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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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pipe = pipeline('text2text-generation', model='google/fan-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 hancle the GET request as '/generate'
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@app.get("/generate")
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def generate_text(prompt: str):
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## use the pipeline to generate text from given input prompt
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output = pipe(prompt, max_length=50, do_sample=True, temperature=0.6)
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## return the generate text in JSON format
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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/fan-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 hancle the GET request as '/generate'
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@app.get("/generate")
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def generate_text(prompt: str):
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## use the pipeline to generate text from given input prompt
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output = pipe(prompt, max_length=50, do_sample=True, temperature=0.6)
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## return the generate text in JSON format
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return {"output": output[0]['generated_text']}
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