Dev.to tutorial Tutorials Apr 29 5 views

RAG Without Embeddings: When BM25 Beats Your $0.20-per-1K Vector Index

by Gabriel Anhaia

BEIR still shows BM25 holding its own on exact-match domains. Here is the decision rule, the Postgres setup, and when hybrid actually pays.

RAG

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