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2026-03-01 00:10:11,186 - Agent - WARNING - agent_tools.py:86 - [fetch_external_data]未检索到用户:1004在2月的使用数据
2026-03-01 00:10:15,880 - Agent - WARNING - agent_tools.py:86 - [fetch_external_data]未检索到用户:1008在8月的使用数据
2026-03-01 11:06:16,324 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:06:16,324 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:06:50,251 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:06:50,251 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:08:04,788 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:08:04,789 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:08:09,924 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_user_location
2026-03-01 11:08:09,925 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{}
2026-03-01 11:08:09,926 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_user_location调用成功
2026-03-01 11:08:09,927 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有3条消息
2026-03-01 11:08:09,927 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：杭州
2026-03-01 11:08:13,076 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_weather
2026-03-01 11:08:13,076 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'city': '杭州'}
2026-03-01 11:08:13,078 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_weather调用成功
2026-03-01 11:08:13,079 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有5条消息
2026-03-01 11:08:13,079 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：城市杭州天气为晴天，温度为26摄氏度，湿度50%，南风1级，AQI21，最近6小时降雨概率极低
2026-03-01 11:08:16,346 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:08:16,346 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人在26摄氏度温度和50%湿度环境下的保养方法'}
2026-03-01 11:08:19,183 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:08:19,185 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有7条消息
2026-03-01 11:08:19,185 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：参考资料中未提及扫地机器人在26摄氏度温度和50%湿度环境下的具体保养方法。
2026-03-01 11:08:21,538 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:08:21,539 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人日常保养方法'}
2026-03-01 11:08:25,493 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:08:25,494 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有9条消息
2026-03-01 11:08:25,494 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：定期清理滚刷和边刷上的缠绕物，清空尘盒，擦拭传感器和充电触点，检查并清理滤网，避免在潮湿或有水区域使用，及时更换磨损配件。
2026-03-01 11:11:51,192 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:11:51,193 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:11:55,178 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_user_location
2026-03-01 11:11:55,178 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{}
2026-03-01 11:11:55,179 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_user_location调用成功
2026-03-01 11:11:55,180 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有3条消息
2026-03-01 11:11:55,180 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：深圳
2026-03-01 11:11:58,399 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_weather
2026-03-01 11:11:58,399 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'city': '深圳'}
2026-03-01 11:11:58,400 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_weather调用成功
2026-03-01 11:11:58,401 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有5条消息
2026-03-01 11:11:58,401 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：城市深圳天气为晴天，温度为26摄氏度，湿度50%，南风1级，AQI21，最近6小时降雨概率极低
2026-03-01 11:12:02,884 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:12:02,886 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人在26摄氏度、湿度50%的环境下如何保养'}
2026-03-01 11:12:05,104 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:12:05,106 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有7条消息
2026-03-01 11:12:05,106 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：参考资料中未提及扫地机器人在26摄氏度、湿度50%环境下的具体保养方法。
2026-03-01 11:12:09,956 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:12:09,956 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人日常保养方法'}
2026-03-01 11:12:14,599 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:12:14,600 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有9条消息
2026-03-01 11:12:14,600 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：定期清理滚刷和边刷上的缠绕物，清空尘盒，擦拭传感器和充电触点，检查并清理滤网，避免在潮湿或有大量液体的地面上使用。
2026-03-01 11:15:00,856 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/选购指南.txt 加载成功
2026-03-01 11:15:04,872 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫地机器人100问2.txt 加载成功
2026-03-01 11:15:14,181 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/故障排除.txt 加载成功
2026-03-01 11:15:19,352 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫拖一体机器人100问.txt 加载成功
2026-03-01 11:15:26,670 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/维护保养.txt 加载成功
2026-03-01 11:15:26,672 - Agent - INFO - vector_store.py:70 - [加载知识库]: /Users/czzhangheng/edu/agent_proj/data/扫地机器人100问.pdf 的 md5已存在, 跳过
