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Python: Add Mixedbread AI Connector

Open huangrpablo opened this issue 1 year ago • 2 comments

Add support for Mixedbread AI embeddings using Mixedbread AI SDK

huangrpablo avatar Jun 27 '24 11:06 huangrpablo

Hey guys! This is from Mixedbread AI. With mixedbread we're building SOTA models and tools to streamline retrieval. So far, we trained some of the most widely used open-source embeddings and reranking models (https://huggingface.co/mixedbread-ai).

We notice that Semantic kernel is providing embedding connectors. We would love to partner up and contribute to this project. Lmk what you guys think and a recommended path for integration if possible.

huangrpablo avatar Jun 27 '24 16:06 huangrpablo

@huangrpablo Thanks for opening this issue and we'd be happy to work with you. We have AI connectors (.Net & Python) for HuggingFace models that supports embedding generation. Can you try this out and let us know how things go.

markwallace-microsoft avatar Jul 01 '24 15:07 markwallace-microsoft

@huangrpablo if the HuggingFace connector didn't work for this scenario, please re-open the issue with more information. Thank you.

moonbox3 avatar Jul 15 '24 15:07 moonbox3