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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
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# create a new FASTAPI app instance
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app = Fastapi()
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# Initialize the text generation pipleline
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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": "Welcome to the Text Generation API"}
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@app.get("/generate")
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def generate(text:str):
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# use pipelibe to generate text from given text as input param
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output = pipe(text)
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# return the generated text in Json response
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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 pipleline
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pipe = pipeline("text2text-generation", model="google/flan-t5-small")
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+
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@app.get("/")
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def home():
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return {"message": "Welcome to the Text Generation API"}
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+
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@app.get("/generate")
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def generate(text:str):
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# use pipelibe to generate text from given text as input param
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output = pipe(text)
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# return the generated text in Json response
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return {"output":output[0]['generated_text']}
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