# agent_sessions

session_id: 325
user_id: test_user
extra_data: null
agent_id: 66bb67e1-c849-448e-b586-5cfa9a89a17c
memory:
  {"summaries": {}, "memories": {"test_user": {"b4df4eaf-f11a-4ad9-8779-194d8c7f91f4": {"memory_id": "b4df4eaf-f11a-4ad9-8779-194d8c7f91f4", "memory": "Li Si enjoys playing basketball.", "topics": ["hobbies"], "last_updated": "2025-07-24T17:14:34.624713", "input": "\u6211\u53eb\u674e\u56db\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403\u3002"}, "ad90e310-6fd5-4d98-ba64-c2574b8bb1a7": {"memory_id": "ad90e310-6fd5-4d98-ba64-c2574b8bb1a7", "memory": "Li Si is 13 years old.", "topics": ["age"], "last_updated": "2025-07-24T17:14:31.955897", "input": "\u6211\u53eb\u674e\u56db\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403\u3002"}, "7292c6ac-ae89-45ca-92a8-8e13982c4f76": {"memory_id": "7292c6ac-ae89-45ca-92a8-8e13982c4f76", "memory": "User's name is Li Si.", "topics": ["name"], "last_updated": "2025-07-24T17:14:29.365393", "input": "\u6211\u53eb\u674e\u56db\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403\u3002"}, "3098df37-45f6-43b3-8ad0-07defdea71a4": {"memory_id": "3098df37-45f6-43b3-8ad0-07defdea71a4", "memory": "Zhang San enjoys playing basketball.", "topics": ["hobbies"], "last_updated": "2025-07-23T17:07:12.067861", "input": "\u6211\u53eb\u5f20\u4e09\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403"}, "0d19cac9-bc8f-42d1-adb3-0eef1f5aef11": {"memory_id": "0d19cac9-bc8f-42d1-adb3-0eef1f5aef11", "memory": "User is 13 years old.", "topics": ["age"], "last_updated": "2025-07-23T17:07:07.035529", "input": "\u6211\u53eb\u5f20\u4e09\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403"}, "2983d5dd-f081-4dfb-a2e7-06c5eab64592": {"memory_id": "2983d5dd-f081-4dfb-a2e7-06c5eab64592", "memory": "User's name is Zhang San.", "topics": ["name"], "last_updated": "2025-07-23T17:07:01.908206", "input": "\u6211\u53eb\u5f20\u4e09\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403"}, "915f5b79-e5a1-4ea7-af95-c973d0907aaf": {"memory_id": "915f5b79-e5a1-4ea7-af95-c973d0907aaf", "memory": "Zhang San enjoys playing basketball.", "topics": ["interests"], "last_updated": "2025-07-23T17:04:02.447736", "input": "\u6211\u53eb\u5f20\u4e09\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403"}, "aafe77a2-0fc4-417a-8efe-0c3a94bf36a1": {"memory_id": "aafe77a2-0fc4-417a-8efe-0c3a94bf36a1", "memory": "User is 13 years old.", "topics": ["age"], "last_updated": "2025-07-23T17:03:56.765084", "input": "\u6211\u53eb\u5f20\u4e09\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403"}, "4aac94b0-2bf0-4551-8d74-bc1730e95abf": {"memory_id": "4aac94b0-2bf0-4551-8d74-bc1730e95abf", "memory": "User's name is Zhang San.", "topics": ["name"], "last_updated": "2025-07-23T17:03:51.553071", "input": "\u6211\u53eb\u5f20\u4e09\uff0c\u4eca\u5e7413\u5c81\uff0c\u559c\u6b22\u6253\u7bee\u7403"}, "9771ac18-411c-4cd4-b5a6-c59a6e9581cc": {"memory_id": "9771ac18-411c-4cd4-b5a6-c59a6e9581cc", "memory": "User wants to become a streamer.", "topics": ["career"], "last_updated": "2025-07-23T15:40:11.735668", "input": "\u6211\u60f3\u5f53\u4e3b\u64ad"}, "43b4a48b-bd9e-43fd-aad8-9a0278b82ece": {"memory_id": "43b4a48b-bd9e-43fd-aad8-9a0278b82ece", "memory": "User's name is Wang Wu.", "topics": ["name"], "last_updated": "2025-07-23T15:39:23.266282", "input": "\u738b\u4e94"}, "a25f6f83-f76b-4002-84b2-806585446fcf": {"memory_id": "a25f6f83-f76b-4002-84b2-806585446fcf", "memory": "User wants to operate an excavator.", "topics": ["interests"], "last_updated": "2025-07-23T15:35:14.194277", "input": "\u6211\u60f3\u5f00\u6316\u6398\u673a"}, "0a25b562-e258-47c4-aeaf-1b289258db89": {"memory_id": "0a25b562-e258-47c4-aeaf-1b289258db89", "memory": "User's name is Li Si.", "topics": ["name"], "last_updated": "2025-07-23T15:18:12.953877", "input": "\u6211\u7684\u540d\u5b57\u662f\u674e\u56db"}, "475fb836-40c1-4e22-9307-4c6888ff7bd2": {"memory_id": "475fb836-40c1-4e22-9307-4c6888ff7bd2", "memory": "User