, except whenflavor='seurat_v3','seurat_v3_paper','pearson_residuals','poisson_gene_selection', in which count data is expected."} +{"definition": "rapids_singlecell.pp.regress_out(adata,keys,*,layer=None,inplace=True,batchsize=None,verbose=False)", "description": "Sequence of data points over time Not to be confused with Time (Film and TV) . In mathematics , a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Examples of time series are heights of ocean tides , counts of sunspots , and the daily closing value of the Dow Jones Industrial Average ."} +{"definition": "rapids_singlecell.pp.scale(adata,*,zero_center=True,max_value=None,copy=False,layer=None,obsm=None,mask_obs=None,inplace=True)", "description": "Machine learning technique In machine learning , attention is a method that determines the importance of each component in a sequence relative to the other components in that sequence. In natural language processing , importance is represented by \"soft\" weights assigned to each word in a sentence. More generally, attention encodes vectors called token embeddings across a fixed-width sequence that can range from tens to millions of tokens in size. Unlike \"hard\" weights, which are computed during the backwards training pass, \"soft\" weights exist only in the forward pass and therefore change with every step of the input. Earlier designs implemented the attention mechanism in a serial recurrent neural network (RNN) language translation system, but a more recent design, namely the transformer , removed the slower sequential RNN and relied more heavily on the faster parallel attention scheme."} +{"definition": "rapids_singlecell.pp.pca(adata,n_comps=None,*,layer=None,zero_center=True,svd_solver=None,random_state=0,mask_var=_empty,use_highly_variable=None,dtype='float32',chunked=False,chunk_size=None,key_added=None,copy=False)", "description": "Performs PCA using the cuml decomposition function."} +{"definition": "rapids_singlecell.pp.normalize_pearson_residuals(adata,*,theta=100,clip=None,check_values=True,layer=None,inplace=True)", "description": "Applies analytic Pearson residual normalization, based on Lause21.\nThe residuals are based on a negative binomial offset model with overdispersionthetashared across genes. By default, residuals are clipped tosqrt(n_obs)and overdispersiontheta=100is used."} +{"definition": "rapids_singlecell.pp.flag_gene_family(adata,*,gene_family_name,gene_family_prefix=None,gene_list=None)", "description": "Flags a gene or gene_family in .var with boolean. (e.g all mitochondrial genes).\nPlease only choose gene_family prefix or gene_list"} +{"definition": "rapids_singlecell.pp.filter_highly_variable(adata)", "description": "Filters theAnnDataobject for highly_variable genes. Run highly_varible_genes first."} From abe59605f215091704ec3bec55a68e4652b6a1eb Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 23 Aug 2025 00:58:58 -0700 Subject: [PATCH 109/113] embeddings and functions file created - however the search results from wikipedia are not accurate --- cli/extra_tools/RetrievalAugmentedEmbedder.py | 11 ++++-- cli/extra_tools/embeddings.jsonl | 34 ++++++++++++++++++- cli/extra_tools/functions.jsonl | 34 ++++++++++++++++++- 3 files changed, 74 insertions(+), 5 deletions(-) diff --git a/cli/extra_tools/RetrievalAugmentedEmbedder.py b/cli/extra_tools/RetrievalAugmentedEmbedder.py index 2cb04e5..36f73ab 100644 --- a/cli/extra_tools/RetrievalAugmentedEmbedder.py +++ b/cli/extra_tools/RetrievalAugmentedEmbedder.py @@ -138,7 +138,7 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: page_sentences = re.split(r'(?<=[.!?]) +', text) embedding_content = " ".join(page_sentences[:EMBEDDING_LEN]) - + return embedding_content @@ -161,9 +161,13 @@ def embedding_pipeline(self, url:str) -> None: return func_definition, func_description = result if not self.embedding_exists(func_definition): - embedding_content = self.extract_wiki_content(func_description) + #300 is the max length allowed for a wiki search + search_term = func_description if len(func_description) <=300 else func_definition.split("(")[0].split(".")[-1] + console.print(f"The search term is {search_term}") + embedding_content = self.extract_wiki_content(search_term) if not embedding_content: embedding_content = func_description + print(embedding_content) self.add_embedding(embedding_content) self.add_function({"definition": func_definition, "description": embedding_content}) else: @@ -271,7 +275,8 @@ def clear(self) -> None: if __name__ == "__main__": rag = RetrievalAugmentedEmbedder() urls = [ - + "https://docs.scvi-tools.org/en/stable/api/reference/scvi.model.SCVI.html", + "https://docs.scvi-tools.org/en/stable/api/reference/scvi.model.SCANVI.html", "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.calculate_qc_metrics.html", "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.filter_cells.html", "https://rapids-singlecell.readthedocs.io/en/latest/api/generated/rapids_singlecell.pp.filter_genes.html", diff --git a/cli/extra_tools/embeddings.jsonl b/cli/extra_tools/embeddings.jsonl index 0ca8e24..0725fc2 100644 --- a/cli/extra_tools/embeddings.jsonl +++ b/cli/extra_tools/embeddings.jsonl @@ -1,6 +1,8 @@ +[-0.05076559633016586, -0.017743822187185287, -0.010766139253973961, -0.0642252191901207, 0.03709191828966141, 0.06430036574602127, -0.04848451167345047, -0.015592277981340885, -0.043831270188093185, -0.028161345049738884, -0.018403153866529465, -0.08265302330255508, 0.01512408908456564, -0.010527383536100388, -0.04748714342713356, 0.027998873963952065, -0.07361259311437607, 0.035335149616003036, -0.051051437854766846, 0.0006929285009391606, 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"classscvi.model.SCVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,latent_distribution='normal',**kwargs)", "description": "single-cell Variational Inference[Lopezet al., 2018]."} +{"definition": "classscvi.model.SCANVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,linear_classifier=False,datamodule=None,**model_kwargs)", "description": "Single-cell annotation using variational inference[Xuet al., 2021]."} {"definition": "rapids_singlecell.pp.calculate_qc_metrics(adata,*,expr_type='counts',var_type='genes',qc_vars=None,log1p=True,layer=None)", "description": "Calculates basic qc Parameters. Calculates number of genes per cell (n_genes) and number of counts per cell (n_counts).\nLoosely based on calculate_qc_metrics from scanpy [Wolf et al. 2018]. Updatesobsandvarwith columns with qc data."} {"definition": "rapids_singlecell.pp.filter_cells(data,*,min_counts=None,min_genes=None,max_counts=None,max_genes=None,inplace=True,verbose=True)", "description": "Grouping a set of objects by similarity Cluster analysis , or clustering , is a data analysis technique aimed at partitioning a set of objects into groups such that objects within the same group (called a cluster ) exhibit greater similarity to one another (in some specific sense defined by the analyst) than to those in other groups (clusters). It is a main task of exploratory data analysis , and a common technique for statistical data analysis , used in many fields, including pattern recognition , image analysis , information retrieval , bioinformatics , data compression , computer graphics and machine learning . Cluster analysis refers to a family of algorithms and tasks rather than one specific algorithm . It can be achieved by various algorithms that differ significantly in their understanding of what constitutes a cluster and how to efficiently find them. Popular notions of clusters include groups with small distances between cluster members, dense areas of the data space, intervals or particular statistical distributions ."} -{"definition": "rapids_singlecell.pp.filter_genes(data,*,min_counts=None,min_cells=None,max_counts=None,max_cells=None,inplace=True,verbose=True)", "description": "Medical condition Sickle cell disease ( SCD ), also simply called sickle cell , is a group of inherited haemoglobin-related blood disorders . The most common type is known as sickle cell anemia . Sickle cell anemia results in an abnormality in the oxygen-carrying protein haemoglobin found in red blood cells . This leads to the red blood cells adopting an abnormal sickle -like shape under certain circumstances; with this shape, they are unable to deform as they pass through capillaries , causing blockages. Problems in sickle cell disease typically begin around 5 to 6 months of age."} +{"definition": "rapids_singlecell.pp.filter_genes(data,*,min_counts=None,min_cells=None,max_counts=None,max_cells=None,inplace=True,verbose=True)", "description": "Filter genes based on number of cells or counts."} {"definition": "rapids_singlecell.pp.normalize_total(adata,*,target_sum=None,layer=None,inplace=True,copy=False)", "description": "Normalizes rows in matrix so they sum totarget_sum."} {"definition": "rapids_singlecell.pp.log1p(adata,*,layer=None,obsm=None,inplace=True,copy=False)", "description": "Calculated the natural logarithm of one plus the sparse matrix."} {"definition": "rapids_singlecell.pp.highly_variable_genes(adata,*,layer=None,min_mean=0.0125,max_mean=3,min_disp=0.5,max_disp=inf,n_top_genes=None,flavor='seurat',n_bins=20,span=0.3,check_values=True,theta=100,clip=None,chunksize=1000,n_samples=10000,batch_key=None)", "description": "Annotate highly variable genes.\nExpects logarithmized data, except whenflavor='seurat_v3','seurat_v3_paper','pearson_residuals','poisson_gene_selection', in which count data is expected."} @@ -10,3 +12,33 @@ {"definition": "rapids_singlecell.pp.normalize_pearson_residuals(adata,*,theta=100,clip=None,check_values=True,layer=None,inplace=True)", "description": "Applies analytic Pearson residual normalization, based on Lause21.\nThe residuals are based on a negative binomial offset model with overdispersionthetashared across genes. By default, residuals are clipped tosqrt(n_obs)and overdispersiontheta=100is used."} {"definition": "rapids_singlecell.pp.flag_gene_family(adata,*,gene_family_name,gene_family_prefix=None,gene_list=None)", "description": "Flags a gene or gene_family in .var with boolean. (e.g all mitochondrial genes).\nPlease only choose gene_family prefix or gene_list"} {"definition": "rapids_singlecell.pp.filter_highly_variable(adata)", "description": "Filters theAnnDataobject for highly_variable genes. Run highly_varible_genes first."} +{"definition": "rapids_singlecell.pp.harmony_integrate(adata,key,*,basis='X_pca',adjusted_basis='X_pca_harmony',dtype=,correction_method='original',use_gemm=False,colsum_algo=None,**kwargs)", "description": "Aspect of music For other uses, see Harmony (disambiguation) . \"Disharmony\" redirects here. For the episode of Angel , see Disharmony ( Angel ) . In music , harmony is the concept of combining different sounds in order to create new, distinct musical ideas. Theories of harmony seek to describe or explain the effects created by distinct pitches or tones coinciding with one another; harmonic objects such as chords , textures and tonalities are identified, defined, and categorized in the development of these theories."} +{"definition": "rapids_singlecell.pp.scrublet(adata,adata_sim=None,*,batch_key=None,sim_doublet_ratio=2.0,expected_doublet_rate=0.05,stdev_doublet_rate=0.02,synthetic_doublet_umi_subsampling=1.0,knn_dist_metric='euclidean',normalize_variance=True,log_transform=False,mean_center=True,n_prin_comps=30,use_approx_neighbors=True,get_doublet_neighbor_parents=False,n_neighbors=None,threshold=None,verbose=True,copy=False,random_state=0)", "description": "Predict doublets using Scrublet."} +{"definition": "rapids_singlecell.pp.scrublet_simulate_doublets(adata,*,layer=None,sim_doublet_ratio=2.0,synthetic_doublet_umi_subsampling=1.0,random_seed=0)", "description": "Simulate doublets by adding the counts of random observed transcriptome pairs."} +{"definition": "rapids_singlecell.pp.neighbors(adata,n_neighbors=15,n_pcs=None,*,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),key_added=None,copy=False)", "description": "Compute a neighborhood graph of observations with cuml."} +{"definition": "rapids_singlecell.pp.bbknn(adata,neighbors_within_batch=3,n_pcs=None,*,batch_key=None,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),trim=None,key_added=None,copy=False)", "description": "Batch balanced KNN, altering the KNN procedure to identify each cell\u2019s top neighbours in\neach batch separately instead of the entire cell pool with no accounting for batch.\nThe nearest neighbours for each batch are then merged to create a final list of\nneighbours for the cell."} +{"definition": "rapids_singlecell.tl.umap(adata,*,min_dist=0.5,spread=1.0,n_components=2,maxiter=None,alpha=1.0,negative_sample_rate=5,init_pos='auto',random_state=0,a=None,b=None,key_added=None,neighbors_key=None,copy=False)", "description": "Embed the neighborhood graph using UMAP\u2019s cuml implementation."