Continuous recall measurement

turbopuffer.com

Describing how turbopuffer measures the recall (accuracy) of its vector indexes in production continuously. This ensures that turbopuffer's search results are accurate and reliable, despite using approximate nearest-neighbour algorithms to speed up queries.

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Document search using Claude and an inverted index.

Document search using Claude and an inverted index. – Annanay Agarwal Annanay Agarwal Dec 18, 2025

Soooo vector databases are pretty popular right now for document search, but it has some drawbacks: choosing the right embedding models, finding the right chunk size, indexing into high dimensional embeddings and managing specialized infrastructure.

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