Update app.py
Browse files
app.py
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from fastapi import FastAPI
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from transformers import pipeline
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#creating a new FastAPI app instance
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app=FastAPI()
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# calling Hugging Face Model from pipeline
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# here I am using, google/flan-t5-small (Text2Text Generating Model)
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pipe = pipeline("text2text-generation", model="google/flan-t5-small")
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#creating routes
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@app.get("/")
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def home():
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return {"Gearing Up! at Homepage"}
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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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#returning generated text in json response
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return {"output":output[0]['
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from fastapi import FastAPI
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from transformers import pipeline
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#creating a new FastAPI app instance
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app=FastAPI()
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+
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# calling Hugging Face Model from pipeline
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# here I am using, google/flan-t5-small (Text2Text Generating Model)
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pipe = pipeline("text2text-generation", model="google/flan-t5-small")
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#creating routes
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@app.get("/")
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def home():
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return {"Gearing Up! at Homepage"}
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+
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#define a function to handle the GET request at '/generate'
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+
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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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#returning generated text in json response
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return {"output": output[0]['generated_text']}
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