} +{"definition": "rapids_singlecell.tl.tsne(adata,n_pcs=None,*,use_rep=None,perplexity=30,early_exaggeration=12,learning_rate=200,method='barnes_hut',metric='euclidean',key_added=None,copy=False)", "description": "Performs t-distributed stochastic neighborhood embedding (tSNE) using cuml library."} +{"definition": "rapids_singlecell.tl.diffmap(adata,n_comps=15,*,neighbors_key=None,sort='decrease',density_normalize=True)", "description": "Method of utilizing water in magnetic resonance imaging Medical diagnostic method Diffusion-weighted magnetic resonance imaging ( DWI or DW-MRI ) is the use of specific MRI sequences as well as software that generates images from the resulting data that uses the diffusion of water molecules to generate contrast in MR images. It allows the mapping of the diffusion process of molecules, mainly water, in biological tissues , in vivo and non-invasively. Molecular diffusion in tissues is not random, but reflects interactions with many obstacles, such as macromolecules , fibers, and membranes . Water molecule diffusion patterns can therefore reveal microscopic details about tissue architecture, either normal or in a diseased state. A special kind of DWI, diffusion tensor imaging ( DTI ), has been used extensively to map white matter tractography in the brain."} +{"definition": "rapids_singlecell.tl.draw_graph(adata,*,init_pos=None,max_iter=500)", "description": "Force-directed graph drawing with cugraph\u2019s implementation of Force Atlas 2.\nThis is a reimplementation of scanpys function for GPU compute."} +{"definition": "rapids_singlecell.tl.mde(adata,*,device=None,n_neighbors=15,n_pcs=None,use_rep=None,**kwargs)", "description": "Util to runpymde.preserve_neighbors()for visualization of single cell embeddings."} +{"definition": "rapids_singlecell.tl.embedding_density(adata,basis='umap',*,groupby=None,key_added=None,batchsize=10000,components=None)", "description": "The density matrix embedding theory (DMET) is a numerical technique to solve strongly correlated electronic structure problems. By mapping the system to a fragment plus its entangled quantum bath, the local electron correlation effects on the fragment can be accurately modeled by a post-Hartree\u2013Fock solver. This method has shown high-quality results in 1D- and 2D- Hubbard models , and in chemical model systems incorporating the fully interacting electronic Hamiltonian, including long-range interactions. The basis of DMET is the Schmidt decomposition for quantum states, which shows that a given quantum many-body state, with macroscopically many degrees of freedom, K, can be represented exactly by an Impurity model consisting of 2N degrees of freedom for N<,copy=False)", "description": "Class of chemical substance Metal\u2013organic frameworks ( MOFs ) are a class of porous polymers consisting of metal clusters (also known as Secondary Building Units - SBUs) coordinated to organic ligands to form one-, two- or three-dimensional structures. The organic ligands included are sometimes referred to as \"struts\" or \"linkers\", one example being 1,4-benzenedicarboxylic acid (H 2 bdc). MOFs are classified as reticular materials . More formally, a metal\u2013organic framework is a potentially porous extended structure made from metal ions and organic linkers. An extended structure is a structure whose sub-units occur in a constant ratio and are arranged in a repeating pattern."} +{"definition": "rapids_singlecell.tl.leiden(adata,resolution=1.0,*,random_state=0,theta=1.0,restrict_to=None,key_added='leiden',adjacency=None,n_iterations=100,use_weights=True,neighbors_key=None,obsp=None,dtype=,copy=False)", "description": "Performs Leiden clustering using cuGraph, which implements the method\ndescribed in:"} +{"definition": "rapids_singlecell.tl.kmeans(adata,n_clusters=8,n_pcs=50,*,use_rep='X_pca',n_init=1,random_state=42,key_added='kmeans',copy=False,**kwargs)", "description": "KMeans is a basic but powerful clustering method which is optimized via Expectation Maximization. It randomly selects K data points in X, and computes which samples are close to these points. For every cluster of points, a mean is computed (hence the name), and this becomes the new centroid."} +{"definition": "rapids_singlecell.tl.score_genes(adata,gene_list,*,ctrl_as_ref=True,ctrl_size=50,gene_pool=None,n_bins=25,score_name='score',random_state=0,copy=False,use_raw=None,layer=None)", "description": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} +{"definition": "rapids_singlecell.tl.score_genes_cell_cycle(adata,*,s_genes,g2m_genes,copy=False,**kwargs)", "description": "Medical condition ZTTK syndrome (Zhu-Tokita-Takenouchi-Kim syndrome) is a rare multisystem disease caused in humans by a genetic mutation of the SON gene . Common symptoms include developmental delay and often light to severe intellectual disability . Characteristic abnormalities include cerebral cortex malformations, vision difficulties, musculoskeletal abnormalities and congenital defects . Individuals with a mutation in the SON gene may not all display these features. However, SON loss of function (LoF) variants appear to cause a clinically distinguished phenotype."} +{"definition": "rapids_singlecell.tl.rank_genes_groups_logreg(adata,groupby,*,groups='all',use_raw=None,reference='rest',n_genes=None,layer=None,**kwds)", "description": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} +{"definition": "rapids_singlecell.get.aggregate(adata,by,func,*,axis=None,mask=None,dof=1,layer=None,obsm=None,varm=None,return_sparse=False,**kwargs)", "description": "Data visualization technique \"Colormap\" redirects here. For indexed palettes, see Indexed color . A heat map (or heatmap ) is a 2-dimensional data visualization technique that represents the magnitude of individual values within a dataset as a color. The variation in color may be by hue or intensity . In some applications such as crime analytics or website click-tracking, color is used to represent the density of data points rather than a value associated with each point."} +{"definition": "rapids_singlecell.get.anndata_to_GPU(adata,layer=None,convert_all=False,copy=False)", "description": "Use of a GPU for computations typically assigned to CPUs General-purpose computing on graphics processing units ( GPGPU , or less often GPGP ) is the use of a graphics processing unit (GPU), which typically handles computation only for computer graphics , to perform computation in applications traditionally handled by the central processing unit (CPU). The use of multiple video cards in one computer, or large numbers of graphics chips, further parallelizes the already parallel nature of graphics processing. Essentially, a GPGPU pipeline is a kind of parallel processing between one or more GPUs and CPUs, with special accelerated instructions for processing image or other graphic forms of data. While GPUs operate at lower frequencies, they typically have many times the number of Processing elements . Thus, GPUs can process far more pictures and other graphical data per second than a traditional CPU."} +{"definition": "rapids_singlecell.get.anndata_to_CPU(adata,layer=None,convert_all=False,copy=False)", "description": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"definition": "rapids_singlecell.get.X_to_GPU(X,warning='X')", "description": "Use of a GPU for computations typically assigned to CPUs General-purpose computing on graphics processing units ( GPGPU , or less often GPGP ) is the use of a graphics processing unit (GPU), which typically handles computation only for computer graphics , to perform computation in applications traditionally handled by the central processing unit (CPU). The use of multiple video cards in one computer, or large numbers of graphics chips, further parallelizes the already parallel nature of graphics processing. Essentially, a GPGPU pipeline is a kind of parallel processing between one or more GPUs and CPUs, with special accelerated instructions for processing image or other graphic forms of data. While GPUs operate at lower frequencies, they typically have many times the number of Processing elements . Thus, GPUs can process far more pictures and other graphical data per second than a traditional CPU."} +{"definition": "rapids_singlecell.get.X_to_CPU(X)", "description": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"definition": "celltypist.train(X=None,labels:str|list|tuple|ndarray|Series|Index|None=None,genes:str|list|tuple|ndarray|Series|Index|None=None,transpose_input:bool=False,with_mean:bool=True,check_expression:bool=True,C:float=1.0,solver:str|None=None,max_iter:int|None=None,n_jobs:int|None=None,use_SGD:bool=False,alpha:float=0.0001,use_GPU:bool=False,mini_batch:bool=False,batch_number:int=100,batch_size:int=1000,epochs:int=10,balance_cell_type:bool=False,feature_selection:bool=False,top_genes:int=300,date:str='',details:str='',url:str='',source:str='',version:str='',**kwargs)\u2192Model[source]\uf0c1", "description": "Train a celltypist model using mini-batch (optional) logistic classifier with a global solver or stochastic gradient descent (SGD) learning."} +{"definition": "celltypist.annotate(filename:AnnData|str='',model:str|Model|None=None,transpose_input:bool=False,gene_file:str|None=None,cell_file:str|None=None,mode:str='bestmatch',p_thres:float=0.5,majority_voting:bool=False,over_clustering:str|list|tuple|ndarray|Series|Index|None=None,use_GPU:bool=False,min_prop:float=0)\u2192AnnotationResult[source]\uf0c1", "description": "Sourcing services or funds from a group \"Crowd work\" redirects here. For the performing arts term, see audience participation . Crowdsourcing involves a large group of dispersed participants contributing or producing goods or services \u2014including ideas, votes , micro-tasks , and finances\u2014for payment or as volunteers. Contemporary crowdsourcing often involves digital platforms to attract and divide work between participants to achieve a cumulative result. Crowdsourcing is not limited to online activity, however, and there are various historical examples of crowdsourcing."} +{"definition": "celltypist.dotplot(predictions:AnnotationResult,use_as_reference:str|list|tuple|ndarray|Series|Index,use_as_prediction:str='majority_voting',prediction_order:str|list|tuple|ndarray|Series|Index|None=None,reference_order:str|list|tuple|ndarray|Series|Index|None=None,filter_prediction:float=0.0,cmap:str='RdBu_r',vmin:float|None=0.0,vmax:float|None=1.0,colorbar_title:str|None='Meanprobability',dot_min:float|None=0.0,dot_max:float|None=1.0,smallest_dot:float|None=0.0,size_title:str|None='Fractionofcells(%)',swap_axes:bool|None=False,title:str|None='CellTypistlabeltransfer',figsize:tuple|None=None,show:bool|None=None,save:str|bool|None=None,ax:_AxesSubplot|None=None,return_fig:bool|None=False,**kwds)\u2192DotPlot|dict|None[source]\uf0c1", "description": "Generate a dot plot showing CellTypist label transfer. This is a wrapper around thescanpy.pl.DotPlotwith selected parameters and customized defaults."} +{"definition": "celltypist.models.download_models(force_update:bool=False,model:str|list|tuple|None=None)\u2192None[source]\uf0c1", "description": "Large language model by Meta AI Not to be confused with LaMDA . Llama ( Large Language Model Meta AI ) is a family of large language models (LLMs) released by Meta AI starting in February 2023. The latest version is Llama 4, released in April 2025. Llama models come in different sizes, ranging from 1 billion to 2 trillion parameters. Initially only a foundation model , starting with Llama 2, Meta AI released instruction fine-tuned versions alongside foundation models."} +{"definition": "celltypist.samples.downsample_adata(adata:AnnData,mode:str='total',n_cells:int|None=None,by:str|None=None,balance_cell_type:bool=False,random_state:int=0,return_index:bool=True)\u2192AnnData|ndarray[source]\uf0c1", "description": "Type of artificial neural network A convolutional neural network ( CNN ) is a type of feedforward neural network that learns features via filter (or kernel ) optimization. This type of deep learning network has been applied to process and make predictions from many different types of data including text, images and audio. Convolution-based networks are the de-facto standard in deep learning -based approaches to computer vision and image processing, and have only recently been replaced\u2014in some cases\u2014by newer deep learning architectures such as the transformer . Vanishing gradients and exploding gradients, seen during backpropagation in earlier neural networks, are prevented by the regularization that comes from using shared weights over fewer connections. For example, for each neuron in the fully-connected layer, 10,000 weights would be required for processing an image sized 100 \u00d7 100 pixels."