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Test / main.py

SpacesExamples fastapi_t5

5dff497 6 months ago

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	from fastapi import FastAPI
	from fastapi.staticfiles import StaticFiles
	from fastapi.responses import FileResponse

	from transformers import pipeline

	app = FastAPI()

	pipe_flan = pipeline("text2text-generation", model="google/flan-t5-small")

	@app.get("/infer_t5")
	def t5(input):
	output = pipe_flan(input)
	return {"output": output[0]["generated_text"]}

	app.mount("/", StaticFiles(directory="static", html=True), name="static")

	@app.get("/")
	def index() -> FileResponse:
	return FileResponse(path="/app/static/index.html", media_type="text/html")