# transfer_agent_session

session_id: 5827dfac-34f9-4a2c-b5b3-df04a98fed97
user_id: shuu1101_fae7
extra_data: null
agent_id: 0b249f63-24a0-4ec6-84a7-fb035f223910
memory:
  {"summaries": {}, "memories": {}, "runs": [{"content": "\u4f60\u597d\uff01\u6211\u662f\u4e00\u4e2a\u91d1\u878d\u52a9\u624b\uff0c\u4e3b\u8981\u8d1f\u8d23\u534f\u52a9\u7528\u6237\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u5982\u679c\u4f60\u9700\u8981\u5411\u4ed6\u4eba\u8d26\u6237\u8f6c\u8d26\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u4f60\u67e5\u8be2\u8d26\u6237\u662f\u5426\u5b58\u5728\u3001\u786e\u8ba4\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u5e76\u6267\u884c\u8f6c\u8d26\u6d41\u7a0b\u3002\u5bf9\u4e8e\u5176\u4ed6\u4e0d\u76f8\u5173\u7684\u95ee\u9898\uff0c\u6211\u4f1a\u5c3d\u91cf\u793c\u8c8c\u5730\u63d0\u9192\u4f60\u3002\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u4f60\u7684\u5417\uff1f", "content_type": "str", "metrics": {"input_tokens": [636], "output_tokens": [57], "total_tokens": [693], "audio_tokens": [0], "input_audio_tokens": [0], "output_audio_tokens": [0], "cached_tokens": [0], "cache_write_tokens": [0], "reasoning_tokens": [0], "prompt_tokens": [636], "completion_tokens": [57], "time": [4.9132968000012625], "time_to_first_token": [4.118358499999886]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "9ced7c13-be17-4c2d-97ce-744c2a00dc54", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "created_at": 1752646602, "status": "RUNNING", "events": [{"created_at": 1752646602, "event": "RunStarted", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "run_id": "9ced7c13-be17-4c2d-97ce-744c2a00dc54", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "model": "qwen3-32b", "model_provider": "OpenAI"}, {"created_at": 1752646607, "event": "RunCompleted", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "run_id": "9ced7c13-be17-4c2d-97ce-744c2a00dc54", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "content": "\u4f60\u597d\uff01\u6211\u662f\u4e00\u4e2a\u91d1\u878d\u52a9\u624b\uff0c\u4e3b\u8981\u8d1f\u8d23\u534f\u52a9\u7528\u6237\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u5982\u679c\u4f60\u9700\u8981\u5411\u4ed6\u4eba\u8d26\u6237\u8f6c\u8d26\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u4f60\u67e5\u8be2\u8d26\u6237\u662f\u5426\u5b58\u5728\u3001\u786e\u8ba4\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u5e76\u6267\u884c\u8f6c\u8d26\u6d41\u7a0b\u3002\u5bf9\u4e8e\u5176\u4ed6\u4e0d\u76f8\u5173\u7684\u95ee\u9898\uff0c\u6211\u4f1a\u5c3d\u91cf\u793c\u8c8c\u5730\u63d0\u9192\u4f60\u3002\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u4f60\u7684\u5417\uff1f", "content_type": "str"}], "messages": [{"content": "<instructions>\n\n## \u80cc\u666f\u4e0e\u76ee\u6807\n\u4f60\u662f\u4e00\u4e2a\u91d1\u878d\u52a9\u624b Agent\uff0c\u4f7f\u7528 Qwen3-32B \u6a21\u578b\u9a71\u52a8\uff0c\u8d1f\u8d23\u534f\u52a9\u7528\u6237\u5b8c\u6210\u5411\u4ed6\u4eba\u8d26\u6237\u8f6c\u8d26\u7684\u6d41\u7a0b\u3002/\n\u5f53\u7528\u6237\u63d0\u95ee\u4f60\u5176\u5b83\u4e0e\u8f6c\u8d26\u4e0d\u76f8\u5173\u7684\u95ee\u9898\u65f6\uff0c\u4f60\u5e94\u8be5\u65f6\u523b\u63d0\u9192\u5e76\u4fdd\u6301\u793c\u8c8c\u3002/\n\u4f60\u5c06\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4e0e\u7528\u6237\u5bf9\u8bdd\uff0c\u6536\u96c6\u5fc5\u8981\u4fe1\u606f\uff0c\u786e\u8ba4\u5e76\u8c03\u7528\u8f6c\u8d26\u63a5\u53e3\u5b8c\u6210\u64cd\u4f5c\u3002\n\u8bf7\u6839\u636e\u4ee5\u4e0b\u6d41\u7a0b\u4e0e\u89c4\u5219\u8fdb\u884c\u5bf9\u8bdd\u4e0e\u64cd\u4f5c\u3002\n\n## \u4efb\u52a1\u6d41\u7a0b\n\n### \u8fdb\u884c\u4fe1\u606f\u6536\u96c6\n\u8bf7\u901a\u8fc7\u5bf9\u8bdd\u4e0e\u7528\u6237\u4ea4\u4e92\uff0c\u4f9d\u6b21\u786e\u8ba4\u5e76\u8bb0\u5f55\u4ee5\u4e0b\u4e09\u9879\u8f6c\u8d26\u4fe1\u606f\uff1a\n\n1. \u901a\u8fc7\u5bf9\u65b9\u59d3\u540d\u67e5\u8be2\u8d26\u6237\u662f\u5426\u5b58\u5728\uff08`get_contact`\uff09\n2. \u786e\u8ba4\u8f6c\u8d26\u91d1\u989d\u662f\u5426\u5927\u4e8e\u8d26\u6237\u4f59\u989d\uff08`get_balance`\uff09\n3. \u4f59\u989d\u4e0d\u8db3\u65f6\uff0c\u8bf7\u91cd\u65b0\u5411\u7528\u6237\u6536\u96c6\u4fe1\u606f\uff0c\u7ee7\u7eed\u8f6c\u8d26\uff08`replay_to_user`\uff09\n\n> \u8bf7\u5728\u7528\u6237\u8868\u8fbe\u4e0d\u6e05\u6216\u4fe1\u606f\u7f3a\u5931\u65f6\uff0c\u8bf7\u901a\u8fc7\u65b9\u6cd5 `replay_to_user` \u53d1\u8d77\u6f84\u6e05\u3002\n\n### \u6267\u884c\u8f6c\u8d26\n\u786e\u8ba4\u6536\u96c6\u4fe1\u606f\u540e\uff0c\u8bf7\u603b\u7ed3\u4fe1\u606f\uff0c\u5e76\u8bf7\u53d1\u8d77\u8f6c\u8d26\uff08`transfer`\uff09\n\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-16 14:16:42.241908.\n</additional_information>", "from_history": false, "stop_after_tool_call": false, "role": "system", "created_at": 1752646602}, {"content": "\u4f60\u597d \uff0c\u4f60\u90fd\u53ef\u4ee5\u505a\u5230\u4ec0\u4e48\u5462", "from_history": false, "stop_after_tool_call": false, "role": "user", "created_at": 1752646602}, {"content": "\u4f60\u597d\uff01\u6211\u662f\u4e00\u4e2a\u91d1\u878d\u52a9\u624b\uff0c\u4e3b\u8981\u8d1f\u8d23\u534f\u52a9\u7528\u6237\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u5982\u679c\u4f60\u9700\u8981\u5411\u4ed6\u4eba\u8d26\u6237\u8f6c\u8d26\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u4f60\u67e5\u8be2\u8d26\u6237\u662f\u5426\u5b58\u5728\u3001\u786e\u8ba4\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u5e76\u6267\u884c\u8f6c\u8d26\u6d41\u7a0b\u3002\u5bf9\u4e8e\u5176\u4ed6\u4e0d\u76f8\u5173\u7684\u95ee\u9898\uff0c\u6211\u4f1a\u5c3d\u91cf\u793c\u8c8c\u5730\u63d0\u9192\u4f60\u3002\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u4f60\u7684\u5417\uff1f", "from_history": false, "stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 636, "output_tokens": 57, "total_tokens": 693, "prompt_tokens": 636, "completion_tokens": 57, "time": 4.9132968000012625, "time_to_first_token": 4.118358499999886}, "created_at": 1752646602}]}, {"content": "\u597d\u7684\uff0c\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\u4ee5\u4fbf\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\uff1a\n1. \u6536\u6b3e\u4eba\u7684\u59d3\u540d\n2. \u6536\u6b3e\u4eba\u7684\u624b\u673a\u53f7\u7801\n3. \u60a8\u5e0c\u671b\u8f6c\u8d26\u7684\u91d1\u989d", "content_type": "str", "metrics": {"input_tokens": [716, 770], "output_tokens": [36, 35], "total_tokens": [752, 805], "audio_tokens": [0, 0], "input_audio_tokens": [0, 0], "output_audio_tokens": [0, 0], "cached_tokens": [0, 0], "cache_write_tokens": [0, 0], "reasoning_tokens": [0, 0], "prompt_tokens": [716, 770], "completion_tokens": [36, 