Xenova/bge-m3 is a port of the BGE-M3 embedding model designed to run in the browser via Transformers.js. It provides high-quality dense vector embeddings for text in multiple languages. The model is optimized for on-device or client-side semantic search, retrieval, and RAG applications where sending data to a remote server is undesirable.
In the Foundation models & chat space, Bge M3 takes a focused approach. It focuses on running high-quality text embedding models directly in web browsers and JavaScript environments without server dependencies. It is built as an open-source project for developers. Bge M3 is open source under the Open Source license. The product ships for the web, the command line, and API.
Behind Bge M3 is Xenova, and the product first shipped in 2024. Key capabilities include text embeddings, multilingual, and browser compatible.
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