} +{"definition": "classcelltypist.classifier.AnnotationResult(labels:DataFrame,decision_mat:DataFrame,prob_mat:DataFrame,adata:AnnData)[source]\uf0c1", "description": "Buddhist term for the six senses In Buddhism , \u0101yatana ( P\u0101li ; Sanskrit : \u0906\u092f\u0924\u0928) is a \"center of experience\" or \"mental home,\" which create one's experience. The term (P\u0101li; Skt. ) refers to six cognitive functions, namely sight, hearing, smelling, tasting, body-cognition, and mind-cognition. \u0100yatana may refer to both ordinary experience and the chain of processes leading to bondage, as to awakened experience centered in detachment and meditative accomplishment. The Buddhist path aims to relocate one from the ordinary, sensual centers of experience to the \"mental home\" of the purified, liberated awareness of the jhanas."} +{"definition": "classcelltypist.classifier.Classifier(filename:AnnData|str='',model:Model|str='',transpose:bool=False,gene_file:str|None=None,cell_file:str|None=None)[source]\uf0c1", "description": "Buddhist term for the six senses In Buddhism , \u0101yatana ( P\u0101li ; Sanskrit : \u0906\u092f\u0924\u0928) is a \"center of experience\" or \"mental home,\" which create one's experience. The term (P\u0101li; Skt. ) refers to six cognitive functions, namely sight, hearing, smelling, tasting, body-cognition, and mind-cognition. \u0100yatana may refer to both ordinary experience and the chain of processes leading to bondage, as to awakened experience centered in detachment and meditative accomplishment. The Buddhist path aims to relocate one from the ordinary, sensual centers of experience to the \"mental home\" of the purified, liberated awareness of the jhanas."} +{"definition": "classcelltypist.models.Model(clf,scaler,description)[source]\uf0c1", "description": "Bases:object"} From 559dcd889326dac99f8eb8b8a5bfc84202ff465a Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 23 Aug 2025 01:09:19 -0700 Subject: [PATCH 110/113] fixed embedding file structure --- cli/extra_tools/RetrievalAugmentedEmbedder.py | 10 +++++----- cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py | 6 +++--- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/cli/extra_tools/RetrievalAugmentedEmbedder.py b/cli/extra_tools/RetrievalAugmentedEmbedder.py index 36f73ab..07f2cd3 100644 --- a/cli/extra_tools/RetrievalAugmentedEmbedder.py +++ b/cli/extra_tools/RetrievalAugmentedEmbedder.py @@ -150,8 +150,8 @@ def embedding_exists(self, func_name:str) -> bool: def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: - if name in function["definition"]: - return function["definition"] + if name in function["signature"]: + return function["signature"] return None @@ -169,7 +169,7 @@ def embedding_pipeline(self, url:str) -> None: embedding_content = func_description print(embedding_content) self.add_embedding(embedding_content) - self.add_function({"definition": func_definition, "description": embedding_content}) + self.add_function({"signature": func_definition, "embedding": embedding_content}) else: console.log(f"[yellow] Embedding for url {url} exists.") @@ -187,7 +187,7 @@ def query(self, text_query: str) -> Optional[np.ndarray]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.functions[idx]["description"] + return self.functions[idx]["embedding"] def umap_plot(self) -> None: if not self.embeddings or not self.queries: @@ -214,7 +214,7 @@ def umap_plot(self) -> None: label="Queries", color="red", marker="x", s=100) for i, (x, y) in enumerate(umap_embeddings[:len(self.embeddings)]): - plt.annotate(self.functions[i]["definition"], (x, y), textcoords="offset points", xytext=(0, 5), + plt.annotate(self.functions[i]["signature"], (x, y), textcoords="offset points", xytext=(0, 5), ha='center', fontsize=8, color='blue') for i, (x, y) in enumerate(umap_embeddings[len(self.embeddings):]): diff --git a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py index a3e436d..10f7765 100644 --- a/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py +++ b/cli/olaf/src/olaf/rag/RetrievalAugmentedGeneration.py @@ -63,8 +63,8 @@ def cosine_similarity(A: np.ndarray, B: List[np.ndarray]) -> List[float]: def retrieve_function(self, name:str) -> Optional[str]: for function in self.functions: - if name in function["definition"]: - return function["definition"] + if name in function["signature"]: + return function["signature"] return None def query(self, text_query: str) -> Optional[np.ndarray]: @@ -75,7 +75,7 @@ def query(self, text_query: str) -> Optional[np.ndarray]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) - return self.functions[idx]["definition"] + return self.functions[idx]["signature"] # ──────Implementation────────────────────────────────────────────────────────── From ceda6933bb905673bdf99584a30888aa1f419789 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 23 Aug 2025 01:10:35 -0700 Subject: [PATCH 111/113] need to fix wikipedia --- cli/extra_tools/RetrievalAugmentedEmbedder.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cli/extra_tools/RetrievalAugmentedEmbedder.py b/cli/extra_tools/RetrievalAugmentedEmbedder.py index 07f2cd3..b9d117d 100644 --- a/cli/extra_tools/RetrievalAugmentedEmbedder.py +++ b/cli/extra_tools/RetrievalAugmentedEmbedder.py @@ -144,7 +144,7 @@ def extract_wiki_content(self, search_term:str) -> Optional[str]: def embedding_exists(self, func_name:str) -> bool: for function in self.functions: - if func_name in function["definition"]: + if func_name in function["signature"]: return True return False From 88dcc3560b4f1554eb0ab6f124204c33857dd837 Mon Sep 17 00:00:00 2001 From: Varshini Vijay Date: Sat, 23 Aug 2025 01:23:24 -0700 Subject: [PATCH 112/113] restructured embeddings.jsonl to signature and embedding + added in query relevance --- cli/extra_tools/RetrievalAugmentedEmbedder.py | 3 + cli/extra_tools/embeddings.jsonl | 10 +-- cli/extra_tools/functions.jsonl | 88 +++++++++---------- 3 files changed, 52 insertions(+), 49 deletions(-) diff --git a/cli/extra_tools/RetrievalAugmentedEmbedder.py b/cli/extra_tools/RetrievalAugmentedEmbedder.py index b9d117d..c9df821 100644 --- a/cli/extra_tools/RetrievalAugmentedEmbedder.py +++ b/cli/extra_tools/RetrievalAugmentedEmbedder.py @@ -187,6 +187,9 @@ def query(self, text_query: str) -> Optional[np.ndarray]: query_embedding = self.model.encode([text_query])[0] sims = self.cosine_similarity(query_embedding, self.embeddings) idx = np.argmax(sims) + if sims[idx] < 0.6: # tweak threshold + console.log("[yellow]No sufficiently relevant embedding found.") + return None return self.functions[idx]["embedding"] def umap_plot(self) -> None: diff --git a/cli/extra_tools/embeddings.jsonl b/cli/extra_tools/embeddings.jsonl index 0725fc2..faa609c 100644 --- a/cli/extra_tools/embeddings.jsonl +++ b/cli/extra_tools/embeddings.jsonl @@ -2,7 +2,7 @@ [-0.04681595042347908, -0.03634246066212654, -0.012927993200719357, -0.06718400120735168, 0.053231287747621536, 0.0541020929813385, -0.04321187362074852, 0.015753356739878654, -0.02991657517850399, -0.030026761814951897, -0.011402326636016369, -0.09601762145757675, 0.0473158061504364, -0.012443402782082558, -0.05357249081134796, 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-0.03272765129804611, 0.024017764255404472, 0.05494334176182747, 0.014873114414513111, 0.03917546197772026, -0.0034060277976095676, 0.021529989317059517, 0.015910495072603226, -0.013859966769814491, 0.03117433562874794, -0.024973008781671524, 0.024109959602355957, -0.008222036063671112, 0.004825471434742212, 0.04256923496723175, 0.011137579567730427, -0.012203816324472427, 0.005751479882746935, 0.024586793035268784, -0.04519150033593178, 0.017246967181563377, 0.000500054273288697, -0.030752766877412796, 0.02115262858569622, -0.02166866324841976, 0.007374381180852652, 0.011161809787154198, -0.010503510013222694, -0.01714029349386692, -0.0001808075758162886, 0.00036966626066714525, -0.0013923771912232041, 0.003980737645179033, 0.026681004092097282, 0.0056055388413369656] diff --git a/cli/extra_tools/functions.jsonl b/cli/extra_tools/functions.jsonl index e434e85..89762f6 100644 --- a/cli/extra_tools/functions.jsonl +++ b/cli/extra_tools/functions.jsonl @@ -1,44 +1,44 @@ -{"definition": "classscvi.model.SCVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,latent_distribution='normal',**kwargs)", "description": "single-cell Variational Inference[Lopezet al., 2018]."} -{"definition": "classscvi.model.SCANVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,linear_classifier=False,datamodule=None,**model_kwargs)", "description": "Single-cell annotation using variational inference[Xuet al., 2021]."} -{"definition": "rapids_singlecell.pp.calculate_qc_metrics(adata,*,expr_type='counts',var_type='genes',qc_vars=None,log1p=True,layer=None)", "description": "Calculates basic qc Parameters. Calculates number of genes per cell (n_genes) and number of counts per cell (n_counts).\nLoosely based on calculate_qc_metrics from scanpy [Wolf et al. 2018]. Updatesobsandvarwith columns with qc data."} -{"definition": "rapids_singlecell.pp.filter_cells(data,*,min_counts=None,min_genes=None,max_counts=None,max_genes=None,inplace=True,verbose=True)", "description": "Grouping a set of objects by similarity Cluster analysis , or clustering , is a data analysis technique aimed at partitioning a set of objects into groups such that objects within the same group (called a cluster ) exhibit greater similarity to one another (in some specific sense defined by the analyst) than to those in other groups (clusters). It is a main task of exploratory data analysis , and a common technique for statistical data analysis , used in many fields, including pattern recognition , image analysis , information retrieval , bioinformatics , data compression , computer graphics and machine learning . Cluster analysis refers to a family of algorithms and tasks rather than one specific algorithm . It can be achieved by various algorithms that differ significantly in their understanding of what constitutes a cluster and how to efficiently find them. Popular notions of clusters include groups with small distances between cluster members, dense areas of the data space, intervals or particular statistical distributions ."} -{"definition": "rapids_singlecell.pp.filter_genes(data,*,min_counts=None,min_cells=None,max_counts=None,max_cells=None,inplace=True,verbose=True)", "description": "Filter genes based on number of cells or counts."} -{"definition": "rapids_singlecell.pp.normalize_total(adata,*,target_sum=None,layer=None,inplace=True,copy=False)", "description": "Normalizes rows in matrix so they sum totarget_sum."} -{"definition": "rapids_singlecell.pp.log1p(adata,*,layer=None,obsm=None,inplace=True,copy=False)", "description": "Calculated the natural logarithm of one plus the sparse matrix."} -{"definition": "rapids_singlecell.pp.highly_variable_genes(adata,*,layer=None,min_mean=0.0125,max_mean=3,min_disp=0.5,max_disp=inf,n_top_genes=None,flavor='seurat',n_bins=20,span=0.3,check_values=True,theta=100,clip=None,chunksize=1000,n_samples=10000,batch_key=None)", "description": "Annotate highly variable genes.\nExpects logarithmized data, except whenflavor='seurat_v3','seurat_v3_paper','pearson_residuals','poisson_gene_selection', in which count data is expected."} -{"definition": "rapids_singlecell.pp.regress_out(adata,keys,*,layer=None,inplace=True,batchsize=None,verbose=False)", "description": "Sequence of data points over time Not to be confused with Time (Film and TV) . In mathematics , a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Examples of time series are heights of ocean tides , counts of sunspots , and the daily closing value of the Dow Jones Industrial Average ."} -{"definition": "rapids_singlecell.pp.scale(adata,*,zero_center=True,max_value=None,copy=False,layer=None,obsm=None,mask_obs=None,inplace=True)", "description": "Machine learning technique In machine learning , attention is a method that determines the importance of each component in a sequence relative to the other components in that sequence. In natural language processing , importance is represented by \"soft\" weights assigned to each word in a sentence. More generally, attention encodes vectors called token embeddings across a fixed-width sequence that can range from tens to millions of tokens in size. Unlike \"hard\" weights, which are computed during the backwards training pass, \"soft\" weights exist only in the forward pass and therefore change with every step of the input. Earlier designs implemented the attention mechanism in a serial recurrent neural network (RNN) language translation system, but a more recent design, namely the transformer , removed the slower sequential RNN and relied more heavily on the faster parallel attention scheme."