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main.txt
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from fastapi import FastAPI
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from gradio_client import Client
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from fastapi.middleware.cors import CORSMiddleware
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app = FastAPI()
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# Add CORS middleware to allow requests from any origin (for development)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_methods=["*"],
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allow_headers=["*"],
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)
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# Define a route for the prediction using FastAPI
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@app.post("/predict")
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async def predict(text: str):
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client = Client("https://randomshit11-randomshit11-fin-bert-1st-shit.hf.space/--replicas/pnvrn/")
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result = client.predict(
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"shorten", # str in 'Mode' Radio component
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text, # str in 'text' Textbox component
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5, # int | float (numeric value between 5 and 200) in 'Min length' Slider component
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128, # int | float (numeric value between 5 and 500) in 'Max length' Slider component
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api_name="/predict"
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)
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print(result)
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# Return the result as a response
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return {"result": result}
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