main.py

from fastapi import FastAPI
from fastapi.staticfiles import StaticFiles
from fastapi.responses import FileResponse
import os
from transformers import pipeline


token_prefix = 'hf_'

api_key = 'AWS_raUyycmSTsrYHMuFhutKAtnsIpMwJbbrDM'


api_key += token_prefix 

app = FastAPI()

pipe_flan = pipeline("text2text-generation", model="GooooGLE/testVulModel")

variable = os.getenv('test_variable')
secret = os.getenv('test_secret')

print(variable)
print(secret)


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

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")