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Build a real-time transaction backend with Redis. Store data so it can be queiried in a single command and make it AI-searchable with vector embeddings.
- Redis Streams — Ingest transactions in real-time
- Redis Lists — Retrieve recent transactions in order
- Redis JSON — Store and query transaction details
- Sorted Sets — Rank spending by category and merchant
- TimeSeries — Track spending trends over time
- Vector Search — Search transactions by meaning, not keywords
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Spin up the workshop:
docker compose up -d
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Open the UI http://localhost:3001 and click Redis Insight to verify everything is running
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Head to
processor/README.mdto start completing the modules