Log LLM request Args: messages: Message list tools: Tool list (optional)
(self, messages: list[Message], tools: list[Any] | None = None)
| 41 | f.write("=" * 80 + "\n\n") |
| 42 | |
| 43 | def log_request(self, messages: list[Message], tools: list[Any] | None = None): |
| 44 | """Log LLM request |
| 45 | |
| 46 | Args: |
| 47 | messages: Message list |
| 48 | tools: Tool list (optional) |
| 49 | """ |
| 50 | self.log_index += 1 |
| 51 | |
| 52 | # Build complete request data structure |
| 53 | request_data = { |
| 54 | "messages": [], |
| 55 | "tools": [], |
| 56 | } |
| 57 | |
| 58 | # Convert messages to JSON serializable format |
| 59 | for msg in messages: |
| 60 | msg_dict = { |
| 61 | "role": msg.role, |
| 62 | "content": msg.content, |
| 63 | } |
| 64 | if msg.thinking: |
| 65 | msg_dict["thinking"] = msg.thinking |
| 66 | if msg.tool_calls: |
| 67 | msg_dict["tool_calls"] = [tc.model_dump() for tc in msg.tool_calls] |
| 68 | if msg.tool_call_id: |
| 69 | msg_dict["tool_call_id"] = msg.tool_call_id |
| 70 | if msg.name: |
| 71 | msg_dict["name"] = msg.name |
| 72 | |
| 73 | request_data["messages"].append(msg_dict) |
| 74 | |
| 75 | # Only record tool names |
| 76 | if tools: |
| 77 | request_data["tools"] = [tool.name for tool in tools] |
| 78 | |
| 79 | # Format as JSON |
| 80 | content = "LLM Request:\n\n" |
| 81 | content += json.dumps(request_data, indent=2, ensure_ascii=False) |
| 82 | |
| 83 | self._write_log("REQUEST", content) |
| 84 | |
| 85 | def log_response( |
| 86 | self, |