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embd

Cross-platform, GPU accelerated embeddings

  • 0.5.0
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  • npm
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Documentation | Roadmap

What is EMBD?

EMBD is a fast, cross-platform GPU accelerated library for computing embeddings from text, designed to run entirely client-side in your browser/electron app.

Perfect for vector search, RAG etc.

Check out Getting Started for more.

Supported Models

ModelSize (MB)
bge-small-en-v1.530 (WIP)

Don't see the model you want? Send us an email!

Benchmarks

bench

Warning ⚠️

This is in alpha - breaking changes are guaranteed.

Supported Platforms

WebGPU is only officially supported on Chromium based browsers running on Windows & MacOS. For more information, check out Supported Platforms

Want to get involved?

  • Are you a GPU wizard?
  • Do you know what a HRTB is in Rust?
  • Do you know what is going on here?
  • Reach out: chris@fleetwood.dev

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Package last updated on 04 Dec 2023

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