diff --git a/.gitignore b/.gitignore index 63ac784..a80ea30 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,4 @@ .git .idea +.__pycache__/ +.chroma_db/ \ No newline at end of file diff --git a/agent/chroma_db/chroma.sqlite3 b/agent/chroma_db/chroma.sqlite3 deleted file mode 100644 index 88acd6f..0000000 Binary files a/agent/chroma_db/chroma.sqlite3 and /dev/null differ diff --git a/agent/tools/chroma_db/chroma.sqlite3 b/agent/tools/chroma_db/chroma.sqlite3 deleted file mode 100644 index 3b39f56..0000000 Binary files a/agent/tools/chroma_db/chroma.sqlite3 and /dev/null differ diff --git a/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/data_level0.bin b/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/data_level0.bin new file mode 100644 index 0000000..6dc1956 Binary files /dev/null and b/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/data_level0.bin differ diff --git a/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/header.bin b/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/header.bin new file mode 100644 index 0000000..b4a33c1 Binary files /dev/null and b/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/header.bin differ diff --git a/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/length.bin b/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/length.bin new file mode 100644 index 0000000..cb3e162 Binary files /dev/null and b/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/length.bin differ diff --git a/agent_tools.py b/chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/link_lists.bin similarity index 100% rename from agent_tools.py rename to chroma_db/b6f0b699-0f70-4425-90e0-14336ce44f8f/link_lists.bin diff --git a/chroma_db/chroma.sqlite3 b/chroma_db/chroma.sqlite3 new file mode 100644 index 0000000..a0302e1 Binary files /dev/null and b/chroma_db/chroma.sqlite3 differ diff --git a/factory.py b/factory.py deleted file mode 100644 index b48e5a0..0000000 --- a/factory.py +++ /dev/null @@ -1,2 +0,0 @@ -import os - diff --git a/logs/Agent_20260301.log b/logs/Agent_20260301.log index 600704c..f58ebe4 100644 --- a/logs/Agent_20260301.log +++ b/logs/Agent_20260301.log @@ -26,3 +26,135 @@ 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。 diff --git a/md5.txt b/md5.txt index 71cda04..ca50420 100644 --- a/md5.txt +++ b/md5.txt @@ -1,6 +1,6 @@ +94bd6c0b4283b8524f4e8dfc5b72f8ab +a29a4ba5a539a2a462def8f91eb98ccc +928c24dbdeeb1c0a109f5620c8bac429 +d294281a5769e0a3d1455fbf637ee572 +fc539588792a89ff842cf241cf822de1 6d726f4604d9e7ebcf59a932ae9e9c00 -4ef62dc4189785055436124361296d05 -76d81647e3901472e01ad9859425506f -85fd3b64ff87fe08fdc5c4a34998b555 -96a099807d1ad7c26e37b53d130f26d2 -1ce3fc50860e15d1c106900b63ef42a2 diff --git a/rag/__pycache__/rag_service.cpython-312.pyc b/rag/__pycache__/rag_service.cpython-312.pyc index 674b120..430fc57 100644 Binary files a/rag/__pycache__/rag_service.cpython-312.pyc and b/rag/__pycache__/rag_service.cpython-312.pyc differ diff --git a/rag/__pycache__/vector_store.cpython-312.pyc b/rag/__pycache__/vector_store.cpython-312.pyc index d2480ba..1625a26 100644 Binary files a/rag/__pycache__/vector_store.cpython-312.pyc and b/rag/__pycache__/vector_store.cpython-312.pyc differ diff --git a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/data_level0.bin b/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/data_level0.bin deleted file mode 100644 index f7b0bbf..0000000 Binary files a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/data_level0.bin and /dev/null differ diff --git a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/header.bin b/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/header.bin deleted file mode 100644 index cbb7c65..0000000 Binary files a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/header.bin and /dev/null differ diff --git a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/index_metadata.pickle b/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/index_metadata.pickle deleted file mode 100644 index f36e5eb..0000000 Binary files a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/index_metadata.pickle and /dev/null differ diff --git a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/length.bin b/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/length.bin deleted file mode 100644 index 220fd2c..0000000 Binary files a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/length.bin and /dev/null differ diff --git a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/link_lists.bin b/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/link_lists.bin deleted file mode 100644 index 63f6301..0000000 Binary files a/rag/chroma_db/60ced190-c3d9-4a05-ae74-0c0c4ab96635/link_lists.bin and /dev/null differ diff --git a/rag/chroma_db/chroma.sqlite3 b/rag/chroma_db/chroma.sqlite3 deleted file mode 100644 index 0c9fd39..0000000 Binary files a/rag/chroma_db/chroma.sqlite3 and /dev/null differ diff --git a/rag/rag_service.py b/rag/rag_service.py index 049da9b..dadff64 100644 --- a/rag/rag_service.py +++ b/rag/rag_service.py @@ -7,6 +7,7 @@ from langchain_core.prompts import PromptTemplate from model.factory import chat_model from langchain_community.docstore.document import Document from typing import List +from utils.logger_handler import logger class RagSummarizeService: def __init__(self): @@ -29,6 +30,7 @@ class RagSummarizeService: context_docs = self.retriever_docs(query) context = "" counter = 0 + logger.info(f"[rag_summarize]: 召回了{len(context_docs)}条参考资料") for doc in context_docs: counter += 1 context += f"[参考资料{counter}]: 参考资料：{doc.page_content} | 参考源： {doc.metadata} \n" diff --git a/rag/vector_store.py b/rag/vector_store.py index d640ea5..d733750 100644 --- a/rag/vector_store.py +++ b/rag/vector_store.py @@ -16,7 +16,7 @@ class VectorStoreSerivce: self.vector_store = Chroma( collection_name=chroma_conf["collection_name"], embedding_function=embedding_model, - persist_directory=chroma_conf["persist_directory"], + persist_directory=get_abs_path(chroma_conf["persist_directory"]), ) self.spliter = RecursiveCharacterTextSplitter( chunk_size=chroma_conf["chunk_size"], diff --git a/rag_service.py b/rag_service.py deleted file mode 100644 index e69de29..0000000 diff --git a/react_agent.py b/react_agent.py deleted file mode 100644 index e69de29..0000000