# agent_sessions

session_id: f3f06b1f-622e-404c-b896-ba352f8f0a77
extra_data: null
agent_id: f594a625-016b-415b-b180-320b9a7f2d22
memory:
  {"summaries": {}, "memories": {}, "runs": [{"content": "\u60a8\u597d\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\uff1a\n1. \u8f6c\u8d26\u91d1\u989d\uff1b\n2. \u6536\u6b3e\u4eba\u59d3\u540d\u6216\u624b\u673a\u53f7\u3002", "content_type": "str", "metrics": {"input_tokens": [332], "output_tokens": [32], "total_tokens": [364], "audio_tokens": [0], "input_audio_tokens": [0], "output_audio_tokens": [0], "cached_tokens": [0], "cache_write_tokens": [0], "reasoning_tokens": [0], "prompt_tokens": [332], "completion_tokens": [32], "time": [2.70265080000172]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "ad8c17c1-ccef-4ccb-b2c8-5ba3076f8b3a", "agent_id": "f594a625-016b-415b-b180-320b9a7f2d22", "session_id": "f3f06b1f-622e-404c-b896-ba352f8f0a77", "created_at": 1752560215, "status": "RUNNING", "messages": [{"content": "<instructions>\n\u4f60\u662f\u4e00\u4e2a\u8f6c\u8d26\u52a9\u624b\u3002\u4f60\u9700\u8981\u5b8c\u6210\u4ee5\u4e0b\u64cd\u4f5c\uff1a\n1. \u6821\u9a8c\u6536\u6b3e\u4eba\u662f\u5426\u5b58\u5728\uff0c\u5c55\u793a\u5176\u624b\u673a\u53f7\uff1b\n2. \u6821\u9a8c\u5f53\u524d\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u82e5\u4e0d\u8db3\u5c55\u793a\u4f59\u989d\u5e76\u63d0\u793a\u91cd\u65b0\u8f93\u5165\u91d1\u989d\uff1b\n3. \u82e5\u9a8c\u8bc1\u901a\u8fc7\u5219\u8c03\u7528 transfer \u5de5\u5177\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\uff1b\n\u6240\u6709\u903b\u8f91\u901a\u8fc7\u5de5\u5177\u5b8c\u6210\u3002\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-15 15:17:30.111777.\n</additional_information>\n\nYou have the capability to retain memories from previous interactions 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": 1752563850}, {"content": "\u6211\u8981\u8f6c\u8d26", "from_history": false, "stop_after_tool_call": false, "role": "user", "created_at": 1752563850}, {"content": "\u60a8\u597d\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\uff1a\n1. \u8f6c\u8d26\u91d1\u989d\uff1b\n2. \u6536\u6b3e\u4eba\u59d3\u540d\u6216\u624b\u673a\u53f7\u3002", "reasoning_content": "", "from_history": false, "stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 332, "output_tokens": 32, "total_tokens": 364, "prompt_tokens": 332, "completion_tokens": 32, "time": 2.70265080000172}, "created_at": 1752563850}]}, {"content": "I have tools to execute, but I need user input.", "content_type": "str", "metrics": {"input_tokens": [386], "output_tokens": [21], "total_tokens": [407], "audio_tokens": [0], "input_audio_tokens": [0], "output_audio_tokens": [0], "cached_tokens": [0], "cache_write_tokens": [0], "reasoning_tokens": [0], "prompt_tokens": [386], "completion_tokens": [21], "time": [2.080663100001402]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "0f80bdd1-1234-4d79-a686-59152bb4921e", "agent_id": "f594a625-016b-415b-b180-320b9a7f2d22", "session_id": "f3f06b1f-622e-404c-b896-ba352f8f0a77", "formatted_tool_calls": ["get_contact(contact_name=\u5f20\u4e09)"], "created_at": 1752560215, "status": "PAUSED", "messages": [{"content": "<instructions>\n\u4f60\u662f\u4e00\u4e2a\u8f6c\u8d26\u52a9\u624b\u3002\u4f60\u9700\u8981\u5b8c\u6210\u4ee5\u4e0b\u64cd\u4f5c\uff1a\n1. \u6821\u9a8c\u6536\u6b3e\u4eba\u662f\u5426\u5b58\u5728\uff0c\u5c55\u793a\u5176\u624b\u673a\u53f7\uff1b\n2. \u6821\u9a8c\u5f53\u524d\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u82e5\u4e0d\u8db3\u5c55\u793a\u4f59\u989d\u5e76\u63d0\u793a\u91cd\u65b0\u8f93\u5165\u91d1\u989d\uff1b\n3. \u82e5\u9a8c\u8bc1\u901a\u8fc7\u5219\u8c03\u7528 transfer \u5de5\u5177\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\uff1b\n\u6240\u6709\u903b\u8f91\u901a\u8fc7\u5de5\u5177\u5b8c\u6210\u3002\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-15 15:18:42.948271.