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1. rag-ops rag-ops Public

   This project applies the core knowledge from the LLMOps module, including the design and implementation of the API Layer, Inference Layer, Observability Layer, Cache Layer, Guardrails Layer, Routin…

   Python 68 16

2. VMARC-QA VMARC-QA Public

   Official implementation of 'A knowledge-based Multi-agent approach for Vietnamese VQA with rationale explanations' (AICI 2026).

   Jupyter Notebook 5 1

3. Vanishing-Gradient Vanishing-Gradient Public

   Pipeline for solving the Vanishing Gradient problem in Deep Learning. Implements methods such as ReLU, BatchNorm, Skip Connection, and gradient optimization to improve deep model training.

   Jupyter Notebook 4

4. Aspect-based-sentiment-analysis Aspect-based-sentiment-analysis Public

   Project exploring Aspect-Based Sentiment Analysis (ABSA) for fine-grained sentiment analysis in product/service reviews. Focuses on Aspect Sentiment Pair Extraction (ASPE) using a 2-step model (ATE…

   Jupyter Notebook 4

5. VINLE-GRPO VINLE-GRPO Public

   VINLE-GRPO: Enhancing Vietnamese VQA-NLE via GRPO-based Explanation Generation

   Python 1