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Support HuggingFaceHub embeddings endpoint #136

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delip opened this issue Nov 14, 2022 · 2 comments
Closed

Support HuggingFaceHub embeddings endpoint #136

delip opened this issue Nov 14, 2022 · 2 comments

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@delip
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delip commented Nov 14, 2022

The current implementation of HuggingFaceEmbeddings local sentence-transformers to derive the encodings. This can be limiting as it requires a fairly capable machine to download the model, load it, and run inference.

An alternative is to support embeddings derived directly via the HuggingFaceHub. See this blog post for details. This implementation will set similar expectations as Cohere and OpenAI embeddings API.
@hwchase17
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i think this is a duplicate of #86 (with pr #125 )?

@delip
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delip commented Nov 14, 2022

My bad. Didn't see that. Closing the issue.

@delip delip closed this as completed Nov 14, 2022
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@delip @hwchase17