Hg endpoints (#836)
Added component to use an LLM model from Hugging Face Inference API.
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commit
251bf39830
2 changed files with 42 additions and 0 deletions
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src/backend/langflow/components/llms/HuggingFaceEndpoints.py
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src/backend/langflow/components/llms/HuggingFaceEndpoints.py
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from typing import Optional
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from langflow import CustomComponent
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from langchain.llms import HuggingFaceEndpoint
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from langchain.llms.base import BaseLLM
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class HuggingFaceEndpointsComponent(CustomComponent):
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display_name: str = "Hugging Face Inference API"
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description: str = "LLM model from Hugging Face Inference API."
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def build_config(self):
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return {
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"endpoint_url": {"display_name": "Endpoint URL", "password": True},
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"task": {
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"display_name": "Task",
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"type": "select",
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"options": ["text2text-generation", "text-generation", "summarization"],
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},
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"huggingfacehub_api_token": {"display_name": "API token", "password": True},
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"model_kwargs": {
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"display_name": "Model Keyword Arguments",
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"field_type": "code",
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},
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"code": {"show": False},
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}
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def build(
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self,
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endpoint_url: str,
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task="text2text-generation",
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huggingfacehub_api_token: Optional[str] = None,
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model_kwargs: Optional[dict] = None,
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) -> BaseLLM:
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try:
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output = HuggingFaceEndpoint(
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endpoint_url=endpoint_url,
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task=task,
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huggingfacehub_api_token=huggingfacehub_api_token,
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)
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except Exception as e:
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raise ValueError("Could not connect to HuggingFace Endpoints API.") from e
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return output
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0
src/backend/langflow/components/llms/__init__.py
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0
src/backend/langflow/components/llms/__init__.py
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