\n</additional_information>\n\nYou have the capability to retain memories from previous interactions 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": 1752563922}, {"content": "\u6211\u8981\u8f6c\u8d26", "from_history": true, "stop_after_tool_call": false, "role": "user", "created_at": 1752563850}, {"content": "\u60a8\u597d\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\uff1a\n1. \u8f6c\u8d26\u91d1\u989d\uff1b\n2. \u6536\u6b3e\u4eba\u59d3\u540d\u6216\u624b\u673a\u53f7\u3002", "reasoning_content": "", "from_history": true, "stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 332, "output_tokens": 32, "total_tokens": 364, "prompt_tokens": 332, "completion_tokens": 32, "time": 2.70265080000172}, "created_at": 1752563850}, {"content": "\u8f6c\u8d26\u91d1\u989d\uff1a300 \uff0c\u6536\u6b3e\u4eba\uff1a\u5f20\u4e09", "from_history": false, "stop_after_tool_call": false, "role": "user", "created_at": 1752563922}, {"content": "", "reasoning_content": "", "from_history": false, "stop_after_tool_call": false, "role": "assistant", "tool_calls": [{"id": "call_31bf15443bf84604a7df36", "function": {"arguments": "{\"contact_name\": \"\u5f20\u4e09\"}", "name": "get_contact"}, "type": "function", "index": 0}], "metrics": {"input_tokens": 386, "output_tokens": 21, "total_tokens": 407, "prompt_tokens": 386, "completion_tokens": 21, "time": 2.080663100001402}, "created_at": 1752563922}], "tools": [{"tool_call_id": "call_31bf15443bf84604a7df36", "tool_name": "get_contact", "tool_args": {"contact_name": "\u5f20\u4e09"}, "tool_call_error": null, "result": null, "metrics": {}, "stop_after_tool_call": false, "created_at": 1752560215, "requires_confirmation": null, "confirmed": null, "confirmation_note": null, "requires_user_input": true, "user_input_schema": [{"name": "to_name", "field_type": "str", "description": null, "value": null}, {"name": "to_card_id", "field_type": "str", "description": null, "value": null}, {"name": "to_cash_num", "field_type": "float", "description": null, "value": null}], "answered": null, "external_execution_required": null}]}, {"content": "I have tools to execute, but I need user input.", "content_type": "str", "metrics": {"input_tokens": [386], "output_tokens": [15], "total_tokens": [401], "audio_tokens": [0], "input_audio_tokens": [0], "output_audio_tokens": [0], "cached_tokens": [0], "cache_write_tokens": [0], "reasoning_tokens": [0], "prompt_tokens": [386], "completion_tokens": [15], "time": [2.009510500000033]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "5fbf0a08-733c-4b01-b264-824320240eed", "agent_id": "f594a625-016b-415b-b180-320b9a7f2d22", "session_id": "f3f06b1f-622e-404c-b896-ba352f8f0a77", "formatted_tool_calls": [], "created_at": 1752560215, "status": "PAUSED", "messages": [{"content": "<instructions>\n\u4f60\u662f\u4e00\u4e2a\u8f6c\u8d26\u52a9\u624b\u3002\u4f60\u9700\u8981\u5b8c\u6210\u4ee5\u4e0b\u64cd\u4f5c\uff1a\n1. \u6821\u9a8c\u6536\u6b3e\u4eba\u662f\u5426\u5b58\u5728\uff0c\u5c55\u793a\u5176\u624b\u673a\u53f7\uff1b\n2. \u6821\u9a8c\u5f53\u524d\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u82e5\u4e0d\u8db3\u5c55\u793a\u4f59\u989d\u5e76\u63d0\u793a\u91cd\u65b0\u8f93\u5165\u91d1\u989d\uff1b\n3. \u82e5\u9a8c\u8bc1\u901a\u8fc7\u5219\u8c03\u7528 transfer \u5de5\u5177\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\uff1b\n\u6240\u6709\u903b\u8f91\u901a\u8fc7\u5de5\u5177\u5b8c\u6210\u3002\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-15 15:19:06.752220.\n</additional_information>\n\nYou have the capability to retain memories from previous interactions 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": 1752563946}, {"content": "\u6211\u8981\u8f6c\u8d26", "from_history": true, "stop_after_tool_call": false, "role": "user", "created_at": 1752563850}, {"content": "\u60a8\u597d\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\uff1a\n1. \u8f6c\u8d26\u91d1\u989d\uff1b\n2. \u6536\u6b3e\u4eba\u59d3\u540d\u6216\u624b\u673a\u53f7\u3002", "reasoning_content": "", "from_history": true, "stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 332, "output_tokens": 32, "total_tokens": 364, "prompt_tokens": 332, "completion_tokens": 32, "time": 2.70265080000172}, "created_at": 1752563850}, {"content": "\u8f6c\u8d26\u91d1\u989d\uff1a300 \uff0c\u6536\u6b3e\u4eba\uff1a\u5f20\u4e09", "from_history": false, "stop_after_tool_call": false, "role": "user", "created_at": 1752563946}, {"content": "", "reasoning_content": "", "from_history": false, "stop_after_tool_call": false, "role": "assistant", "tool_calls": [{"id": "call_a9c87ed1395c484b953b8e", "function": {"arguments": "{}", "name": "get_contact"}, "type": "function", "index": 0}], "metrics": {"input_tokens": 386, "output_tokens": 15, "total_tokens": 401, "prompt_tokens": 386, "completion_tokens": 15, "time": 2.009510500000033}, "created_at": 