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9aacd06
1 Parent(s): 21c0667

Update app.py

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  1. app.py +24 -0
app.py CHANGED
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+ from fastapi import FastApi
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+ from transformers import pipeline
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+
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+ #create fastapi instance
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+ app = FastApi()
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+
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+ #initilize the text pipeline
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+ # Use a pipeline as a high-level helper
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+
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+
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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 {"retuen mess : hello world"}
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+ #defin function get handle the get requests
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+ @app.get(/generate)
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+ def generate(text:str):
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+ #using the pipeline
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+ output = pipe(text)
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+
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+ ##retuen the text in json
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+ return{"output":output[0]["generate_text"]}
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+