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feat: Enhance HuggingFaceEndpointsComponent with additional parameters #3846

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merged 12 commits into from
Sep 21, 2024

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edwinjosechittilappilly
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Enhance HuggingFaceEndpointsComponent with additional parameters

Changes

  • Add FloatInput for top_p, typical_p, temperature, and repetition_penalty
  • Update create_huggingface_endpoint and build_model methods to include new parameters
  • Set default values and info for new inputs
  • Updated Huggingface emebddings to utilise huggingface serverless inference

TODO

  • Update import from deprecated langchain_community.llms.huggingface_endpoint to the new package langchain_huggingface

update to use inference api from hugging face
- Add FloatInput for top_p, typical_p, temperature, and repetition_penalty
- Update create_huggingface_endpoint and build_model methods to include new parameters
- Set default values and info for new inputs

ToDo Need to update the Package
from langchain_community.llms.huggingface_endpoint import HuggingFaceEndpoint

since its depreciated.
@dosubot dosubot bot added size:L This PR changes 100-499 lines, ignoring generated files. enhancement New feature or request labels Sep 18, 2024
@github-actions github-actions bot added enhancement New feature or request and removed enhancement New feature or request labels Sep 18, 2024
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@edwinjosechittilappilly
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@jordanrfrazier @rodrigosnader can you review this PR when possible ?

Added Inference Endpoint as an input from user to support custom inference endpoints
@dosubot dosubot bot added the lgtm This PR has been approved by a maintainer label Sep 21, 2024
paper references removed
@edwinjosechittilappilly edwinjosechittilappilly removed the request for review from rodrigosnader September 21, 2024 19:01
@edwinjosechittilappilly edwinjosechittilappilly merged commit 1caba1c into main Sep 21, 2024
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@edwinjosechittilappilly edwinjosechittilappilly deleted the fix-huggingface-components branch September 21, 2024 19:08
diogocabral pushed a commit to headlinevc/langflow that referenced this pull request Nov 26, 2024
langflow-ai#3846)

* Update HuggingFaceInferenceAPIEmbeddings.py

update to use inference api from hugging face

* Enhance HuggingFaceEndpointsComponent with additional parameters

- Add FloatInput for top_p, typical_p, temperature, and repetition_penalty
- Update create_huggingface_endpoint and build_model methods to include new parameters
- Set default values and info for new inputs

ToDo Need to update the Package
from langchain_community.llms.huggingface_endpoint import HuggingFaceEndpoint

since its depreciated.

* Updated HuggingFaceModel Solving Lint Error

Updated HuggingFaceModel Solving Lint Error

* Update HuggingFaceModel.py

Added Inference Endpoint as an input from user to support custom inference endpoints

* Update HuggingFaceModel.py

paper references removed
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2 participants