1752563946}], "tools": [{"tool_call_id": "call_a9c87ed1395c484b953b8e", "tool_name": "get_contact", "tool_args": {}, "tool_call_error": null, "result": null, "metrics": {}, "stop_after_tool_call": false, "created_at": 1752560215, "requires_confirmation": null, "confirmed": null, "confirmation_note": null, "requires_user_input": true, "user_input_schema": [{"name": "to_name", "field_type": "str", "description": null, "value": null}, {"name": "to_card_id", "field_type": "str", "description": null, "value": null}, {"name": "to_cash_num", "field_type": "float", "description": null, "value": null}], "answered": null, "external_execution_required": null}]}, {"content": "I have tools to execute, but I need user input.", "content_type": "str", "metrics": {"input_tokens": [396], "output_tokens": [32], "total_tokens": [428], "audio_tokens": [0], "input_audio_tokens": [0], "output_audio_tokens": [0], "cached_tokens": [0], "cache_write_tokens": [0], "reasoning_tokens": [0], "prompt_tokens": [396], "completion_tokens": [32], "time": [2.6153722000017297]}, "model": "qwen3-32b", "model_provider": "OpenAI", "run_id": "9b800315-0ab4-4ddb-85ec-09a51cc02252", "agent_id": "f594a625-016b-415b-b180-320b9a7f2d22", "session_id": "f3f06b1f-622e-404c-b896-ba352f8f0a77", "formatted_tool_calls": ["get_contact(name=\u5f20\u4e09, card_number=051613)"], "created_at": 1752560215, "status": "PAUSED", "messages": [{"content": "<instructions>\n\u4f60\u662f\u4e00\u4e2a\u8f6c\u8d26\u52a9\u624b\u3002\u4f60\u9700\u8981\u5b8c\u6210\u4ee5\u4e0b\u64cd\u4f5c\uff1a\n1. \u6821\u9a8c\u6536\u6b3e\u4eba\u662f\u5426\u5b58\u5728\uff0c\u5c55\u793a\u5176\u624b\u673a\u53f7\uff1b\n2. \u6821\u9a8c\u5f53\u524d\u4f59\u989d\u662f\u5426\u8db3\u591f\uff0c\u82e5\u4e0d\u8db3\u5c55\u793a\u4f59\u989d\u5e76\u63d0\u793a\u91cd\u65b0\u8f93\u5165\u91d1\u989d\uff1b\n3. \u82e5\u9a8c\u8bc1\u901a\u8fc7\u5219\u8c03\u7528 transfer \u5de5\u5177\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\uff1b\n\u6240\u6709\u903b\u8f91\u901a\u8fc7\u5de5\u5177\u5b8c\u6210\u3002\n\n</instructions>\n\n<additional_information>\n- Use markdown to format your answers.\n- The current time is 2025-07-15 15:19:42.236443.\n</additional_information>\n\nYou have the capability to retain memories from previous interactions 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": 1752563982}, {"content": "\u6211\u8981\u8f6c\u8d26", "from_history": true, "stop_after_tool_call": false, "role": "user", "created_at": 1752563850}, {"content": "\u60a8\u597d\uff0c\u6211\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5b8c\u6210\u8f6c\u8d26\u64cd\u4f5c\u3002\u8bf7\u63d0\u4f9b\u4ee5\u4e0b\u4fe1\u606f\uff1a\n1. \u8f6c\u8d26\u91d1\u989d\uff1b\n2. \u6536\u6b3e\u4eba\u59d3\u540d\u6216\u624b\u673a\u53f7\u3002", "reasoning_content": "", "from_history": true, "stop_after_tool_call": false, "role": "assistant", "metrics": {"input_tokens": 332, "output_tokens": 32, "total_tokens": 364, "prompt_tokens": 332, "completion_tokens": 32, "time": 2.70265080000172}, "created_at": 1752563850}, {"content": "\u8f6c\u8d26\u91d1\u989d\uff1a300 \uff0c\u6536\u6b3e\u4eba\uff1a\u5f20\u4e09\uff0c\u5361\u53f7 051613", "from_history": false, "stop_after_tool_call": false, "role": "user", "created_at": 1752563982}, {"content": "", "reasoning_content": "", "from_history": false, "stop_after_tool_call": false, "role": "assistant", "tool_calls": [{"id": "call_3d98161258414f3c833b78", "function": {"arguments": "{\"name\": \"\u5f20\u4e09\", \"card_number\": \"051613\"}", "name": "get_contact"}, "type": "function", "index": 0}], "metrics": {"input_tokens": 396, "output_tokens": 32, "total_tokens": 428, "prompt_tokens": 396, "completion_tokens": 32, "time": 2.6153722000017297}, "created_at": 1752563982}], "tools": [{"tool_call_id": "call_3d98161258414f3c833b78", "tool_name": "get_contact", "tool_args": {"name": "\u5f20\u4e09", "card_number": "051613"}, "tool_call_error": null, "result": null, "metrics": null, "stop_after_tool_call": false, "created_at": 1752560215, "requires_confirmation": null, "confirmed": null, "confirmation_note": null, "requires_user_input": true, "user_input_schema": [{"name": "to_name", "field_type": "str", "description": null, "value": null}, {"name": "to_card_id", "field_type": "str", "description": null, "value": null}, {"name": "to_cash_num", "field_type": "float", "description": null, "value": null}], "answered": null, "external_execution_required": null}]}]}

