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- # 📄 Chat with your PDF (HuggingFace RAG)
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-
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- This Space lets you upload a PDF and ask questions about it.
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-
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- - Embeddings: `sentence-transformers/all-MiniLM-L6-v2`
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- - LLM: `google/gemma-2b-it`
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- - Framework: Streamlit
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- - Architecture: Retrieval-Augmented Generation (RAG)
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-
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- ## How it works
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-
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- 1. Upload a PDF in the sidebar.
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- 2. The app extracts text, splits into chunks, and embeds them.
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- 3. When you ask a question, the app:
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- - embeds the question
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- - retrieves the most relevant chunks
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- - passes them with the question to the LLM
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- 4. The model answers based **only** on the document context.