2026-03-01 11:16:06,714 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:16:06,714 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:16:09,907 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_user_location
2026-03-01 11:16:09,908 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{}
2026-03-01 11:16:09,909 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_user_location调用成功
2026-03-01 11:16:09,911 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有3条消息
2026-03-01 11:16:09,911 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：深圳
2026-03-01 11:16:13,189 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_weather
2026-03-01 11:16:13,190 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'city': '深圳'}
2026-03-01 11:16:13,191 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_weather调用成功
2026-03-01 11:16:13,192 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有5条消息
2026-03-01 11:16:13,193 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：城市深圳天气为晴天，温度为26摄氏度，湿度50%，南风1级，AQI21，最近6小时降雨概率极低
2026-03-01 11:16:17,561 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:16:17,561 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人在26摄氏度50%湿度环境下的保养方法'}
2026-03-01 11:16:23,493 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:16:23,495 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有7条消息
2026-03-01 11:16:23,495 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：参考资料中未提及扫地机器人在26摄氏度50%湿度环境下的具体保养方法。
2026-03-01 11:16:27,178 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:16:27,179 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人日常保养方法和注意事项'}
2026-03-01 11:16:31,076 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:16:31,077 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有9条消息
2026-03-01 11:16:31,078 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：扫地机器人日常保养需定期清理尘盒、滤网和滚刷，避免毛发缠绕；使用后及时倒掉垃圾并擦拭传感器；充电时确保电量充足但不过充；避免在潮湿或有水区域使用；定期检查边刷和主刷磨损情况，必要时更换；长时间不用应断电存放于干燥处。
2026-03-01 11:17:25,207 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:17:25,207 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:17:28,108 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_user_location
2026-03-01 11:17:28,108 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{}
2026-03-01 11:17:28,109 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_user_location调用成功
2026-03-01 11:17:28,110 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有3条消息
2026-03-01 11:17:28,110 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：合肥
2026-03-01 11:17:31,177 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_weather
2026-03-01 11:17:31,178 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'city': '合肥'}
2026-03-01 11:17:31,179 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_weather调用成功
2026-03-01 11:17:31,180 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有5条消息
2026-03-01 11:17:31,181 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：城市合肥天气为晴天，温度为26摄氏度，湿度50%，南风1级，AQI21，最近6小时降雨概率极低
2026-03-01 11:17:34,854 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:17:34,855 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人在26摄氏度温度和50%湿度环境下的保养方法'}
2026-03-01 11:17:36,814 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:17:36,816 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有7条消息
2026-03-01 11:17:36,816 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：参考资料中未提及扫地机器人在26摄氏度温度和50%湿度环境下的具体保养方法。
2026-03-01 11:17:39,332 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:17:39,333 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人日常保养方法和注意事项'}
2026-03-01 11:17:43,139 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:17:43,141 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有9条消息
2026-03-01 11:17:43,141 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：日常保养方法包括：定期清理滚刷和边刷上的缠绕物，清空尘盒并清洗滤网（若为可水洗型），检查并清洁传感器和充电触点。注意事项有：避免在潮湿地面使用，防止进水；勿在高温或阳光直射处存放；定期更换滤网和滚刷以维持吸力；使用后及时充电，避免电池过度放电。
2026-03-01 11:19:46,949 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:19:46,949 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:19:49,795 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_user_location
2026-03-01 11:19:49,795 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{}
2026-03-01 11:19:49,797 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_user_location调用成功
2026-03-01 11:19:49,798 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有3条消息
2026-03-01 11:19:49,798 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：深圳
2026-03-01 11:19:53,523 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_weather
2026-03-01 11:19:53,524 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'city': '深圳'}
2026-03-01 11:19:53,525 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_weather调用成功
2026-03-01 11:19:53,527 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有5条消息
2026-03-01 11:19:53,527 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：城市深圳天气为晴天，温度为26摄氏度，湿度50%，南风1级，AQI21，最近6小时降雨概率极低
