Fastest vector database made in NumPy

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1. OctaneDB

   github.com

   Fast, Open-Source Vector Database for Python

   HNHacker News33점

2. MinDB

   github.com

   an extremely memory-efficient vector database

   HNHacker News17점

3. I wrote a VectorDB in Go, built for Hackers, not Hyperscalers

   github.com

   A Vector Store written in Go - Supports hybrid retrieval over BM25, Flat, HNSW, IVF, PQ and IVFPQ Index with Quantization, Metadata Filtering, Reranking, Reciprocal Rank Fusion, Soft Deletes, Index Rebuilds and much much more

   HNHacker News8점

4. SatoriDB

   github.com

   Query 1B vectors on a laptop (SQLite for embeddings, Rust)

   HNHacker News5점

5. 20x faster pgvector alternative written in Rust

   github.com

   Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

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