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

from transformers import pipeline

from pydantic import BaseModel

app = FastAPI()
summarizer = pipeline("summarization", model="Falconsai/text_summarization")

@app.get("/prediction")
def pre(input):
    output = summarizer(input)
    print(output)
    return {"output": output[0]}

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

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