from fastapi import FastAPI from transformers import pipeline # NOTE - we configure docs_url to serve the interactive Docs at the root path # of the app. This way, we can use the docs as a landing page for the app on Spaces. app = FastAPI(docs_url="/") pipe = pipeline("text2text-generation", model="google/flan-t5-small") @app.get("/generate") def generate(text: str): """ Using the text2text-generation pipeline from `transformers`, generate text from the given input text. The model used is `google/flan-t5-small`, which can be found [here](https://huggingface.co/google/flan-t5-small). """ output = pipe(text) return {"output": output[0]["generated_text"]}