| 281 | self.client = Supermemory(api_key=os.getenv("SUPERMEMORY_API_KEY")) |
| 282 | |
| 283 | def add(self, messages, user_id): |
| 284 | content = "\n".join( |
| 285 | [f"{msg['chat_time']} {msg['role']}: {msg['content']}" for msg in messages] |
| 286 | ) |
| 287 | max_retries = 5 |
| 288 | for attempt in range(max_retries): |
| 289 | try: |
| 290 | self.client.memories.add(content=content, container_tag=user_id) |
| 291 | break |
| 292 | except Exception as e: |
| 293 | if attempt < max_retries - 1: |
| 294 | time.sleep(2**attempt) |
| 295 | else: |
| 296 | raise e |
| 297 | |
| 298 | def search(self, query, user_id, top_k): |
| 299 | max_retries = 10 |