SQLite-Vec: a tiny and portable vectorDB, built on top of SQLite.

It's very fast and lightweight, and is perfect for on-device RAG solutions.

Key features:

- matryoshka-slicing of embeddings
- reducing storage volume by 32 times through binary quantization
- support for L2, cosine, and Hamming distances

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