Upload app.py
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app.py
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# -*- coding: utf-8 -*-
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"""app.py
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Automatically generated by Colab.
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Original file is located at
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https://colab.research.google.com/drive/14li2A2e6uXyOUJztPqqlallXTtuGJTGl
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"""
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from fastapi import FastAPI
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from pydantic import BaseModel
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from transformers import pipeline
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# Init FastAPI
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app = FastAPI(title="FastAPI Inference Template", version="1.0")
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# Example model (can be swapped out easily)
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model = pipeline("sentiment-analysis")
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# Request schema
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class InferenceRequest(BaseModel):
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text: str
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# Root check
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@app.get("/")
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def root():
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return {"status": "ok", "message": "Inference API is live"}
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# Predict endpoint
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@app.post("/predict")
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def predict(request: InferenceRequest):
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result = model(request.text)
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return {"input": request.text, "output": result}
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