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Vector Search

Search from first principles — TF-IDF, boosting, embeddings — and the small-technology versions the AISL workshops actually deploy: SQLite, Turso, Cloudflare Vectorize.

Retrieval quality is the ceiling on every RAG system. The AISL material teaches the layer underneath the embeddings API twice: once from first principles, once by shipping vector search with embarrass…

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