} -{"definition": "rapids_singlecell.pp.pca(adata,n_comps=None,*,layer=None,zero_center=True,svd_solver=None,random_state=0,mask_var=_empty,use_highly_variable=None,dtype='float32',chunked=False,chunk_size=None,key_added=None,copy=False)", "description": "Performs PCA using the cuml decomposition function."} -{"definition": "rapids_singlecell.pp.normalize_pearson_residuals(adata,*,theta=100,clip=None,check_values=True,layer=None,inplace=True)", "description": "Applies analytic Pearson residual normalization, based on Lause21.\nThe residuals are based on a negative binomial offset model with overdispersionthetashared across genes. By default, residuals are clipped tosqrt(n_obs)and overdispersiontheta=100is used."} -{"definition": "rapids_singlecell.pp.flag_gene_family(adata,*,gene_family_name,gene_family_prefix=None,gene_list=None)", "description": "Flags a gene or gene_family in .var with boolean. (e.g all mitochondrial genes).\nPlease only choose gene_family prefix or gene_list"} -{"definition": "rapids_singlecell.pp.filter_highly_variable(adata)", "description": "Filters theAnnDataobject for highly_variable genes. Run highly_varible_genes first."} -{"definition": "rapids_singlecell.pp.harmony_integrate(adata,key,*,basis='X_pca',adjusted_basis='X_pca_harmony',dtype=,correction_method='original',use_gemm=False,colsum_algo=None,**kwargs)", "description": "Aspect of music For other uses, see Harmony (disambiguation) . \"Disharmony\" redirects here. For the episode of Angel , see Disharmony ( Angel ) . In music , harmony is the concept of combining different sounds in order to create new, distinct musical ideas. Theories of harmony seek to describe or explain the effects created by distinct pitches or tones coinciding with one another; harmonic objects such as chords , textures and tonalities are identified, defined, and categorized in the development of these theories."} -{"definition": "rapids_singlecell.pp.scrublet(adata,adata_sim=None,*,batch_key=None,sim_doublet_ratio=2.0,expected_doublet_rate=0.05,stdev_doublet_rate=0.02,synthetic_doublet_umi_subsampling=1.0,knn_dist_metric='euclidean',normalize_variance=True,log_transform=False,mean_center=True,n_prin_comps=30,use_approx_neighbors=True,get_doublet_neighbor_parents=False,n_neighbors=None,threshold=None,verbose=True,copy=False,random_state=0)", "description": "Predict doublets using Scrublet."} -{"definition": "rapids_singlecell.pp.scrublet_simulate_doublets(adata,*,layer=None,sim_doublet_ratio=2.0,synthetic_doublet_umi_subsampling=1.0,random_seed=0)", "description": "Simulate doublets by adding the counts of random observed transcriptome pairs."} -{"definition": "rapids_singlecell.pp.neighbors(adata,n_neighbors=15,n_pcs=None,*,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),key_added=None,copy=False)", "description": "Compute a neighborhood graph of observations with cuml."} -{"definition": "rapids_singlecell.pp.bbknn(adata,neighbors_within_batch=3,n_pcs=None,*,batch_key=None,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),trim=None,key_added=None,copy=False)", "description": "Batch balanced KNN, altering the KNN procedure to identify each cell\u2019s top neighbours in\neach batch separately instead of the entire cell pool with no accounting for batch.\nThe nearest neighbours for each batch are then merged to create a final list of\nneighbours for the cell."} -{"definition": "rapids_singlecell.tl.umap(adata,*,min_dist=0.5,spread=1.0,n_components=2,maxiter=None,alpha=1.0,negative_sample_rate=5,init_pos='auto',random_state=0,a=None,b=None,key_added=None,neighbors_key=None,copy=False)", "description": "Embed the neighborhood graph using UMAP\u2019s cuml implementation."} -{"definition": "rapids_singlecell.tl.tsne(adata,n_pcs=None,*,use_rep=None,perplexity=30,early_exaggeration=12,learning_rate=200,method='barnes_hut',metric='euclidean',key_added=None,copy=False)", "description": "Performs t-distributed stochastic neighborhood embedding (tSNE) using cuml library."} -{"definition": "rapids_singlecell.tl.diffmap(adata,n_comps=15,*,neighbors_key=None,sort='decrease',density_normalize=True)", "description": "Method of utilizing water in magnetic resonance imaging Medical diagnostic method Diffusion-weighted magnetic resonance imaging ( DWI or DW-MRI ) is the use of specific MRI sequences as well as software that generates images from the resulting data that uses the diffusion of water molecules to generate contrast in MR images. It allows the mapping of the diffusion process of molecules, mainly water, in biological tissues , in vivo and non-invasively. Molecular diffusion in tissues is not random, but reflects interactions with many obstacles, such as macromolecules , fibers, and membranes . Water molecule diffusion patterns can therefore reveal microscopic details about tissue architecture, either normal or in a diseased state. A special kind of DWI, diffusion tensor imaging ( DTI ), has been used extensively to map white matter tractography in the brain."} -{"definition": "rapids_singlecell.tl.draw_graph(adata,*,init_pos=None,max_iter=500)", "description": "Force-directed graph drawing with cugraph\u2019s implementation of Force Atlas 2.\nThis is a reimplementation of scanpys function for GPU compute."} -{"definition": "rapids_singlecell.tl.mde(adata,*,device=None,n_neighbors=15,n_pcs=None,use_rep=None,**kwargs)", "description": "Util to runpymde.preserve_neighbors()for visualization of single cell embeddings."} -{"definition": "rapids_singlecell.tl.embedding_density(adata,basis='umap',*,groupby=None,key_added=None,batchsize=10000,components=None)", "description": "The density matrix embedding theory (DMET) is a numerical technique to solve strongly correlated electronic structure problems. By mapping the system to a fragment plus its entangled quantum bath, the local electron correlation effects on the fragment can be accurately modeled by a post-Hartree\u2013Fock solver. This method has shown high-quality results in 1D- and 2D- Hubbard models , and in chemical model systems incorporating the fully interacting electronic Hamiltonian, including long-range interactions. The basis of DMET is the Schmidt decomposition for quantum states, which shows that a given quantum many-body state, with macroscopically many degrees of freedom, K, can be represented exactly by an Impurity model consisting of 2N degrees of freedom for N<,copy=False)", "description": "Class of chemical substance Metal\u2013organic frameworks ( MOFs ) are a class of porous polymers consisting of metal clusters (also known as Secondary Building Units - SBUs) coordinated to organic ligands to form one-, two- or three-dimensional structures. The organic ligands included are sometimes referred to as \"struts\" or \"linkers\", one example being 1,4-benzenedicarboxylic acid (H 2 bdc). MOFs are classified as reticular materials . More formally, a metal\u2013organic framework is a potentially porous extended structure made from metal ions and organic linkers. An extended structure is a structure whose sub-units occur in a constant ratio and are arranged in a repeating pattern."} -{"definition": "rapids_singlecell.tl.leiden(adata,resolution=1.0,*,random_state=0,theta=1.0,restrict_to=None,key_added='leiden',adjacency=None,n_iterations=100,use_weights=True,neighbors_key=None,obsp=None,dtype=,copy=False)", "description": "Performs Leiden clustering using cuGraph, which implements the method\ndescribed in:"} -{"definition": "rapids_singlecell.tl.kmeans(adata,n_clusters=8,n_pcs=50,*,use_rep='X_pca',n_init=1,random_state=42,key_added='kmeans',copy=False,**kwargs)", "description": "KMeans is a basic but powerful clustering method which is optimized via Expectation Maximization. It randomly selects K data points in X, and computes which samples are close to these points. For every cluster of points, a mean is computed (hence the name), and this becomes the new centroid."} -{"definition": "rapids_singlecell.tl.score_genes(adata,gene_list,*,ctrl_as_ref=True,ctrl_size=50,gene_pool=None,n_bins=25,score_name='score',random_state=0,copy=False,use_raw=None,layer=None)", "description": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} -{"definition": "rapids_singlecell.tl.score_genes_cell_cycle(adata,*,s_genes,g2m_genes,copy=False,**kwargs)", "description": "Medical condition ZTTK syndrome (Zhu-Tokita-Takenouchi-Kim syndrome) is a rare multisystem disease caused in humans by a genetic mutation of the SON gene . Common symptoms include developmental delay and often light to severe intellectual disability . Characteristic abnormalities include cerebral cortex malformations, vision difficulties, musculoskeletal abnormalities and congenital defects . Individuals with a mutation in the SON gene may not all display these features. However, SON loss of function (LoF) variants appear to cause a clinically distinguished phenotype."} -{"definition": "rapids_singlecell.tl.rank_genes_groups_logreg(adata,groupby,*,groups='all',use_raw=None,reference='rest',n_genes=None,layer=None,**kwds)", "description": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} -{"definition": "rapids_singlecell.get.aggregate(adata,by,func,*,axis=None,mask=None,dof=1,layer=None,obsm=None,varm=None,return_sparse=False,**kwargs)", "description": "Data visualization technique \"Colormap\" redirects here. For indexed palettes, see Indexed color . A heat map (or heatmap ) is a 2-dimensional data visualization technique that represents the magnitude of individual values within a dataset as a color. The variation in color may be by hue or intensity . In some applications such as crime analytics or website click-tracking, color is used to represent the density of data points rather than a value associated with each point."} -{"definition": "rapids_singlecell.get.anndata_to_GPU(adata,layer=None,convert_all=False,copy=False)", "description": "Use of a GPU for computations typically assigned to CPUs General-purpose computing on graphics processing units ( GPGPU , or less often GPGP ) is the use of a graphics processing unit (GPU), which typically handles computation only for computer graphics , to perform computation in applications traditionally handled by the central processing unit (CPU). The use of multiple video cards in one computer, or large numbers of graphics chips, further parallelizes the already parallel nature of graphics processing. Essentially, a GPGPU pipeline is a kind of parallel processing between one or more GPUs and CPUs, with special accelerated instructions for processing image or other graphic forms of data. While GPUs operate at lower frequencies, they typically have many times the number of Processing elements . Thus, GPUs can process far more pictures and other graphical data per second than a traditional CPU."} -{"definition": "rapids_singlecell.get.anndata_to_CPU(adata,layer=None,convert_all=False,copy=False)", "description": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} -{"definition": "rapids_singlecell.get.X_to_GPU(X,warning='X')", "description": "Use of a GPU for computations typically assigned to CPUs General-purpose computing on graphics processing units ( GPGPU , or less often GPGP ) is the use of a graphics processing unit (GPU), which typically handles computation only for computer graphics , to perform computation in applications traditionally handled by the central processing unit (CPU). The use of multiple video cards in one computer, or large numbers of graphics chips, further parallelizes the already parallel nature of graphics processing. Essentially, a GPGPU pipeline is a kind of parallel processing between one or more GPUs and CPUs, with special accelerated instructions for processing image or other graphic forms of data. While GPUs operate at lower frequencies, they typically have many times the number of Processing elements . Thus, GPUs can process far more pictures and other graphical data per second than a traditional CPU."} -{"definition": "rapids_singlecell.get.X_to_CPU(X)", "description": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} -{"definition": "celltypist.train(X=None,labels:str|list|tuple|ndarray|Series|Index|None=None,genes:str|list|tuple|ndarray|Series|Index|None=None,transpose_input:bool=False,with_mean:bool=True,check_expression:bool=True,C:float=1.0,solver:str|None=None,max_iter:int|None=None,n_jobs:int|None=None,use_SGD:bool=False,alpha:float=0.0001,use_GPU:bool=False,mini_batch:bool=False,batch_number:int=100,batch_size:int=1000,epochs:int=10,balance_cell_type:bool=False,feature_selection:bool=False,top_genes:int=300,date:str='',details:str='',url:str='',source:str='',version:str='',**kwargs)\u2192Model[source]\uf0c1", "description": "Train a celltypist model using mini-batch (optional) logistic classifier with a global solver or stochastic gradient descent (SGD) learning."