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Local-First Vector Database with RxDB and transformers.js
source link: https://rxdb.info/articles/javascript-vector-database.html
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I just wrote an article on building a local-first vector database using RxDB and transformers.js. It’s a guide that shows how to run machine learning models directly in the browser to enable semantic search and similarity-based queries without the need for a backend. This approach provides zero network latency, offline functionality, better privacy, and no server costs.
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