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sqlite-ecosystem
An overview of all my SQLite extensions, and a roadmap for future extensions and tooling!
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Author here, happy to answer any questions! My "Introducing sqlite-vss: A SQLite Extension for Vector Search" [0] blog post has more details about the motivations behind this extensions, along with a demo. Includes a semantic search engine hosted on Datasette, build with sqlite-vss and sentence-transformers, on fly.io. Simple and cheap!
Though my favorite part about this extension (and all my other SQLite extensions[1]): you can `pip install sqlite-vss` for Python, `npm install sqlite-vss` for Node.js, or use https://deno.land/x/sqlite_vss for Deno! The underlying SQLite extension has been compiled on different platforms and uploaded to pip/npm/deno.land/x to make distribution easier. There's also pre-compiled extensions on each Github release if you just want to use it with the sqlite3 CLI.
Currently working on getting Mac M1 arm builds, hopefully by end of this week [2]
[0] https://observablehq.com/@asg017/introducing-sqlite-vss
[1] https://github.com/asg017/sqlite-ecosystem
[2] https://github.com/asg017/sqlite-vss/issues/13
Related posts
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SQLite-Vss: A SQLite Extension for Vector Search
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Every request, every microsecond: scalable machine learning at Cloudflare
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SQLite extension for efficient vector search, based on Faiss
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SQLite extension for efficient vector search, based on Faiss
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Ask HN: How long before databases get vector similarity search in them?