} -{"definition": "celltypist.annotate(filename:AnnData|str='',model:str|Model|None=None,transpose_input:bool=False,gene_file:str|None=None,cell_file:str|None=None,mode:str='bestmatch',p_thres:float=0.5,majority_voting:bool=False,over_clustering:str|list|tuple|ndarray|Series|Index|None=None,use_GPU:bool=False,min_prop:float=0)\u2192AnnotationResult[source]\uf0c1", "description": "Sourcing services or funds from a group \"Crowd work\" redirects here. For the performing arts term, see audience participation . Crowdsourcing involves a large group of dispersed participants contributing or producing goods or services \u2014including ideas, votes , micro-tasks , and finances\u2014for payment or as volunteers. Contemporary crowdsourcing often involves digital platforms to attract and divide work between participants to achieve a cumulative result. Crowdsourcing is not limited to online activity, however, and there are various historical examples of crowdsourcing."} -{"definition": "celltypist.dotplot(predictions:AnnotationResult,use_as_reference:str|list|tuple|ndarray|Series|Index,use_as_prediction:str='majority_voting',prediction_order:str|list|tuple|ndarray|Series|Index|None=None,reference_order:str|list|tuple|ndarray|Series|Index|None=None,filter_prediction:float=0.0,cmap:str='RdBu_r',vmin:float|None=0.0,vmax:float|None=1.0,colorbar_title:str|None='Meanprobability',dot_min:float|None=0.0,dot_max:float|None=1.0,smallest_dot:float|None=0.0,size_title:str|None='Fractionofcells(%)',swap_axes:bool|None=False,title:str|None='CellTypistlabeltransfer',figsize:tuple|None=None,show:bool|None=None,save:str|bool|None=None,ax:_AxesSubplot|None=None,return_fig:bool|None=False,**kwds)\u2192DotPlot|dict|None[source]\uf0c1", "description": "Generate a dot plot showing CellTypist label transfer. This is a wrapper around thescanpy.pl.DotPlotwith selected parameters and customized defaults."} -{"definition": "celltypist.models.download_models(force_update:bool=False,model:str|list|tuple|None=None)\u2192None[source]\uf0c1", "description": "Large language model by Meta AI Not to be confused with LaMDA . Llama ( Large Language Model Meta AI ) is a family of large language models (LLMs) released by Meta AI starting in February 2023. The latest version is Llama 4, released in April 2025. Llama models come in different sizes, ranging from 1 billion to 2 trillion parameters. Initially only a foundation model , starting with Llama 2, Meta AI released instruction fine-tuned versions alongside foundation models."} -{"definition": "celltypist.samples.downsample_adata(adata:AnnData,mode:str='total',n_cells:int|None=None,by:str|None=None,balance_cell_type:bool=False,random_state:int=0,return_index:bool=True)\u2192AnnData|ndarray[source]\uf0c1", "description": "Type of artificial neural network A convolutional neural network ( CNN ) is a type of feedforward neural network that learns features via filter (or kernel ) optimization. This type of deep learning network has been applied to process and make predictions from many different types of data including text, images and audio. Convolution-based networks are the de-facto standard in deep learning -based approaches to computer vision and image processing, and have only recently been replaced\u2014in some cases\u2014by newer deep learning architectures such as the transformer . Vanishing gradients and exploding gradients, seen during backpropagation in earlier neural networks, are prevented by the regularization that comes from using shared weights over fewer connections. For example, for each neuron in the fully-connected layer, 10,000 weights would be required for processing an image sized 100 \u00d7 100 pixels."} -{"definition": "classcelltypist.classifier.AnnotationResult(labels:DataFrame,decision_mat:DataFrame,prob_mat:DataFrame,adata:AnnData)[source]\uf0c1", "description": "Buddhist term for the six senses In Buddhism , \u0101yatana ( P\u0101li ; Sanskrit : \u0906\u092f\u0924\u0928) is a \"center of experience\" or \"mental home,\" which create one's experience. The term (P\u0101li; Skt. ) refers to six cognitive functions, namely sight, hearing, smelling, tasting, body-cognition, and mind-cognition. \u0100yatana may refer to both ordinary experience and the chain of processes leading to bondage, as to awakened experience centered in detachment and meditative accomplishment. The Buddhist path aims to relocate one from the ordinary, sensual centers of experience to the \"mental home\" of the purified, liberated awareness of the jhanas."} -{"definition": "classcelltypist.classifier.Classifier(filename:AnnData|str='',model:Model|str='',transpose:bool=False,gene_file:str|None=None,cell_file:str|None=None)[source]\uf0c1", "description": "Buddhist term for the six senses In Buddhism , \u0101yatana ( P\u0101li ; Sanskrit : \u0906\u092f\u0924\u0928) is a \"center of experience\" or \"mental home,\" which create one's experience. The term (P\u0101li; Skt. ) refers to six cognitive functions, namely sight, hearing, smelling, tasting, body-cognition, and mind-cognition. \u0100yatana may refer to both ordinary experience and the chain of processes leading to bondage, as to awakened experience centered in detachment and meditative accomplishment. The Buddhist path aims to relocate one from the ordinary, sensual centers of experience to the \"mental home\" of the purified, liberated awareness of the jhanas."} -{"definition": "classcelltypist.models.Model(clf,scaler,description)[source]\uf0c1", "description": "Bases:object"} +{"signature": "classscvi.model.SCVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,latent_distribution='normal',**kwargs)", "embedding": "single-cell Variational Inference[Lopezet al., 2018]."} +{"signature": "classscvi.model.SCANVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,linear_classifier=False,datamodule=None,**model_kwargs)", "embedding": "Single-cell annotation using variational inference[Xuet al., 2021]."} +{"signature": "rapids_singlecell.pp.calculate_qc_metrics(adata,*,expr_type='counts',var_type='genes',qc_vars=None,log1p=True,layer=None)", "embedding": "Calculates basic qc Parameters. Calculates number of genes per cell (n_genes) and number of counts per cell (n_counts).\nLoosely based on calculate_qc_metrics from scanpy [Wolf et al. 2018]. Updatesobsandvarwith columns with qc data."} +{"signature": "rapids_singlecell.pp.filter_cells(data,*,min_counts=None,min_genes=None,max_counts=None,max_genes=None,inplace=True,verbose=True)", "embedding": "Grouping a set of objects by similarity Cluster analysis , or clustering , is a data analysis technique aimed at partitioning a set of objects into groups such that objects within the same group (called a cluster ) exhibit greater similarity to one another (in some specific sense defined by the analyst) than to those in other groups (clusters). It is a main task of exploratory data analysis , and a common technique for statistical data analysis , used in many fields, including pattern recognition , image analysis , information retrieval , bioinformatics , data compression , computer graphics and machine learning . Cluster analysis refers to a family of algorithms and tasks rather than one specific algorithm . It can be achieved by various algorithms that differ significantly in their understanding of what constitutes a cluster and how to efficiently find them. Popular notions of clusters include groups with small distances between cluster members, dense areas of the data space, intervals or particular statistical distributions ."} +{"signature": "rapids_singlecell.pp.filter_genes(data,*,min_counts=None,min_cells=None,max_counts=None,max_cells=None,inplace=True,verbose=True)", "embedding": "Medical condition Sickle cell disease ( SCD ), also simply called sickle cell , is a group of inherited haemoglobin-related blood disorders . The most common type is known as sickle cell anemia . Sickle cell anemia results in an abnormality in the oxygen-carrying protein haemoglobin found in red blood cells . This leads to the red blood cells adopting an abnormal sickle -like shape under certain circumstances; with this shape, they are unable to deform as they pass through capillaries , causing blockages. Problems in sickle cell disease typically begin around 5 to 6 months of age."} +{"signature": "rapids_singlecell.pp.normalize_total(adata,*,target_sum=None,layer=None,inplace=True,copy=False)", "embedding": "Normalizes rows in matrix so they sum totarget_sum."} +{"signature": "rapids_singlecell.pp.log1p(adata,*,layer=None,obsm=None,inplace=True,copy=False)", "embedding": "Calculated the natural logarithm of one plus the sparse matrix."} +{"signature": "rapids_singlecell.pp.highly_variable_genes(adata,*,layer=None,min_mean=0.0125,max_mean=3,min_disp=0.5,max_disp=inf,n_top_genes=None,flavor='seurat',n_bins=20,span=0.3,check_values=True,theta=100,clip=None,chunksize=1000,n_samples=10000,batch_key=None)", "embedding": "Annotate highly variable genes.\nExpects logarithmized data, except whenflavor='seurat_v3','seurat_v3_paper','pearson_residuals','poisson_gene_selection', in which count data is expected."} +{"signature": "rapids_singlecell.pp.regress_out(adata,keys,*,layer=None,inplace=True,batchsize=None,verbose=False)", "embedding": "Sequence of data points over time Not to be confused with Time (Film and TV) . In mathematics , a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Examples of time series are heights of ocean tides , counts of sunspots , and the daily closing value of the Dow Jones Industrial Average ."} +{"signature": "rapids_singlecell.pp.scale(adata,*,zero_center=True,max_value=None,copy=False,layer=None,obsm=None,mask_obs=None,inplace=True)", "embedding": "Machine learning technique In machine learning , attention is a method that determines the importance of each component in a sequence relative to the other components in that sequence. In natural language processing , importance is represented by \"soft\" weights assigned to each word in a sentence. More generally, attention encodes vectors called token embeddings across a fixed-width sequence that can range from tens to millions of tokens in size. Unlike \"hard\" weights, which are computed during the backwards training pass, \"soft\" weights exist only in the forward pass and therefore change with every step of the input. Earlier designs implemented the attention mechanism in a serial recurrent neural network (RNN) language translation system, but a more recent design, namely the transformer , removed the slower sequential RNN and relied more heavily on the faster parallel attention scheme."} +{"signature": "rapids_singlecell.pp.pca(adata,n_comps=None,*,layer=None,zero_center=True,svd_solver=None,random_state=0,mask_var=_empty,use_highly_variable=None,dtype='float32',chunked=False,chunk_size=None,key_added=None,copy=False)", "embedding": "Performs PCA using the cuml decomposition function."} +{"signature": "rapids_singlecell.pp.normalize_pearson_residuals(adata,*,theta=100,clip=None,check_values=True,layer=None,inplace=True)", "embedding": "Applies analytic Pearson residual normalization, based on Lause21.\nThe residuals are based on a negative binomial offset model with overdispersionthetashared across genes. By default, residuals are clipped tosqrt(n_obs)and overdispersiontheta=100is used."} +{"signature": "rapids_singlecell.pp.flag_gene_family(adata,*,gene_family_name,gene_family_prefix=None,gene_list=None)", "embedding": "Flags a gene or gene_family in .var with boolean. (e.g all mitochondrial genes).\nPlease only choose gene_family prefix or gene_list"} +{"signature": "rapids_singlecell.pp.filter_highly_variable(adata)", "embedding": "Filters theAnnDataobject for highly_variable genes. Run highly_varible_genes first."} +{"signature": "rapids_singlecell.pp.harmony_integrate(adata,key,*,basis='X_pca',adjusted_basis='X_pca_harmony',dtype=,correction_method='original',use_gemm=False,colsum_algo=None,**kwargs)", "embedding": "Aspect of music For other uses, see Harmony (disambiguation) . \"Disharmony\" redirects here. For the episode of Angel , see Disharmony ( Angel ) . In music , harmony is the concept of combining different sounds in order to create new, distinct musical ideas. Theories of harmony seek to describe or explain the effects created by distinct pitches or tones coinciding with one another; harmonic objects such as chords , textures and tonalities are identified, defined, and categorized in the development of these theories."