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I have proof-of-concepted[1] building an entirely static website offering client-side semantic search using transformers.js[2] and Semantra*[3] with MiniLM-L12[
by freedmand 3y ago
I have proof-of-concepted[1] building an entirely static website offering client-side semantic search using transformers.js[2] and Semantra*[3] with MiniLM-L12[4]. It's usable on fast connections and decent CPUs but is not delightfully fast and can't handle huge document loads. Still could be useful for some embedded documents! I hope to incorporate an auto-builder for these experiences in the next big release of Semantra.
[1] https://twitter.com/dylfreed/status/1651572024488218627 https://twitter.com/dylfreed/status/1651572024488218627
[2] https://xenova.github.io/transformers.js https://xenova.github.io/transformers.js
[3] https://github.com/freedmand/semantra https://github.com/freedmand/semantra *(author of this tool)
[4] https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2 https://huggingface.co/sentence-transformers/all-MiniLM-L12-...
- lolive 3y agoYou absolutely NEEED to make it a plugin for Obsidian !!!!