model.py

import os
from groq import Groq

def generate(prompt: str, max_tokens: int = 800) -> str:
    client = Groq(api_key=os.environ["GROQ_API_KEY"])
    response = client.chat.completions.create(
        model="llama-3.1-8b-instant",
        messages=[
            {"role": "system", "content": "You are an HOA document analyst. Respond with valid JSON only. No text outside the JSON object."},
            {"role": "user", "content": prompt}
        ],
        max_tokens=max_tokens,
        temperature=0.1,
    )
    return response.choices[0].message.content