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.
Model | Size (MB) |
---|---|
bge-small-en-v1.5 | 30 (WIP) |
Don't see the model you want? Send us an email!
![bench](https://private-user-images.githubusercontent.com/45471420/286198072-10cedc0e-3eb2-4a78-b1fc-47ae0cebcac9.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.8e5UrTyOWUjaqlT_imsLENzFZ078scPwN8Lk9rNbjo4)
This is in alpha - breaking changes are guaranteed.
WebGPU is only officially supported on Chromium based browsers running on Windows & MacOS. For more information, check out Supported Platforms
- Are you a GPU wizard?
- Do you know what a HRTB is in Rust?
- Do you know what is going on here?
- Reach out: [email protected]