enjoys coding.", "topics": ["interests"], "last_updated": "2025-07-23T15:08:46.504849", "input": "\u6211\u559c\u6b22\u6572\u4ee3\u7801"}, "8579827f-1bc5-42b8-a6b1-7322b959ed44": {"memory_id": "8579827f-1bc5-42b8-a6b1-7322b959ed44", "memory": "User is 25 years old.", "topics": ["age"], "last_updated": "2025-07-23T15:39:47.916425", "input": "\u62111999\u5e74\u51fa\u751f\u7684"}}}, "runs": [{"content": "\u4f60\u597d\uff01\u6211\u662f\u4fe1\u606f\u6536\u96c6\u52a9\u624b\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u63d0\u4f9b\u4e00\u4e9b\u57fa\u672c\u4fe1\u606f\u3002\u9996\u5148\uff0c\u8bf7\u544a\u8bc9\u6211\u60a8\u7684\u59d3\u540d\u662f\u4ec0\u4e48\uff1f", "content_type": "str", "metrics": {"input_tokens": [971], "output_tokens": [20], "total_tokens": [991], "audio_tokens": [0], "input_audio_tokens": [0], "output_audio_tokens": [0], "cached_tokens": [0], "cache_write_tokens": [0], "reasoning_tokens": [0], "prompt_tokens": [971], "completion_tokens": [20], "time": [4.002410099841654], "time_to_first_token": [3.475718199973926]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "09443aaa-8f8f-40d8-a229-07581f7eb553", "agent_id": "ff1cc765-756c-47b0-8b12-b33dea7dc6d9", "session_id": "325", "created_at": 1753253845, "status": "RUNNING", "messages": [{"content": "<instructions>\n\n    \u4f60\u662f\u4e00\u4e2a\u4fe1\u606f\u6536\u96c6\u52a9\u624b\u3002\u4f60\u9700\u8981\u4f9d\u6b21\u6536\u96c6\u7528\u6237\u7684\u59d3\u540d\u3001\u5e74\u9f84\u548c\u611f\u5174\u8da3\u7684\u884c\u4e1a\u3002\n    \u5982\u679c\u7528\u6237\u8f93\u5165\u5176\u4ed6\u65e0\u5173\u5185\u5bb9\uff0c\u8bf7\u63d0\u9192\u7528\u6237\u9700\u8981\u5148\u5b8c\u6210\u4fe1\u606f\u6536\u96c6\u3002\n    \u5f00\u59cb\u5bf9\u8bdd\u524d\uff0c\u8bf7\u5148\u4ecb\u7ecd\u81ea\u5df1\u3002\n    \n    \u5de5\u5177\u4f7f\u7528\u89c4\u5219\uff1a\n    1. \u6bcf\u5f53\u7528\u6237\u63d0\u4f9b\u6709\u6548\u4fe1\u606f\u65f6\uff0c\u5fc5\u987b\u7acb\u5373\u4f7f\u7528 add_info \u5de5\u5177\u4fdd\u5b58\u4fe1\u606f\n    2. \u4f7f\u7528 get_info 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with the user, but have not had any interactions with the user yet.", "from_history": false, "stop_after_tool_call": false, "role": "system", "created_at": 1753253845}, {"content": "\u4f60\u597d", "from_history": false, "stop_after_tool_call": false, "role": "user", "created_at": 1753253845}, {"content": "\u4f60\u597d\uff01\u6211\u662f\u4fe1\u606f\u6536\u96c6\u52a9\u624b\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u63d0\u4f9b\u4e00\u4e9b\u57fa\u672c\u4fe1\u606f\u3002\u9996\u5148\uff0c\u8bf7\u544a\u8bc9\u6211\u60a8\u7684\u59d3\u540d\u662f\u4ec0\u4e48\uff1f", "from_history": false, "stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 971, "output_tokens": 20, "total_tokens": 991, "prompt_tokens": 971, "completion_tokens": 20, "time": 4.002410099841654, "time_to_first_token": 3.475718199973926}, "created_at": 1753253845}]}, {"content": 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information is from previous interactions and may be updated in this conversation. 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you can use:\n\n<memories_from_previous_interactions>\n- User's name is Li Si.\n- User enjoys coding.\n- User is 5 years old.\n</memories_from_previous_interactions>\n\nNote: this information is from previous interactions and may be updated in this conversation. 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you can use:\n\n<memories_from_previous_interactions>\n- User's name is Wang Wu.\n- User wants to operate an excavator.\n- User's name is Li Si.\n- User enjoys coding.\n- User is 6 years old.\n</memories_from_previous_interactions>\n\nNote: this information is from previous interactions and may be updated in this conversation. 