handler.py

# handler.py

import requests

# Replace this with your actual model URL (must be PUBLIC!)
MODEL_URL = "https://api-inference.huggingface.co/models/CLASSIFIED-HEX/X"

def generate_text(prompt, max_tokens=250, temperature=0.7, top_p=0.95, top_k=50, repetition_penalty=1.2, trim_output=False):
    payload = {
        "inputs": prompt,
        "parameters": {
            "max_new_tokens": max_tokens,
            "temperature": temperature,
            "top_p": top_p,
            "top_k": top_k,
            "repetition_penalty": repetition_penalty
        }
    }

    try:
        response = requests.post(MODEL_URL, json=payload)

        if response.status_code != 200:
            return f"❌ Error {response.status_code}: {response.text}"

        result = response.json()
        text = result[0].get("generated_text", "") if isinstance(result, list) else result.get("generated_text", "")

        if trim_output and text.startswith(prompt):
            text = text[len(prompt):].lstrip()

        return text or "⚠️ No output returned."

    except Exception as e:
        return f"🔥 Generation failed: {str(e)}"