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AI-Powered Document Q&A Bot Stack: Python, LangChain, OpenAI, FAISS, Streamlit, FastAPI Highlights: Upload PDF → Chunk → Vectorize → Search → Answer using GPT Shows LLM, vector DB, chatbot flow Production-quality backend with LangChain and caching

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""" ## AI-Powered Document Q&A Bot

Upload a PDF and ask questions. Uses LangChain, FAISS, and OpenAI.

## Run Instructions:
1. Install: `pip install -r requirements.txt`
2. Run API: `uvicorn app.main:app --reload`
3. Run Streamlit: `streamlit run streamlit_ui/app.py`

"""

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AI-Powered Document Q&A Bot Stack: Python, LangChain, OpenAI, FAISS, Streamlit, FastAPI Highlights: Upload PDF → Chunk → Vectorize → Search → Answer using GPT Shows LLM, vector DB, chatbot flow Production-quality backend with LangChain and caching

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