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R
AIRAGsearch

RAG for Internal Documentation: A Small-Team Guide

How to build retrieval-augmented generation over your internal docs without a big platform — structuring documents for retrieval, hybrid search, small prompts, grounding rules, permissions, and measuring whether answers are right.

Sep 24, 2026 6 min read
S
Supabasepgvectorembeddings

Semantic Search for a Knowledge Base with Supabase pgvector

Build semantic search over a help desk knowledge base with Supabase and pgvector — embeddings, an HNSW index, a similarity threshold, hybrid keyword search, and the multi-tenant security mistake to avoid.

Aug 24, 2026 8 min read
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