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Create app.py
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app.py
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# app.py
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from fastapi import FastAPI, HTTPException
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from pydantic import BaseModel
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from chatbot_model import ChatbotModel
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# Initialize FastAPI
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app = FastAPI()
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# Load your model (e.g., "gpt2")
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chatbot_model = ChatbotModel("gpt2") # Modify this based on the model you want to use
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class ChatRequest(BaseModel):
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message: str
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@app.post("/chat/")
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async def chat(request: ChatRequest):
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try:
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bot_response = chatbot_model.get_response(request.message)
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return {"response": bot_response}
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except Exception as e:
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raise HTTPException(status_code=500, detail=str(e))
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