session_data:
  {"session_state": {"current_session_id": "f3f06b1f-622e-404c-b896-ba352f8f0a77"}, "session_metrics": {"input_tokens": 332, "output_tokens": 32, "total_tokens": 364, "audio_tokens": 0, "input_audio_tokens": 0, "output_audio_tokens": 0, "cached_tokens": 0, "cache_write_tokens": 0, "reasoning_tokens": 0, "prompt_tokens": 332, "completion_tokens": 32, "prompt_tokens_details": null, "completion_tokens_details": null, "additional_metrics": null, "time": 2.70265080000172, "time_to_first_token": null, "timer": null}}

agent_data:
  {"agent_id": "f594a625-016b-415b-b180-320b9a7f2d22", "model": {"provider": "OpenAI", "name": "OpenAILike", "id": "qwen3-32b"}}


session_id: 47a4aefe-5c2b-4bd9-b5c4-f6713466d6be
user_id: f8654c4a-78ca-4994-a1b3-c888341267a6
extra_data: null
agent_id: 5d435941-92d2-4691-8c10-59e69b61c3a6
memory:
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user_id: f8654c4a-78ca-4994-a1b3-c888341267a6
extra_data: null
agent_id: e5ce5000-22e9-41be-a4ef-535b5adfcc01
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agent_data:
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user_id: 30935582-6631-46dc-a53b-087ee6334def
extra_data: null
agent_id: f0471875-fa32-471a-a366-a47e60237f93
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session_data:
  {"session_state": {"current_user_id": "30935582-6631-46dc-a53b-087ee6334def", "current_session_id": "63441315-528a-4fb5-866e-b8f406eb3618"}, "session_metrics": {"input_tokens": 10741, "output_tokens": 964, "total_tokens": 11705, "audio_tokens": 0, "input_audio_tokens": 0, "output_audio_tokens": 0, "cached_tokens": 0, "cache_write_tokens": 0, "reasoning_tokens": 0, "prompt_tokens": 10741, "completion_tokens": 964, "prompt_tokens_details": null, "completion_tokens_details": null, "additional_metrics": null, "time": 52.96724469999026, "time_to_first_token": null, "timer": null}}

agent_data:
  {"agent_id": "f0471875-fa32-471a-a366-a47e60237f93", "model": {"id": "qwen3-32b", "name": "OpenAILike", "provider": "OpenAI"}}


# memory

id: bdc2e596-97ac-4599-abec-ec14934781fc
user_id: 30935582-6631-46dc-a53b-087ee6334def
created_at: 2025-07-15 07:47:08
updated_at: 2025-07-15 07:47:08
memory:
  {'memory_id': 'bdc2e596-97ac-4599-abec-ec14934781fc', 'memory': "User's name is me", 'topics': ['name'], 'last_updated': '2025-07-15T15:47:08.232191', 'input': '转账人姓名为：me '}