} +{"signature": "rapids_singlecell.pp.scrublet(adata,adata_sim=None,*,batch_key=None,sim_doublet_ratio=2.0,expected_doublet_rate=0.05,stdev_doublet_rate=0.02,synthetic_doublet_umi_subsampling=1.0,knn_dist_metric='euclidean',normalize_variance=True,log_transform=False,mean_center=True,n_prin_comps=30,use_approx_neighbors=True,get_doublet_neighbor_parents=False,n_neighbors=None,threshold=None,verbose=True,copy=False,random_state=0)", "embedding": "Predict doublets using Scrublet."} +{"signature": "rapids_singlecell.pp.scrublet_simulate_doublets(adata,*,layer=None,sim_doublet_ratio=2.0,synthetic_doublet_umi_subsampling=1.0,random_seed=0)", "embedding": "Simulate doublets by adding the counts of random observed transcriptome pairs."} +{"signature": "rapids_singlecell.pp.neighbors(adata,n_neighbors=15,n_pcs=None,*,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),key_added=None,copy=False)", "embedding": "Compute a neighborhood graph of observations with cuml."} +{"signature": "rapids_singlecell.pp.bbknn(adata,neighbors_within_batch=3,n_pcs=None,*,batch_key=None,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),trim=None,key_added=None,copy=False)", "embedding": "Batch balanced KNN, altering the KNN procedure to identify each cell\u2019s top neighbours in\neach batch separately instead of the entire cell pool with no accounting for batch.\nThe nearest neighbours for each batch are then merged to create a final list of\nneighbours for the cell."} +{"signature": "rapids_singlecell.tl.umap(adata,*,min_dist=0.5,spread=1.0,n_components=2,maxiter=None,alpha=1.0,negative_sample_rate=5,init_pos='auto',random_state=0,a=None,b=None,key_added=None,neighbors_key=None,copy=False)", "embedding": "Embed the neighborhood graph using UMAP\u2019s cuml implementation."} +{"signature": "rapids_singlecell.tl.tsne(adata,n_pcs=None,*,use_rep=None,perplexity=30,early_exaggeration=12,learning_rate=200,method='barnes_hut',metric='euclidean',key_added=None,copy=False)", "embedding": "Performs t-distributed stochastic neighborhood embedding (tSNE) using cuml library."} +{"signature": "rapids_singlecell.tl.diffmap(adata,n_comps=15,*,neighbors_key=None,sort='decrease',density_normalize=True)", "embedding": "Method of utilizing water in magnetic resonance imaging Medical diagnostic method Diffusion-weighted magnetic resonance imaging ( DWI or DW-MRI ) is the use of specific MRI sequences as well as software that generates images from the resulting data that uses the diffusion of water molecules to generate contrast in MR images. It allows the mapping of the diffusion process of molecules, mainly water, in biological tissues , in vivo and non-invasively. Molecular diffusion in tissues is not random, but reflects interactions with many obstacles, such as macromolecules , fibers, and membranes . Water molecule diffusion patterns can therefore reveal microscopic details about tissue architecture, either normal or in a diseased state. A special kind of DWI, diffusion tensor imaging ( DTI ), has been used extensively to map white matter tractography in the brain."} +{"signature": "rapids_singlecell.tl.draw_graph(adata,*,init_pos=None,max_iter=500)", "embedding": "Force-directed graph drawing with cugraph\u2019s implementation of Force Atlas 2.\nThis is a reimplementation of scanpys function for GPU compute."} +{"signature": "rapids_singlecell.tl.mde(adata,*,device=None,n_neighbors=15,n_pcs=None,use_rep=None,**kwargs)", "embedding": "Util to runpymde.preserve_neighbors()for visualization of single cell embeddings."} +{"signature": "rapids_singlecell.tl.embedding_density(adata,basis='umap',*,groupby=None,key_added=None,batchsize=10000,components=None)", "embedding": "The density matrix embedding theory (DMET) is a numerical technique to solve strongly correlated electronic structure problems. By mapping the system to a fragment plus its entangled quantum bath, the local electron correlation effects on the fragment can be accurately modeled by a post-Hartree\u2013Fock solver. This method has shown high-quality results in 1D- and 2D- Hubbard models , and in chemical model systems incorporating the fully interacting electronic Hamiltonian, including long-range interactions. The basis of DMET is the Schmidt decomposition for quantum states, which shows that a given quantum many-body state, with macroscopically many degrees of freedom, K, can be represented exactly by an Impurity model consisting of 2N degrees of freedom for N<,copy=False)", "embedding": "Class of chemical substance Metal\u2013organic frameworks ( MOFs ) are a class of porous polymers consisting of metal clusters (also known as Secondary Building Units - SBUs) coordinated to organic ligands to form one-, two- or three-dimensional structures. The organic ligands included are sometimes referred to as \"struts\" or \"linkers\", one example being 1,4-benzenedicarboxylic acid (H 2 bdc). MOFs are classified as reticular materials . More formally, a metal\u2013organic framework is a potentially porous extended structure made from metal ions and organic linkers. An extended structure is a structure whose sub-units occur in a constant ratio and are arranged in a repeating pattern."} +{"signature": "rapids_singlecell.tl.leiden(adata,resolution=1.0,*,random_state=0,theta=1.0,restrict_to=None,key_added='leiden',adjacency=None,n_iterations=100,use_weights=True,neighbors_key=None,obsp=None,dtype=,copy=False)", "embedding": "Performs Leiden clustering using cuGraph, which implements the method\ndescribed in:"} +{"signature": "rapids_singlecell.tl.kmeans(adata,n_clusters=8,n_pcs=50,*,use_rep='X_pca',n_init=1,random_state=42,key_added='kmeans',copy=False,**kwargs)", "embedding": "KMeans is a basic but powerful clustering method which is optimized via Expectation Maximization. It randomly selects K data points in X, and computes which samples are close to these points. For every cluster of points, a mean is computed (hence the name), and this becomes the new centroid."} +{"signature": "rapids_singlecell.tl.score_genes(adata,gene_list,*,ctrl_as_ref=True,ctrl_size=50,gene_pool=None,n_bins=25,score_name='score',random_state=0,copy=False,use_raw=None,layer=None)", "embedding": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} +{"signature": "rapids_singlecell.tl.score_genes_cell_cycle(adata,*,s_genes,g2m_genes,copy=False,**kwargs)", "embedding": "Medical condition ZTTK syndrome (Zhu-Tokita-Takenouchi-Kim syndrome) is a rare multisystem disease caused in humans by a genetic mutation of the SON gene . Common symptoms include developmental delay and often light to severe intellectual disability . Characteristic abnormalities include cerebral cortex malformations, vision difficulties, musculoskeletal abnormalities and congenital defects . Individuals with a mutation in the SON gene may not all display these features. However, SON loss of function (LoF) variants appear to cause a clinically distinguished phenotype."} +{"signature": "rapids_singlecell.tl.rank_genes_groups_logreg(adata,groupby,*,groups='all',use_raw=None,reference='rest',n_genes=None,layer=None,**kwds)", "embedding": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} +{"signature": "rapids_singlecell.get.aggregate(adata,by,func,*,axis=None,mask=None,dof=1,layer=None,obsm=None,varm=None,return_sparse=False,**kwargs)", "embedding": "Data visualization technique \"Colormap\" redirects here. For indexed palettes, see Indexed color . A heat map (or heatmap ) is a 2-dimensional data visualization technique that represents the magnitude of individual values within a dataset as a color. The variation in color may be by hue or intensity . In some applications such as crime analytics or website click-tracking, color is used to represent the density of data points rather than a value associated with each point."} +{"signature": "rapids_singlecell.get.anndata_to_GPU(adata,layer=None,convert_all=False,copy=False)", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "rapids_singlecell.get.anndata_to_CPU(adata,layer=None,convert_all=False,copy=False)", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "rapids_singlecell.get.X_to_GPU(X,warning='X')", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "rapids_singlecell.get.X_to_CPU(X)", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "celltypist.train(X=None,labels:str|list|tuple|ndarray|Series|Index|None=None,genes:str|list|tuple|ndarray|Series|Index|None=None,transpose_input:bool=False,with_mean:bool=True,check_expression:bool=True,C:float=1.0,solver:str|None=None,max_iter:int|None=None,n_jobs:int|None=None,use_SGD:bool=False,alpha:float=0.0001,use_GPU:bool=False,mini_batch:bool=False,batch_number:int=100,batch_size:int=1000,epochs:int=10,balance_cell_type:bool=False,feature_selection:bool=False,top_genes:int=300,date:str='',details:str='',url:str='',source:str='',version:str='',**kwargs)\u2192Model[source]\uf0c1", "embedding": "Train a celltypist model using mini-batch (optional) logistic classifier with a global solver or stochastic gradient descent (SGD) learning."} +{"signature": "celltypist.annotate(filename:AnnData|str='',model:str|Model|None=None,transpose_input:bool=False,gene_file:str|None=None,cell_file:str|None=None,mode:str='bestmatch',p_thres:float=0.5,majority_voting:bool=False,over_clustering:str|list|tuple|ndarray|Series|Index|None=None,use_GPU:bool=False,min_prop:float=0)\u2192AnnotationResult[source]\uf0c1", "embedding": "Suite of advanced driver-assistance system features Tesla Autopilot is an advanced driver-assistance system (ADAS) developed by Tesla, Inc. that provides partial vehicle automation, corresponding to Level 2 automation as defined by SAE International . All Tesla vehicles produced after April 2019 include Autopilot, which features autosteer and traffic-aware cruise control . Customers can purchase or subscribe to an optional package called \"Full Self-Driving (Supervised)\", also known as \"FSD\", which adds features such as semi-autonomous navigation, response to traffic lights and stop signs, lane change assistance , self-parking , and the ability to summon the car from a parking space. Since 2013, Tesla CEO Elon Musk has repeatedly predicted that the company would achieve fully autonomous driving (SAE Level 5 ) within one to three years, but these goals have not been met."} +{"signature": "celltypist.dotplot(predictions:AnnotationResult,use_as_reference:str|list|tuple|ndarray|Series|Index,use_as_prediction:str='majority_voting',prediction_order:str|list|tuple|ndarray|Series|Index|None=None,reference_order:str|list|tuple|ndarray|Series|Index|None=None,filter_prediction:float=0.0,cmap:str='RdBu_r',vmin:float|None=0.0,vmax:float|None=1.0,colorbar_title:str|None='Meanprobability',dot_min:float|None=0.0,dot_max:float|None=1.0,smallest_dot:float|None=0.0,size_title:str|None='Fractionofcells(%)',swap_axes:bool|None=False,title:str|None='CellTypistlabeltransfer',figsize:tuple|None=None,show:bool|None=None,save:str|bool|None=None,ax:_AxesSubplot|None=None,return_fig:bool|None=False,**kwds)\u2192DotPlot|dict|None[source]\uf0c1", "embedding": "Generate a dot plot showing CellTypist label transfer. This is a wrapper around thescanpy.pl.DotPlotwith selected parameters and customized defaults."} +{"signature": "celltypist.models.download_models(force_update:bool=False,model:str|list|tuple|None=None)\u2192None[source]\uf0c1", "embedding": "Large language model by Meta AI Not to be confused with LaMDA . Llama ( Large Language Model Meta AI ) is a family of large language models (LLMs) released by Meta AI starting in February 2023. The latest version is Llama 4, released in April 2025. Llama models come in different sizes, ranging from 1 billion to 2 trillion parameters. Initially only a foundation model , starting with Llama 2, Meta AI released instruction fine-tuned versions alongside foundation models."} +{"signature": "celltypist.samples.downsample_adata(adata:AnnData,mode:str='total',n_cells:int|None=None,by:str|None=None,balance_cell_type:bool=False,random_state:int=0,return_index:bool=True)\u2192AnnData|ndarray[source]\uf0c1", "embedding": "Type of artificial neural network A convolutional neural network ( CNN ) is a type of feedforward neural network that learns features via filter (or kernel ) optimization. This type of deep learning network has been applied to process and make predictions from many different types of data including text, images and audio. Convolution-based networks are the de-facto standard in deep learning -based approaches to computer vision and image processing, and have only recently been replaced\u2014in some cases\u2014by newer deep learning architectures such as the transformer . Vanishing gradients and exploding gradients, seen during backpropagation in earlier neural networks, are prevented by the regularization that comes from using shared weights over fewer connections. For example, for each neuron in the fully-connected layer, 10,000 weights would be required for processing an image sized 100 \u00d7 100 pixels."