from fastapi import FastAPI
from transformers import pipeline

app = FastAPI()


pipe = pipeline("text-generation", model="MohamedSaeed-dev/gemma-2b-1500steps")

@app.post("/generate/")
async def generate_text(text:str):
    messages = [
        {"role": "user", "content": text},
    ]
    output = pipe(messages)
    return {"output": output[0]["generated_text"]}

@app.get("/")
async def root():
    return {"message": "Welcome to the LLM API!"}