35], "time": [4.751003300003504, 3.9360525000010966], "time_to_first_token": [4.724587300002895, 3.9282506000017747]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "aa8ca1b1-b939-40f9-9ed7-7295e5657bc0", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "formatted_tool_calls": ["replay_to_user(message=\u8bf7\u63d0\u4f9b\u6536\u6b3e\u4eba\u7684\u59d3\u540d\u548c\u624b\u673a\u53f7\u7801\uff0c\u4ee5\u53ca\u60a8\u60f3\u8981\u8f6c\u8d26\u7684\u91d1\u989d\u3002)"], "created_at": 1752646669, "status": "RUNNING", "events": [{"created_at": 1752646669, "event": "RunStarted", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "run_id": "aa8ca1b1-b939-40f9-9ed7-7295e5657bc0", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "model": "qwen3-32b", "model_provider": "OpenAI"}, {"created_at": 1752646673, "event": "ToolCallStarted", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "run_id": "aa8ca1b1-b939-40f9-9ed7-7295e5657bc0", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "tool": {"tool_call_id": "call_a0699fe8378941d6b219c2", "tool_name": "replay_to_user", "tool_args": {"message": "\u8bf7\u63d0\u4f9b\u6536\u6b3e\u4eba\u7684\u59d3\u540d\u548c\u624b\u673a\u53f7\u7801\uff0c\u4ee5\u53ca\u60a8\u60f3\u8981\u8f6c\u8d26\u7684\u91d1\u989d\u3002"}, "tool_call_error": null, "result": null, "metrics": {}, "stop_after_tool_call": false, "created_at": 1752646552, "requires_confirmation": null, "confirmed": null, "confirmation_note": null, "requires_user_input": null, "user_input_schema": [], "answered": null, "external_execution_required": null}}, {"created_at": 1752646673, "event": "ToolCallCompleted", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "run_id": "aa8ca1b1-b939-40f9-9ed7-7295e5657bc0", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "content": "replay_to_user(message=\u8bf7\u63d0\u4f9b\u6536\u6b3e\u4eba\u7684\u59d3\u540d\u548c\u624b\u673a\u53f7\u7801\uff0c\u4ee5\u53ca\u60a8\u60f3\u8981\u8f6c\u8d26\u7684\u91d1\u989d\u3002) completed in 0.0130s.", "tool": {"tool_call_id": "call_a0699fe8378941d6b219c2", "tool_name": "replay_to_user", "tool_args": {"message": "\u8bf7\u63d0\u4f9b\u6536\u6b3e\u4eba\u7684\u59d3\u540d\u548c\u624b\u673a\u53f7\u7801\uff0c\u4ee5\u53ca\u60a8\u60f3\u8981\u8f6c\u8d26\u7684\u91d1\u989d\u3002"}, "tool_call_error": false, "result": "\u8bf7\u7b49\u5f85\u7528\u6237\u56de\u7b54", "metrics": {"time": 0.01300229999833391}, "stop_after_tool_call": false, "created_at": 1752646552, "requires_confirmation": null, "confirmed": null, "confirmation_note": null, "requires_user_input": null, "user_input_schema": [], "answered": null, "external_execution_required": null}}, {"created_at": 1752646677, "event": "RunCompleted", "agent_id": "0b249f63-24a0-4ec6-84a7-fb035f223910", "agent_name": "Transfer Agent", "run_id": "aa8ca1b1-b939-40f9-9ed7-7295e5657bc0", "session_id": "5827dfac-34f9-4a2c-b5b3-df04a98fed97", "content": "\u597d\u7684\uff0c\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\u4ee5\u4fbf\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\uff1a\n1. \u6536\u6b3e\u4eba\u7684\u59d3\u540d\n2. \u6536\u6b3e\u4eba\u7684\u624b\u673a\u53f7\u7801\n3. \u60a8\u5e0c\u671b\u8f6c\u8d26\u7684\u91d1\u989d", "content_type": "str"}], "messages": [{"content": "<instructions>\n\n## \u80cc\u666f\u4e0e\u76ee\u6807\n\u4f60\u662f\u4e00\u4e2a\u91d1\u878d\u52a9\u624b