} +{"signature": "classcelltypist.classifier.AnnotationResult(labels:DataFrame,decision_mat:DataFrame,prob_mat:DataFrame,adata:AnnData)[source]\uf0c1", "embedding": "Buddhist term for the six senses In Buddhism , \u0101yatana ( P\u0101li ; Sanskrit : \u0906\u092f\u0924\u0928) is a \"center of experience\" or \"mental home,\" which create one's experience. The term (P\u0101li; Skt. ) refers to six cognitive functions, namely sight, hearing, smelling, tasting, body-cognition, and mind-cognition. \u0100yatana may refer to both ordinary experience and the chain of processes leading to bondage, as to awakened experience centered in detachment and meditative accomplishment. The Buddhist path aims to relocate one from the ordinary, sensual centers of experience to the \"mental home\" of the purified, liberated awareness of the jhanas."} +{"signature": "classcelltypist.classifier.Classifier(filename:AnnData|str='',model:Model|str='',transpose:bool=False,gene_file:str|None=None,cell_file:str|None=None)[source]\uf0c1", "embedding": "Bases:object"} +{"signature": "classcelltypist.models.Model(clf,scaler,description)[source]\uf0c1", "embedding": "Bases:object"} From b3d69130e7cb504908c0cedecc3670f71cd1e97e Mon Sep 17 00:00:00 2001 From: djriffle Date: Thu, 28 Aug 2025 14:59:19 -0400 Subject: [PATCH 113/113] Synced New Embeddings and Functions --- cli/olaf/src/olaf/rag/embeddings.jsonl | 45 +++++++++++++++++++++++++- cli/olaf/src/olaf/rag/functions.jsonl | 45 +++++++++++++++++++++++++- 2 files changed, 88 insertions(+), 2 deletions(-) diff --git a/cli/olaf/src/olaf/rag/embeddings.jsonl b/cli/olaf/src/olaf/rag/embeddings.jsonl index b862e48..faa609c 100644 --- 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"description": "Method of data analysis Principal component analysis ( PCA ) is a linear dimensionality reduction technique with applications in exploratory data analysis , visualization and data preprocessing . The data is linearly transformed onto a new coordinate system such that the directions (principal components) capturing the largest variation in the data can be easily identified. The principal components of a collection of points in a real coordinate space are a sequence of unit vectors , where the -th vector is the direction of a line that best fits the data while being orthogonal to the first vectors. Here, a best-fitting line is defined as one that minimizes the average squared perpendicular distance from the points to the line . These directions (i.e., principal components) constitute an orthonormal basis in which different individual dimensions of the data are linearly uncorrelated ."} +{"signature": "classscvi.model.SCVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,latent_distribution='normal',**kwargs)", "embedding": "single-cell Variational Inference[Lopezet al., 2018]."} +{"signature": "classscvi.model.SCANVI(adata=None,registry=None,n_hidden=128,n_latent=10,n_layers=1,dropout_rate=0.1,dispersion='gene',gene_likelihood='zinb',use_observed_lib_size=True,linear_classifier=False,datamodule=None,**model_kwargs)", "embedding": "Single-cell annotation using variational inference[Xuet al., 2021]."} +{"signature": "rapids_singlecell.pp.calculate_qc_metrics(adata,*,expr_type='counts',var_type='genes',qc_vars=None,log1p=True,layer=None)", "embedding": "Calculates basic qc Parameters. Calculates number of genes per cell (n_genes) and number of counts per cell (n_counts).\nLoosely based on calculate_qc_metrics from scanpy [Wolf et al. 2018]. Updatesobsandvarwith columns with qc data."} +{"signature": "rapids_singlecell.pp.filter_cells(data,*,min_counts=None,min_genes=None,max_counts=None,max_genes=None,inplace=True,verbose=True)", "embedding": "Grouping a set of objects by similarity Cluster analysis , or clustering , is a data analysis technique aimed at partitioning a set of objects into groups such that objects within the same group (called a cluster ) exhibit greater similarity to one another (in some specific sense defined by the analyst) than to those in other groups (clusters). It is a main task of exploratory data analysis , and a common technique for statistical data analysis , used in many fields, including pattern recognition , image analysis , information retrieval , bioinformatics , data compression , computer graphics and machine learning . Cluster analysis refers to a family of algorithms and tasks rather than one specific algorithm . It can be achieved by various algorithms that differ significantly in their understanding of what constitutes a cluster and how to efficiently find them. Popular notions of clusters include groups with small distances between cluster members, dense areas of the data space, intervals or particular statistical distributions ."} +{"signature": "rapids_singlecell.pp.filter_genes(data,*,min_counts=None,min_cells=None,max_counts=None,max_cells=None,inplace=True,verbose=True)", "embedding": "Medical condition Sickle cell disease ( SCD ), also simply called sickle cell , is a group of inherited haemoglobin-related blood disorders . The most common type is known as sickle cell anemia . Sickle cell anemia results in an abnormality in the oxygen-carrying protein haemoglobin found in red blood cells . This leads to the red blood cells adopting an abnormal sickle -like shape under certain circumstances; with this shape, they are unable to deform as they pass through capillaries , causing blockages. Problems in sickle cell disease typically begin around 5 to 6 months of age."} +{"signature": "rapids_singlecell.pp.normalize_total(adata,*,target_sum=None,layer=None,inplace=True,copy=False)", "embedding": "Normalizes rows in matrix so they sum totarget_sum."} +{"signature": "rapids_singlecell.pp.log1p(adata,*,layer=None,obsm=None,inplace=True,copy=False)", "embedding": "Calculated the natural logarithm of one plus the sparse matrix."} +{"signature": "rapids_singlecell.pp.highly_variable_genes(adata,*,layer=None,min_mean=0.0125,max_mean=3,min_disp=0.5,max_disp=inf,n_top_genes=None,flavor='seurat',n_bins=20,span=0.3,check_values=True,theta=100,clip=None,chunksize=1000,n_samples=10000,batch_key=None)", "embedding": "Annotate highly variable genes.\nExpects logarithmized data, except whenflavor='seurat_v3','seurat_v3_paper','pearson_residuals','poisson_gene_selection', in which count data is expected."} +{"signature": "rapids_singlecell.pp.regress_out(adata,keys,*,layer=None,inplace=True,batchsize=None,verbose=False)", "embedding": "Sequence of data points over time Not to be confused with Time (Film and TV) . In mathematics , a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Examples of time series are heights of ocean tides , counts of sunspots , and the daily closing value of the Dow Jones Industrial Average ."} +{"signature": "rapids_singlecell.pp.scale(adata,*,zero_center=True,max_value=None,copy=False,layer=None,obsm=None,mask_obs=None,inplace=True)", "embedding": "Machine learning technique In machine learning , attention is a method that determines the importance of each component in a sequence relative to the other components in that sequence. In natural language processing , importance is represented by \"soft\" weights assigned to each word in a sentence. More generally, attention encodes vectors called token embeddings across a fixed-width sequence that can range from tens to millions of tokens in size. Unlike \"hard\" weights, which are computed during the backwards training pass, \"soft\" weights exist only in the forward pass and therefore change with every step of the input. Earlier designs implemented the attention mechanism in a serial recurrent neural network (RNN) language translation system, but a more recent design, namely the transformer , removed the slower sequential RNN and relied more heavily on the faster parallel attention scheme."} +{"signature": "rapids_singlecell.pp.pca(adata,n_comps=None,*,layer=None,zero_center=True,svd_solver=None,random_state=0,mask_var=_empty,use_highly_variable=None,dtype='float32',chunked=False,chunk_size=None,key_added=None,copy=False)", "embedding": "Performs PCA using the cuml decomposition function."} +{"signature": "rapids_singlecell.pp.normalize_pearson_residuals(adata,*,theta=100,clip=None,check_values=True,layer=None,inplace=True)", "embedding": "Applies analytic Pearson residual normalization, based on Lause21.\nThe residuals are based on a negative binomial offset model with overdispersionthetashared across genes. By default, residuals are clipped tosqrt(n_obs)and overdispersiontheta=100is used."} +{"signature": "rapids_singlecell.pp.flag_gene_family(adata,*,gene_family_name,gene_family_prefix=None,gene_list=None)", "embedding": "Flags a gene or gene_family in .var with boolean. (e.g all mitochondrial genes).\nPlease only choose gene_family prefix or gene_list"} +{"signature": "rapids_singlecell.pp.filter_highly_variable(adata)", "embedding": "Filters theAnnDataobject for highly_variable genes. Run highly_varible_genes first."} +{"signature": "rapids_singlecell.pp.harmony_integrate(adata,key,*,basis='X_pca',adjusted_basis='X_pca_harmony',dtype=,correction_method='original',use_gemm=False,colsum_algo=None,**kwargs)", "embedding": "Aspect of music For other uses, see Harmony (disambiguation) . \"Disharmony\" redirects here. For the episode of Angel , see Disharmony ( Angel ) . In music , harmony is the concept of combining different sounds in order to create new, distinct musical ideas. Theories of harmony seek to describe or explain the effects created by distinct pitches or tones coinciding with one another; harmonic objects such as chords , textures and tonalities are identified, defined, and categorized in the development of these theories."} +{"signature": "rapids_singlecell.pp.scrublet(adata,adata_sim=None,*,batch_key=None,sim_doublet_ratio=2.0,expected_doublet_rate=0.05,stdev_doublet_rate=0.02,synthetic_doublet_umi_subsampling=1.0,knn_dist_metric='euclidean',normalize_variance=True,log_transform=False,mean_center=True,n_prin_comps=30,use_approx_neighbors=True,get_doublet_neighbor_parents=False,n_neighbors=None,threshold=None,verbose=True,copy=False,random_state=0)", "embedding": "Predict doublets using Scrublet."} +{"signature": "rapids_singlecell.pp.scrublet_simulate_doublets(adata,*,layer=None,sim_doublet_ratio=2.0,synthetic_doublet_umi_subsampling=1.0,random_seed=0)", "embedding": "Simulate doublets by adding the counts of random observed transcriptome pairs."} +{"signature": "rapids_singlecell.pp.neighbors(adata,n_neighbors=15,n_pcs=None,*,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),key_added=None,copy=False)", "embedding": "Compute a neighborhood graph of observations with cuml."} +{"signature": "rapids_singlecell.pp.bbknn(adata,neighbors_within_batch=3,n_pcs=None,*,batch_key=None,use_rep=None,random_state=0,algorithm='brute',metric='euclidean',metric_kwds=mappingproxy({}),algorithm_kwds=mappingproxy({}),trim=None,key_added=None,copy=False)", "embedding": "Batch balanced KNN, altering the KNN procedure to identify each cell\u2019s top neighbours in\neach batch separately instead of the entire cell pool with no accounting for batch.\nThe nearest neighbours for each batch are then merged to create a final list of\nneighbours for the cell."} +{"signature": "rapids_singlecell.tl.umap(adata,*,min_dist=0.5,spread=1.0,n_components=2,maxiter=None,alpha=1.0,negative_sample_rate=5,init_pos='auto',random_state=0,a=None,b=None,key_added=None,neighbors_key=None,copy=False)", "embedding": "Embed the neighborhood graph using UMAP\u2019s cuml implementation."} +{"signature": "rapids_singlecell.tl.tsne(adata,n_pcs=None,*,use_rep=None,perplexity=30,early_exaggeration=12,learning_rate=200,method='barnes_hut',metric='euclidean',key_added=None,copy=False)", "embedding": "Performs t-distributed stochastic neighborhood embedding (tSNE) using cuml library."} +{"signature": "rapids_singlecell.tl.diffmap(adata,n_comps=15,*,neighbors_key=None,sort='decrease',density_normalize=True)", "embedding": "Method of utilizing water in magnetic resonance imaging Medical diagnostic method Diffusion-weighted magnetic resonance imaging ( DWI or DW-MRI ) is the use of specific MRI sequences as well as software that generates images from the resulting data that uses the diffusion of water molecules to generate contrast in MR images. It allows the mapping of the diffusion process of molecules, mainly water, in biological tissues , in vivo and non-invasively. Molecular diffusion in tissues is not random, but reflects interactions with many obstacles, such as macromolecules , fibers, and membranes . Water molecule diffusion patterns can therefore reveal microscopic details about tissue architecture, either normal or in a diseased state. A special kind of DWI, diffusion tensor imaging ( DTI ), has been used extensively to map white matter tractography in the brain."