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you can use:\n\n<memories_from_previous_interactions>\n- User's name is Wang Wu.\n- User wants to operate an excavator.\n- User's name is Li Si.\n- User enjoys coding.\n- User is 25 years old.\n</memories_from_previous_interactions>\n\nNote: this information is from previous interactions and may be updated in this conversation. 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you can use:\n\n<memories_from_previous_interactions>\n- User wants to become a streamer.\n- User's name is Wang Wu.\n- User wants to operate an excavator.\n- User's name is Li Si.\n- User enjoys coding.\n- User is 25 years old.\n</memories_from_previous_interactions>\n\nNote: this information is from previous interactions and may be updated in this conversation. You should always prefer information from this conversation over the past memories.", "from_history": false, "stop_after_tool_call": false, "role": "system", "created_at": 1753256440}, {"content": "\u738b\u4e94", "from_history": true, "stop_after_tool_call": false, "role": "user", "created_at": 1753256356}, {"from_history": true, "stop_after_tool_call": false, "role": "assistant", "tool_calls": [{"id": "call_fe978318a2734f3da7f52c", "type": "function", "function": {"name": "add_info", "arguments": "{\"field\": \"name\", \"value\": \"\u738b\u4e94\"}"}}], "metrics": {"input_tokens": 1464, "output_tokens": 26, "total_tokens": 1490, "prompt_tokens": 1464, "completion_tokens": 26, "time": 2.409508400131017, "time_to_first_token": 2.4085599000100046}, "created_at": 1753256356}, {"content": "{\"result\": \"\\u5df2\\u6536\\u96c6\\u59d3\\u540d: \\u738b\\u4e94\"}", "from_history": true, "stop_after_tool_call": false, "role": "tool", "tool_call_id": "call_fe978318a2734f3da7f52c", "tool_name": 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"stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 1618, "output_tokens": 40, "total_tokens": 1658, "prompt_tokens": 1618, "completion_tokens": 40, "time": 2.719460500171408, "time_to_first_token": 2.649596800096333}, "created_at": 1753256443}], "tools": [{"tool_call_id": "call_ab8605a783d84160877851", "tool_name": "list_info", "tool_args": {}, "tool_call_error": false, "result": "{\"result\": {\"\\u59d3\\u540d\": \"\\u738b\\u4e94\", \"\\u5e74\\u9f84\": 26, \"\\u611f\\u5174\\u8da3\\u7684\\u884c\\u4e1a\": \"\\u76f4\\u64ad/\\u4e3b\\u64ad\"}}", "metrics": {"time": 0.0006387999746948481}, "stop_after_tool_call": false, "created_at": 1753348313, "requires_confirmation": null, "confirmed": null, "confirmation_note": null, "requires_user_input": null, "user_input_schema": [], "answered": null, "external_execution_required": null}]}, {"content": "\u60a8\u597d\uff01\u6211\u662f\u4fe1\u606f\u6536\u96c6\u52a9\u624b\uff0c\u7528\u4e8e\u6536\u96c6\u60a8\u7684\u59d3\u540d\u3001\u5e74\u9f84\u548c\u611f\u5174\u8da3\u7684\u884c\u4e1a\u3002\u76ee\u524d\u6211\u4eec\u5df2\u7ecf\u5b8c\u6210\u4e86\u4fe1\u606f\u6536\u96c6\uff0c\u8bf7\u95ee\u6709\u4ec0\u4e48\u6211\u53ef\u4ee5\u5e2e\u52a9\u60a8\u7684\u5417\uff1f", "content_type": "str", "metrics": {"input_tokens": [1559], "output_tokens": [31], "total_tokens": [1590], "audio_tokens": [0], "input_audio_tokens": [0], "output_audio_tokens": [0], "cached_tokens": [0], "cache_write_tokens": [0], "reasoning_tokens": [0], "prompt_tokens": [1559], "completion_tokens": [31], "time": [6.023492099999999], "time_to_first_token": [6.018621800000005]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "b3fb3023-ba3a-4a49-ab82-f419ee1d8a4f", "agent_id": "04db1f41-b031-4bcf-acfe-0ee25e5ead9d", "session_id": "325", "created_at": 1753261300, "status": "RUNNING", "messages": [{"content": 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\u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-23 17:01:40.014309.