Update app.py
Browse files
app.py
CHANGED
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import gradio as gr
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from langchain.agents import Agent
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from
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from
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from
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# Initialize the LLM from Hugging Face Hub
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llm =
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# Initialize embeddings
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embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
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import os
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import gradio as gr
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from langchain.agents import Agent
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from langchain_community.llms import HuggingFaceEndpoint
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from langchain_community.vectorstores import FAISS
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from langchain_community.embeddings import HuggingFaceEmbeddings
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# Set Hugging Face API token
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HUGGINGFACEHUB_API_TOKEN = os.getenv('HUGGINGFACEHUB_API_TOKEN', 'your_huggingface_api_token_here')
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# Initialize the LLM from Hugging Face Hub
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llm = HuggingFaceEndpoint(endpoint_url="https://api-inference.huggingface.co/models/gpt2",
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headers={"Authorization": f"Bearer {HUGGINGFACEHUB_API_TOKEN}"})
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# Initialize embeddings
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embeddings = HuggingFaceEmbeddings(model_name="sentence-transformers/all-MiniLM-L6-v2")
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