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Download app.py from adi21singh/text2text: direct link, hf CLI and curl.
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https://huggingface.co/spaces/adi21singh/text2text/resolve/main/app.py
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hf download hf://spaces/adi21singh/text2text/app.py
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curl -L -o app.py https://huggingface.co/spaces/adi21singh/text2text/resolve/main/app.py
565 Bytes
| from fastapi import FastAPI | |
| from transformers import pipeline | |
| ##create a new FastApi app instance | |
| app=FastAPI() | |
| # Initialize the text generation pipeline | |
| pipe=pipeline("text2text-generation", model="google/flan-t5-small") | |
| def home(): | |
| return {"message":"Hello world"} | |
| #define a function to handle the Get request '/generate' | |
| def generate(text:str): | |
| ## use the pipeline to generate text from the given input text | |
| output=pipe(text) | |
| ##return the generated text | |
| return{"output":output[0]['generated_text']} |