Create app.py
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app.py
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from fastapi import FastAPI, Request
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from fastapi.responses import JSONResponse
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from fastapi.middleware.cors import CORSMiddleware
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from pydantic import BaseModel
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from llmeval import LLM_as_Evaluator
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app = FastAPI()
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# CORS configuration
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origins = ["*"] # Allow all origins; specify domains in production
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app.add_middleware(
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CORSMiddleware,
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allow_origins=origins, # Allows all origins
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allow_credentials=True,
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allow_methods=["*"], # Allows all HTTP methods
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allow_headers=["*"], # Allows all headers
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)
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le=LLM_as_Evaluator()
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# Pydantic model for request body
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class EvalInput(BaseModel):
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promptversion: str
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evaluator_type;str
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@app.post("/evaluate")
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async def evaluation(request:EvalInput):
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prompt_version = request.promptversion
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evaluator_type=request.evaluator_type
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match evaluator_type:
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case "ParadigmIdentification":
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le.Paradigm_LLM_Evaluator(prompt_version)
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# Example processing (replace with actual logic)
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return JSONResponse(content={"evalsuccessful":True},status_code=200)
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