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Support cohere embeddings #8

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deadbits opened this issue Sep 4, 2023 · 1 comment
Open

Support cohere embeddings #8

deadbits opened this issue Sep 4, 2023 · 1 comment
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@deadbits
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cohere Cohere models embeddings Text embeddings for scanner and db enhancement New feature or request

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@deadbits
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deadbits commented Sep 4, 2023

Add support for Cohere embeddings

  • Create datasets for Huggingface
  • Update vectordb scanner to use Cohere as custom embedding function
  • Update config parser to load Cohere model choice and API key
import cohere
co = cohere.Client(API_KEY)
response = co.embed(
  model='embed-english-v2.0',
  texts=[""])
print('Embeddings: {}'.format(response.embeddings))
@deadbits deadbits added enhancement New feature or request embeddings Text embeddings for scanner and db cohere Cohere models labels Sep 4, 2023
@deadbits deadbits self-assigned this Sep 4, 2023
@krrishdholakia krrishdholakia mentioned this issue Sep 25, 2023
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@ishaan-jaff
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hi @deadbits I'm the maintainer of LiteLLM. We've added support for Cohere embedding models: https://docs.litellm.ai/docs/embedding/supported_embedding#cohere-embedding-models

You can call it using the OpenAI embedding Input/Output format

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cohere Cohere models embeddings Text embeddings for scanner and db enhancement New feature or request
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@deadbits @ishaan-jaff