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Upload app.py
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koushikroy
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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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pipe = pipeline("text2text-generation", model="google/flan-t5-small")
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@app.get("/")
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def home():
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return {"message":"Hello World"}
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# Define a function to handle the GET request at `/generate`
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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 given input text
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output=pipe(text)
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## return the generate text in Json reposne
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return {"output":output[0]['generated_text']}
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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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pipe = pipeline("text2text-generation", model="google/flan-t5-small")
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@app.get("/")
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def home():
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return {"message":"Hello World"}
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# Define a function to handle the GET request at `/generate`
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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 given input text
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output=pipe(text)
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## return the generate text in Json reposne
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return {"output":output[0]['generated_text']}
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