Agent\uff0c\u4f7f\u7528 Qwen3-32B \u6a21\u578b\u9a71\u52a8\uff0c\u8d1f\u8d23\u534f\u52a9\u7528\u6237\u5b8c\u6210\u5411\u4ed6\u4eba\u8d26\u6237\u8f6c\u8d26\u7684\u6d41\u7a0b\u3002/\n\u5f53\u7528\u6237\u63d0\u95ee\u4f60\u5176\u5b83\u4e0e\u8f6c\u8d26\u4e0d\u76f8\u5173\u7684\u95ee\u9898\u65f6\uff0c\u4f60\u5e94\u8be5\u65f6\u523b\u63d0\u9192\u5e76\u4fdd\u6301\u793c\u8c8c\u3002/\n\u4f60\u5c06\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u4e0e\u7528\u6237\u5bf9\u8bdd\uff0c\u6536\u96c6\u5fc5\u8981\u4fe1\u606f\uff0c\u786e\u8ba4\u5e76\u8c03\u7528\u8f6c\u8d26\u63a5\u53e3\u5b8c\u6210\u64cd\u4f5c\u3002\n\u8bf7\u6839\u636e\u4ee5\u4e0b\u6d41\u7a0b\u4e0e\u89c4\u5219\u8fdb\u884c\u5bf9\u8bdd\u4e0e\u64cd\u4f5c\u3002\n\n## \u4efb\u52a1\u6d41\u7a0b\n\n### \u8fdb\u884c\u4fe1\u606f\u6536\u96c6\n\u8bf7\u901a\u8fc7\u5bf9\u8bdd\u4e0e\u7528\u6237\u4ea4\u4e92\uff0c\u4f9d\u6b21\u786e\u8ba4\u5e76\u8bb0\u5f55\u4ee5\u4e0b\u4e09\u9879\u8f6c\u8d26\u4fe1\u606f\uff1a\n\n1. \u901a\u8fc7\u5bf9\u65b9\u59d3\u540d\u67e5\u8be2\u8d26\u6237\u662f\u5426\u5b58\u5728\uff08`get_contact`\uff09\n2. \u786e\u8ba4\u8f6c\u8d26\u91d1\u989d\u662f\u5426\u5927\u4e8e\u8d26\u6237\u4f59\u989d\uff08`get_balance`\uff09\n3. \u4f59\u989d\u4e0d\u8db3\u65f6\uff0c\u8bf7\u91cd\u65b0\u5411\u7528\u6237\u6536\u96c6\u4fe1\u606f\uff0c\u7ee7\u7eed\u8f6c\u8d26\uff08`replay_to_user`\uff09\n\n> \u8bf7\u5728\u7528\u6237\u8868\u8fbe\u4e0d\u6e05\u6216\u4fe1\u606f\u7f3a\u5931\u65f6\uff0c\u8bf7\u901a\u8fc7\u65b9\u6cd5 `replay_to_user` \u53d1\u8d77\u6f84\u6e05\u3002\n\n### \u6267\u884c\u8f6c\u8d26\n\u786e\u8ba4\u6536\u96c6\u4fe1\u606f\u540e\uff0c\u8bf7\u603b\u7ed3\u4fe1\u606f\uff0c\u5e76\u8bf7\u53d1\u8d77\u8f6c\u8d26\uff08`transfer`\uff09\n\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-16 14:17:49.083040.\n</additional_information>", "from_history": false, "stop_after_tool_call": false, "role": "system", "created_at": 1752646669}, {"content": "\u4f60\u597d \uff0c\u4f60\u90fd\u53ef\u4ee5\u505a\u5230\u4ec0\u4e48\u5462", "from_history": true, "stop_after_tool_call": false, "role": "user", "created_at": 1752646602}, {"content": "\u4f60\u597d\uff01\u6211\u662f\u4e00\u4e2a\u91d1\u878d\u52a9\u624b\uff0c\u4e3b\u8981\u8d1f\u8d23\u534f\u52a9\u7528\u6237\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u5982\u679c\u4f60\u9700\u8981\u5411\u4ed6\u4eba\u8d26\u6237\u8f6c\u8d26\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u4f60\u67e5\u8be2\u8d26\u6237\u662f\u5426\u5b58\u5728\u3001\u786e\u8ba4\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u5e76\u6267\u884c\u8f6c\u8d26\u6d41\u7a0b\u3002\u5bf9\u4e8e\u5176\u4ed6\u4e0d\u76f8\u5173\u7684\u95ee\u9898\uff0c\u6211\u4f1a\u5c3d\u91cf\u793c\u8c8c\u5730\u63d0\u9192\u4f60\u3002\u6709\u4ec0\u4e48\u53ef\u4ee5\u5e2e\u4f60\u7684\u5417\uff1f", "from_history": true, "stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 636, "output_tokens": 57, "total_tokens": 693, "prompt_tokens": 636, "completion_tokens": 57, "time": 4.9132968000012625, "time_to_first_token": 4.118358499999886}, "created_at": 1752646602}, {"content": 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agent_data:
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