2026-03-01 11:19:58,971 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:19:58,972 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人在26摄氏度50%湿度环境下的保养方法'}
2026-03-01 11:19:59,393 - Agent - INFO - rag_service.py:33 - [rag_summarize]: 召回了0条参考资料
2026-03-01 11:20:01,300 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:20:01,302 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有7条消息
2026-03-01 11:20:01,302 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：参考资料中未提及扫地机器人在26摄氏度50%湿度环境下的具体保养方法。
2026-03-01 11:20:04,682 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:20:04,682 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人日常保养方法和注意事项'}
2026-03-01 11:20:05,086 - Agent - INFO - rag_service.py:33 - [rag_summarize]: 召回了0条参考资料
2026-03-01 11:20:08,042 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:20:08,043 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有9条消息
2026-03-01 11:20:08,043 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：扫地机器人日常保养需定期清理尘盒、滤网和滚刷，避免毛发缠绕；使用后及时倒空尘盒并清洗可水洗部件；注意检查边刷和传感器是否被灰尘遮挡；避免在潮湿或有水区域使用；长时间不用时应断电并存放于干燥处。
2026-03-01 11:20:59,704 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/选购指南.txt 加载成功
2026-03-01 11:21:04,963 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫地机器人100问2.txt 加载成功
2026-03-01 11:21:14,369 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/故障排除.txt 加载成功
2026-03-01 11:21:19,648 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫拖一体机器人100问.txt 加载成功
2026-03-01 11:21:24,742 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/维护保养.txt 加载成功
2026-03-01 11:21:28,778 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫地机器人100问.pdf 加载成功
2026-03-01 11:23:38,382 - Agent - INFO - vector_store.py:70 - [加载知识库]: /Users/czzhangheng/edu/agent_proj/data/选购指南.txt 的 md5已存在, 跳过
2026-03-01 11:23:38,382 - Agent - INFO - vector_store.py:70 - [加载知识库]: /Users/czzhangheng/edu/agent_proj/data/扫地机器人100问2.txt 的 md5已存在, 跳过
2026-03-01 11:23:38,383 - Agent - INFO - vector_store.py:70 - [加载知识库]: /Users/czzhangheng/edu/agent_proj/data/故障排除.txt 的 md5已存在, 跳过
2026-03-01 11:23:38,383 - Agent - INFO - vector_store.py:70 - [加载知识库]: /Users/czzhangheng/edu/agent_proj/data/扫拖一体机器人100问.txt 的 md5已存在, 跳过
2026-03-01 11:23:38,383 - Agent - INFO - vector_store.py:70 - [加载知识库]: /Users/czzhangheng/edu/agent_proj/data/维护保养.txt 的 md5已存在, 跳过
2026-03-01 11:23:38,384 - Agent - INFO - vector_store.py:70 - [加载知识库]: /Users/czzhangheng/edu/agent_proj/data/扫地机器人100问.pdf 的 md5已存在, 跳过
2026-03-01 11:23:52,632 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/选购指南.txt 加载成功
2026-03-01 11:23:56,731 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫地机器人100问2.txt 加载成功
2026-03-01 11:24:05,696 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/故障排除.txt 加载成功
2026-03-01 11:24:10,675 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫拖一体机器人100问.txt 加载成功
2026-03-01 11:24:15,997 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/维护保养.txt 加载成功
2026-03-01 11:24:19,368 - Agent - INFO - vector_store.py:88 - [加载知识库]/Users/czzhangheng/edu/agent_proj/data/扫地机器人100问.pdf 加载成功
2026-03-01 11:24:31,603 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有1条消息
2026-03-01 11:24:31,603 - Agent - DEBUG - middleware.py:40 - [log_before_model]HumanMessage | 消息内容：扫地机器人在我所在地的气温下如何保养
2026-03-01 11:24:34,912 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_user_location
2026-03-01 11:24:34,912 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{}
2026-03-01 11:24:34,913 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_user_location调用成功
2026-03-01 11:24:34,915 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有3条消息
2026-03-01 11:24:34,915 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：杭州
2026-03-01 11:24:37,778 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：get_weather
2026-03-01 11:24:37,779 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'city': '杭州'}
2026-03-01 11:24:37,780 - Agent - INFO - middleware.py:23 - [tool minitor]工具get_weather调用成功
2026-03-01 11:24:37,781 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有5条消息
2026-03-01 11:24:37,781 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：城市杭州天气为晴天，温度为26摄氏度，湿度50%，南风1级，AQI21，最近6小时降雨概率极低
2026-03-01 11:24:42,103 - Agent - INFO - middleware.py:18 - [tool monitor]执行工具：rag_summarize
2026-03-01 11:24:42,103 - Agent - INFO - middleware.py:19 - [tool monitor]传入参数：{'query': '扫地机器人在26摄氏度50%湿度环境下的保养方法'}
2026-03-01 11:24:42,574 - Agent - INFO - rag_service.py:33 - [rag_summarize]: 召回了3条参考资料
2026-03-01 11:24:47,101 - Agent - INFO - middleware.py:23 - [tool minitor]工具rag_summarize调用成功
2026-03-01 11:24:47,103 - Agent - INFO - middleware.py:39 - [log_before_model]即将调用模型，带有7条消息
2026-03-01 11:24:47,103 - Agent - DEBUG - middleware.py:40 - [log_before_model]ToolMessage | 消息内容：在26摄氏度、50%湿度环境下，扫地机器人保养应遵循通用基础维护方法：每日使用后用干软布擦拭机身外壳，去除灰尘和水渍；每次清扫完成后及时清理防撞条缝隙中的毛发和线头，防止卡扣卡顿。该环境未在参考资料中被特别归类，因此无需额外特殊处理。
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