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from fastapi import FastAPI
from transformers import pipeline
from fastapi.staticfiles import StaticFiles
from starlette.responses import FileResponse
pipe_flan = pipeline("text2text-generation", model="google/flan-t5-small")
app = FastAPI()
@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")
def index() -> FileResponse:
return FileResponse(path="/app/static/index.html", media_type="text/html") |