} +{"signature": "rapids_singlecell.tl.draw_graph(adata,*,init_pos=None,max_iter=500)", "embedding": "Force-directed graph drawing with cugraph\u2019s implementation of Force Atlas 2.\nThis is a reimplementation of scanpys function for GPU compute."} +{"signature": "rapids_singlecell.tl.mde(adata,*,device=None,n_neighbors=15,n_pcs=None,use_rep=None,**kwargs)", "embedding": "Util to runpymde.preserve_neighbors()for visualization of single cell embeddings."} +{"signature": "rapids_singlecell.tl.embedding_density(adata,basis='umap',*,groupby=None,key_added=None,batchsize=10000,components=None)", "embedding": "The density matrix embedding theory (DMET) is a numerical technique to solve strongly correlated electronic structure problems. By mapping the system to a fragment plus its entangled quantum bath, the local electron correlation effects on the fragment can be accurately modeled by a post-Hartree\u2013Fock solver. This method has shown high-quality results in 1D- and 2D- Hubbard models , and in chemical model systems incorporating the fully interacting electronic Hamiltonian, including long-range interactions. The basis of DMET is the Schmidt decomposition for quantum states, which shows that a given quantum many-body state, with macroscopically many degrees of freedom, K, can be represented exactly by an Impurity model consisting of 2N degrees of freedom for N<,copy=False)", "embedding": "Class of chemical substance Metal\u2013organic frameworks ( MOFs ) are a class of porous polymers consisting of metal clusters (also known as Secondary Building Units - SBUs) coordinated to organic ligands to form one-, two- or three-dimensional structures. The organic ligands included are sometimes referred to as \"struts\" or \"linkers\", one example being 1,4-benzenedicarboxylic acid (H 2 bdc). MOFs are classified as reticular materials . More formally, a metal\u2013organic framework is a potentially porous extended structure made from metal ions and organic linkers. An extended structure is a structure whose sub-units occur in a constant ratio and are arranged in a repeating pattern."} +{"signature": "rapids_singlecell.tl.leiden(adata,resolution=1.0,*,random_state=0,theta=1.0,restrict_to=None,key_added='leiden',adjacency=None,n_iterations=100,use_weights=True,neighbors_key=None,obsp=None,dtype=,copy=False)", "embedding": "Performs Leiden clustering using cuGraph, which implements the method\ndescribed in:"} +{"signature": "rapids_singlecell.tl.kmeans(adata,n_clusters=8,n_pcs=50,*,use_rep='X_pca',n_init=1,random_state=42,key_added='kmeans',copy=False,**kwargs)", "embedding": "KMeans is a basic but powerful clustering method which is optimized via Expectation Maximization. It randomly selects K data points in X, and computes which samples are close to these points. For every cluster of points, a mean is computed (hence the name), and this becomes the new centroid."} +{"signature": "rapids_singlecell.tl.score_genes(adata,gene_list,*,ctrl_as_ref=True,ctrl_size=50,gene_pool=None,n_bins=25,score_name='score',random_state=0,copy=False,use_raw=None,layer=None)", "embedding": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} +{"signature": "rapids_singlecell.tl.score_genes_cell_cycle(adata,*,s_genes,g2m_genes,copy=False,**kwargs)", "embedding": "Medical condition ZTTK syndrome (Zhu-Tokita-Takenouchi-Kim syndrome) is a rare multisystem disease caused in humans by a genetic mutation of the SON gene . Common symptoms include developmental delay and often light to severe intellectual disability . Characteristic abnormalities include cerebral cortex malformations, vision difficulties, musculoskeletal abnormalities and congenital defects . Individuals with a mutation in the SON gene may not all display these features. However, SON loss of function (LoF) variants appear to cause a clinically distinguished phenotype."} +{"signature": "rapids_singlecell.tl.rank_genes_groups_logreg(adata,groupby,*,groups='all',use_raw=None,reference='rest',n_genes=None,layer=None,**kwds)", "embedding": "Bioinformatics method Gene set enrichment analysis (GSEA) (also called functional enrichment analysis or pathway enrichment analysis ) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with different phenotypes (e.g. different organism growth patterns or diseases). The method uses statistical approaches to identify significantly enriched or depleted groups of genes. Transcriptomics technologies and proteomics results often identify thousands of genes, which are used for the analysis. Researchers performing high-throughput experiments that yield sets of genes (for example, genes that are differentially expressed under different conditions) often want to retrieve a functional profile of that gene set, in order to better understand the underlying biological processes."} +{"signature": "rapids_singlecell.get.aggregate(adata,by,func,*,axis=None,mask=None,dof=1,layer=None,obsm=None,varm=None,return_sparse=False,**kwargs)", "embedding": "Data visualization technique \"Colormap\" redirects here. For indexed palettes, see Indexed color . A heat map (or heatmap ) is a 2-dimensional data visualization technique that represents the magnitude of individual values within a dataset as a color. The variation in color may be by hue or intensity . In some applications such as crime analytics or website click-tracking, color is used to represent the density of data points rather than a value associated with each point."} +{"signature": "rapids_singlecell.get.anndata_to_GPU(adata,layer=None,convert_all=False,copy=False)", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "rapids_singlecell.get.anndata_to_CPU(adata,layer=None,convert_all=False,copy=False)", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "rapids_singlecell.get.X_to_GPU(X,warning='X')", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "rapids_singlecell.get.X_to_CPU(X)", "embedding": "Parallel computing platform and programming model For other uses, see CUDA (disambiguation) . CUDA , which stands for Compute Unified Device Architecture , is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated general-purpose processing, significantly broadening their utility in scientific and high-performance computing . CUDA was created by Nvidia starting in 2004 and was officially released by in 2007. When it was first introduced, the name was an acronym for Compute Unified Device Architecture , but Nvidia later dropped the common use of the acronym and now rarely expands it. CUDA is both a software layer that manages data, giving direct access to the GPU and CPU as necessary, and a library of APIs that enable parallel computation for various needs."} +{"signature": "celltypist.train(X=None,labels:str|list|tuple|ndarray|Series|Index|None=None,genes:str|list|tuple|ndarray|Series|Index|None=None,transpose_input:bool=False,with_mean:bool=True,check_expression:bool=True,C:float=1.0,solver:str|None=None,max_iter:int|None=None,n_jobs:int|None=None,use_SGD:bool=False,alpha:float=0.0001,use_GPU:bool=False,mini_batch:bool=False,batch_number:int=100,batch_size:int=1000,epochs:int=10,balance_cell_type:bool=False,feature_selection:bool=False,top_genes:int=300,date:str='',details:str='',url:str='',source:str='',version:str='',**kwargs)\u2192Model[source]\uf0c1", "embedding": "Train a celltypist model using mini-batch (optional) logistic classifier with a global solver or stochastic gradient descent (SGD) learning."} +{"signature": "celltypist.annotate(filename:AnnData|str='',model:str|Model|None=None,transpose_input:bool=False,gene_file:str|None=None,cell_file:str|None=None,mode:str='bestmatch',p_thres:float=0.5,majority_voting:bool=False,over_clustering:str|list|tuple|ndarray|Series|Index|None=None,use_GPU:bool=False,min_prop:float=0)\u2192AnnotationResult[source]\uf0c1", "embedding": "Suite of advanced driver-assistance system features Tesla Autopilot is an advanced driver-assistance system (ADAS) developed by Tesla, Inc. that provides partial vehicle automation, corresponding to Level 2 automation as defined by SAE International . All Tesla vehicles produced after April 2019 include Autopilot, which features autosteer and traffic-aware cruise control . Customers can purchase or subscribe to an optional package called \"Full Self-Driving (Supervised)\", also known as \"FSD\", which adds features such as semi-autonomous navigation, response to traffic lights and stop signs, lane change assistance , self-parking , and the ability to summon the car from a parking space. Since 2013, Tesla CEO Elon Musk has repeatedly predicted that the company would achieve fully autonomous driving (SAE Level 5 ) within one to three years, but these goals have not been met."} +{"signature": "celltypist.dotplot(predictions:AnnotationResult,use_as_reference:str|list|tuple|ndarray|Series|Index,use_as_prediction:str='majority_voting',prediction_order:str|list|tuple|ndarray|Series|Index|None=None,reference_order:str|list|tuple|ndarray|Series|Index|None=None,filter_prediction:float=0.0,cmap:str='RdBu_r',vmin:float|None=0.0,vmax:float|None=1.0,colorbar_title:str|None='Meanprobability',dot_min:float|None=0.0,dot_max:float|None=1.0,smallest_dot:float|None=0.0,size_title:str|None='Fractionofcells(%)',swap_axes:bool|None=False,title:str|None='CellTypistlabeltransfer',figsize:tuple|None=None,show:bool|None=None,save:str|bool|None=None,ax:_AxesSubplot|None=None,return_fig:bool|None=False,**kwds)\u2192DotPlot|dict|None[source]\uf0c1", "embedding": "Generate a dot plot showing CellTypist label transfer. This is a wrapper around thescanpy.pl.DotPlotwith selected parameters and customized defaults."} +{"signature": "celltypist.models.download_models(force_update:bool=False,model:str|list|tuple|None=None)\u2192None[source]\uf0c1", "embedding": "Large language model by Meta AI Not to be confused with LaMDA . Llama ( Large Language Model Meta AI ) is a family of large language models (LLMs) released by Meta AI starting in February 2023. The latest version is Llama 4, released in April 2025. Llama models come in different sizes, ranging from 1 billion to 2 trillion parameters. Initially only a foundation model , starting with Llama 2, Meta AI released instruction fine-tuned versions alongside foundation models."} +{"signature": "celltypist.samples.downsample_adata(adata:AnnData,mode:str='total',n_cells:int|None=None,by:str|None=None,balance_cell_type:bool=False,random_state:int=0,return_index:bool=True)\u2192AnnData|ndarray[source]\uf0c1", "embedding": "Type of artificial neural network A convolutional neural network ( CNN ) is a type of feedforward neural network that learns features via filter (or kernel ) optimization. This type of deep learning network has been applied to process and make predictions from many different types of data including text, images and audio. Convolution-based networks are the de-facto standard in deep learning -based approaches to computer vision and image processing, and have only recently been replaced\u2014in some cases\u2014by newer deep learning architectures such as the transformer . Vanishing gradients and exploding gradients, seen during backpropagation in earlier neural networks, are prevented by the regularization that comes from using shared weights over fewer connections. For example, for each neuron in the fully-connected layer, 10,000 weights would be required for processing an image sized 100 \u00d7 100 pixels."} +{"signature": "classcelltypist.classifier.AnnotationResult(labels:DataFrame,decision_mat:DataFrame,prob_mat:DataFrame,adata:AnnData)[source]\uf0c1", "embedding": "Buddhist term for the six senses In Buddhism , \u0101yatana ( P\u0101li ; Sanskrit : \u0906\u092f\u0924\u0928) is a \"center of experience\" or \"mental home,\" which create one's experience. The term (P\u0101li; Skt. ) refers to six cognitive functions, namely sight, hearing, smelling, tasting, body-cognition, and mind-cognition. \u0100yatana may refer to both ordinary experience and the chain of processes leading to bondage, as to awakened experience centered in detachment and meditative accomplishment. The Buddhist path aims to relocate one from the ordinary, sensual centers of experience to the \"mental home\" of the purified, liberated awareness of the jhanas."} +{"signature": "classcelltypist.classifier.Classifier(filename:AnnData|str='',model:Model|str='',transpose:bool=False,gene_file:str|None=None,cell_file:str|None=None)[source]\uf0c1", "embedding": "Bases:object"} +{"signature": "classcelltypist.models.Model(clf,scaler,description)[source]\uf0c1", "embedding": "Bases:object"}