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Delete app.py
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app.py
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# app.py (repo root)
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import gradio as gr
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from day3.rag_system import RAGPipeline
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# separate persistent dir for Spaces
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rag = RAGPipeline(persist_dir="./chroma_db_space", collection_name="pdf_docs")
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def chat_with_pdf(pdf_file, question):
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if pdf_file is None or not question:
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return "Please upload a PDF and enter a question."
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# index uploaded PDF (idempotent for small demos)
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rag.index_document(pdf_file.name, doc_id_prefix="upload")
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out = rag.query(question, k=4)
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return out["answer"]
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demo = gr.Interface(
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fn=chat_with_pdf,
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inputs=[gr.File(label="Upload PDF", file_types=[".pdf"]),
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gr.Textbox(label="Ask a question")],
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outputs=gr.Textbox(label="Answer"),
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title="PDF RAG (Chroma + Groq)",
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description="Upload a PDF, ask a question. Uses Chroma for retrieval and Groq LLM for answering."
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)
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if __name__ == "__main__":
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demo.launch()
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