main.py

import os
from fastapi import FastAPI, Request
from fastapi.staticfiles import StaticFiles
from fastapi.responses import HTMLResponse
from fastapi.templating import Jinja2Templates
from transformers import pipeline


app = FastAPI()


pipe_flan = pipeline("translation_xx_to_en", model="google/flan-t5-base")

@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")
templates = Jinja2Templates(directory="static")

@app.get("/", response_class=HTMLResponse)
async def index(request: Request):
    apikey = {"APIKEY": os.environ.get("API_KEY")}
    return templates.TemplateResponse("index.html", {"request": request,"apikey": apikey})