\n</additional_information>\n\nYou have access to memories from previous interactions with the user that you can use:\n\n<memories_from_previous_interactions>\n- User wants to become a streamer.\n- User's name is Wang Wu.\n- User wants to operate an excavator.\n- User's name is Li Si.\n- User enjoys coding.\n- User is 25 years old.\n</memories_from_previous_interactions>\n\nNote: this information is from previous interactions and may be updated in this conversation. You should always prefer information from this conversation over the past memories.", "from_history": false, "stop_after_tool_call": false, "role": "system", "created_at": 1753261300}, {"content": "\u62111999\u5e74\u51fa\u751f\u7684", "from_history": true, "stop_after_tool_call": false, "role": "user", "created_at": 1753256378}, {"from_history": true, "stop_after_tool_call": false, "role": "assistant", "tool_calls": [{"id": "call_207c4621e11049bfaec935", "type": "function", "function": {"name": "add_info", "arguments": "{\"field\": \"age\", \"value\": \"26\"}"}}], "metrics": {"input_tokens": 1407, "output_tokens": 26, "total_tokens": 1433, "prompt_tokens": 1407, "completion_tokens": 26, "time": 3.2871434001717716, "time_to_first_token": 3.286047200206667}, "created_at": 1753256378}, {"content": "{\"result\": \"\\u5df2\\u6536\\u96c6\\u5e74\\u9f84: 26\"}", "from_history": true, "stop_after_tool_call": false, "role": "tool", "tool_call_id": "call_207c4621e11049bfaec935", "tool_name": 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\u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-23 17:02:45.482722.\n</additional_information>\n\nYou have access to memories from previous interactions with the user that you can use:\n\n<memories_from_previous_interactions>\n- User wants to become a streamer.\n- User's name is Wang Wu.\n- User wants to operate an excavator.\n- User's name is Li Si.\n- User enjoys coding.\n- User is 25 years old.\n</memories_from_previous_interactions>\n\nNote: this information is from previous interactions and may be updated in this conversation. 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you can use:\n\n<memories_from_previous_interactions>\n- User wants to become a streamer.\n- User's name is Wang Wu.\n- User wants to operate an excavator.\n- User's name is Li Si.\n- User enjoys coding.\n- User is 25 years old.\n</memories_from_previous_interactions>\n\nNote: this information is from previous interactions and may be updated in this conversation. 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\u6240\u6709\u95ee\u9898\u56de\u7b54\u5e76\u6536\u96c6\u5b8c\u6bd5\u540e\uff0c\u8bf7\u52a1\u5fc5\u8981\u603b\u7ed3\u7528\u6237\u7684\u6240\u6709\u4fe1\u606f\uff0c\u5e76\u544a\u77e5\u7528\u6237\"\u4fe1\u606f\u5df2\u6536\u96c6\u5b8c\u6bd5\"\u3002\n    6. \u5982\u679c\u6ca1\u6709\u5bf9\u8bdd\u5386\u53f2\uff0c\u8bf7\u5148\u4ecb\u7ecd\u81ea\u5df1\uff0c\u518d\u8fdb\u884c\u8be2\u95ee\u3002\n    7. \u5982\u679c\u7528\u6237\u56de\u7b54\u4e0e\u95ee\u9898\u65e0\u5173\uff0c\u8bf7\u793c\u8c8c\u4e14\u53cb\u597d\u5730\u63d0\u9192\u7528\u6237\u9700\u8981\u56de\u7b54\u76f8\u5173\u95ee\u9898\u3002\n    8. \u8bf7\u4e0d\u8981\u76f4\u63a5\u5c06\u95ee\u9898\u5185\u5bb9\u76f4\u63a5\u8f93\u51fa\uff0c\u800c\u662f\u8981\u6839\u636e\u7528\u6237\u7684\u56de\u7b54\u8fdb\u884c\u667a\u80fd\u5316\u7684\u5904\u7406\u548c\u56de\u590d\u3002\n\n    \u6ce8\u610f\u4e8b\u9879\uff1a\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    \u9664\u975e\u7528\u6237\u8f93\u5165\u4e0e\u4fe1\u606f\u6536\u96c6\u65e0\u5173\uff0c\u5426\u5219\u4e00\u5b9a\u8981\u8c03\u7528\u5bf9\u5e94\u7684tools\u518d\u7ed9\u4e88\u56de\u590d\u3002\n    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from previous interactions and may be updated in this conversation. 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session_data:
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agent_data:
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