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Published 20 hours ago • verified publisher icon langflow-ai

feat: Enhance HuggingFace Embeddings Inference component

Open edwinjosechittilappilly opened this issue 5 months ago • 1 comments

Description

This PR enhances the HuggingFaceInferenceAPIEmbeddings component to improve its functionality, error handling, and support for local/remote inference deployments.

Key Changes

  • Updated component display name and description for better clarity
  • Added API URL validation method to ensure valid URLs
  • Implemented local URL detection for easier local deployments
  • Added support for dummy API key when using local URLs
  • Improved error handling for API key and URL requirements
  • Updated documentation link to the official HuggingFace HuggingFace Text Embeddings Inference (TEI) Documentation: https://huggingface.co/docs/text-embeddings-inference/local_gpu

Benefits

  • Improved user experience with clearer component description
  • Enhanced error messages for easier troubleshooting

Testing

  • Tested with both local API URLs
  • Verified error handling for invalid inputs

https://github.com/user-attachments/assets/dab21db8-f1bb-4119-b944-07656d95a652

edwinjosechittilappilly avatar Sep 11 '24 01:09 edwinjosechittilappilly