from fastapi import FastAPI

app = FastAPI()

@app.post("/fine-tune")
def fine_tune_model():
    import subprocess
    result = subprocess.run(["python", "fine_tune.py"], capture_output=True, text=True)
    if result.returncode == 0:
        return {"status": "Fine-tuning completed successfully!", "logs": result.stdout}
    else:
        raise HTTPException(status_code=500, detail=f"Error during fine-tuning: {result.stderr}")