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pgvector
3 postsVector Database Internals: From Brute-Force Search to IVF Indexing
A technical look at vector DB schema design, why brute-force search fails at scale, and how IVF indexing narrows search to relevant clusters.
Building a Compliance Answer Engine That Refuses to Hallucinate
How a Swiss compliance RAG system uses two-layer retrieval and mandatory citations to structurally block hallucinated numbers and claims.
RAG in Laravel: Embeddings and pgvector for a Knowledge-Base Bot
Build a knowledge-base bot using RAG in Laravel 11 with PostgreSQL. Manage your data with embeddings and pgvector.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.com