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| import os | |
| import json | |
| import re | |
| from config import MODEL | |
| try: | |
| from groq import Groq | |
| except Exception: | |
| Groq = None | |
| def init_groq_client(): | |
| api_key = os.getenv("GROQ_API_KEY") | |
| if not api_key or Groq is None: | |
| return None | |
| return Groq(api_key=api_key) | |
| def ask_groq_for_matches(system, user, model=MODEL): | |
| client = init_groq_client() | |
| if not client: | |
| raise RuntimeError("Groq client not initialized.") | |
| resp = client.chat.completions.create( | |
| model=model, | |
| messages=[ | |
| {"role": "system", "content": system}, | |
| {"role": "user", "content": user}, | |
| ], | |
| ) | |
| content = resp.choices[0].message.content or "" | |
| match = re.search(r"(\[\s*\{[\s\S]*?\}\s*\])", content) | |
| if not match: | |
| raise RuntimeError("No JSON array found.") | |
| return json.loads(match.group(1)) | |