sqlite-vec
sqlite-ecosystem
| sqlite-vec | sqlite-ecosystem | |
|---|---|---|
| 3 | 2 | |
| 583 | 119 | |
| - | - | |
| 8.0 | 4.7 | |
| 7 days ago | 10 months ago | |
| C | TypeScript | |
| Apache License 2.0 | - |
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sqlite-vec
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I'm writing a new vector search SQLite Extension
I definitely plan to! I have a much larger list of SQLite extensions I've built here: https://github.com/asg017/sqlite-ecosystem
Here's a few other references you may enjoy if you wanna learn more about SQLite extensions:
- The single source file for sqlite-vec: https://github.com/asg017/sqlite-vec/blob/main/sqlite-vec.c
- sqlean, a project from Anton Zhiyanov which is good base of great SQLite extensions: https://github.com/nalgeon/sqlean
- The official SQLite docs: https://www.sqlite.org/loadext.html
- The "hello world" SQLite extension example: https://www.sqlite.org/src/file/ext/misc/rot13.c
sqlite-ecosystem
-
I'm writing a new vector search SQLite Extension
I definitely plan to! I have a much larger list of SQLite extensions I've built here: https://github.com/asg017/sqlite-ecosystem
Here's a few other references you may enjoy if you wanna learn more about SQLite extensions:
- The single source file for sqlite-vec: https://github.com/asg017/sqlite-vec/blob/main/sqlite-vec.c
- sqlean, a project from Anton Zhiyanov which is good base of great SQLite extensions: https://github.com/nalgeon/sqlean
- The official SQLite docs: https://www.sqlite.org/loadext.html
- The "hello world" SQLite extension example: https://www.sqlite.org/src/file/ext/misc/rot13.c
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SQLite Extension for Efficient Vector Search
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
What are some alternatives?
sqlite-vss - A SQLite extension for efficient vector search, based on Faiss!