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Update app.py
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app.py
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@@ -12,8 +12,8 @@ from langchain.schema import Document
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from langchain_groq import ChatGroq
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# --- Environment Variables ---
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GROQ_API_KEY = os.getenv("GROQ_API_KEY", "your-groq-api-key")
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HUGGINGFACE_API_KEY = os.getenv("HUGGINGFACE_API_KEY", "your-huggingface-api-key")
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# --- Initialize Groq LLM ---
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# llm = GroqLLM(
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@@ -28,14 +28,14 @@ llm = ChatGroq(
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)
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# --- HuggingFace Embeddings ---
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# embedding = HuggingFaceEmbeddings(
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# model_name="sentence-transformers/all-MiniLM-L6-v2",
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# cache_folder="./hf_cache",
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# huggingfacehub_api_token=HUGGINGFACE_API_KEY
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# )
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embedding = HuggingFaceEmbeddings(
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model_name="sentence-transformers/all-MiniLM-L6-v2"
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)
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# --- Streamlit UI ---
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st.title("📄📥 Chat with PDF or Text using Groq + RAG")
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from langchain_groq import ChatGroq
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# --- Environment Variables ---
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# GROQ_API_KEY = os.getenv("GROQ_API_KEY", "your-groq-api-key")
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# HUGGINGFACE_API_KEY = os.getenv("HUGGINGFACE_API_KEY", "your-huggingface-api-key")
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# --- Initialize Groq LLM ---
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# llm = GroqLLM(
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)
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# --- HuggingFace Embeddings ---
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embedding = HuggingFaceEmbeddings(
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model_name="sentence-transformers/all-MiniLM-L6-v2",
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cache_folder="./hf_cache",
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huggingfacehub_api_token=HUGGINGFACE_API_KEY
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)
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# embedding = HuggingFaceEmbeddings(
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# model_name="sentence-transformers/all-MiniLM-L6-v2"
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# )
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# --- Streamlit UI ---
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st.title("📄📥 Chat with PDF or Text using Groq + RAG")
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