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from fastapi import FastAPI, HTTPException |
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from pydantic import BaseModel |
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from rag_system import RAGSystem |
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class QuestionRequest(BaseModel): |
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question: str |
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app = FastAPI( |
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title="ECC Compliance Assistant API", |
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description="Ask questions based on the ECC Cybersecurity Guide using RAG", |
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version="1.0.0" |
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) |
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rag = RAGSystem(vector_db_path="vector_db") |
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rag.load_vectorstore() |
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rag.load_llm() |
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rag.get_prompt_template() |
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@app.post("/ask") |
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async def ask_question(data: QuestionRequest): |
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try: |
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answer = rag.ask_question(data.question) |
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return {"question": data.question, "answer": answer} |
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except Exception as e: |
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raise HTTPException(status_code=500, detail=str(e)) |
