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Update app.py
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app.py
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from fastapi import FastAPI
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from transformers import pipeline
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#Create a new FastAPI app instance
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app = FastAPI()
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#Initialize the text generation pipeline
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#This function will be able to generate text
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#given an input
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pipe = pipeline("text2text-generation",
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model="google/flan-t5-small")
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@app.get("/generate")
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def generate(text: str):
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#Use the pipeline to generate text from the given input text
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output = pipe(text)
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#Return the generated text in a JSON response
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return {"output": output[0]["generated_text"]}
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