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I’m writing a new vector search SQLite Extension
sqlite-vec is an new vector search SQLite extension, coming soon!
I believe the approach I'm taking with sqlite-vec solves a number of problem it's predecessor has, will have a much nicer and performant SQL API, and is a better fit for all applications who want an embed vector search solution! By contrast, sqlite-vec will run on all platforms (Linux/MacOS/Windows), in the browser with WebAssembly, and even smaller devices like mobile phones and Raspberry Pis! Keep in mind, embedding a single-sentence plot description of a small movie dataset doesn't give the best results (and binary quantization sacrifices even more quality), but the core idea remains.
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