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Hybrid search in Python: BM25 + vectors with Reciprocal Rank Fusion, alpha swept 0 to 1

Hybrid search in Python: BM25 + vectors with Reciprocal Rank Fusion, alpha swept 0 to 1

Comments 3
5 min read

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RAG chunking, measured: heading-aware chunks doubled hit@1 on the FastAPI docs

RAG chunking, measured: heading-aware chunks doubled hit@1 on the FastAPI docs

Comments
4 min read
Make your RAG say 'I don't know': a score threshold, measured

Make your RAG say 'I don't know': a score threshold, measured

Comments 3
4 min read
Metadata filtering in vector search: post-filter loses results, measured

Metadata filtering in vector search: post-filter loses results, measured

Comments
5 min read
Do you need a vector database? Brute-force search benchmarked from 10k to 1M vectors

Do you need a vector database? Brute-force search benchmarked from 10k to 1M vectors

Comments
5 min read
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