2025-06-11 02:17:35,441 - INFO - 测试 2：列出所有 db_types 和文档映射 2025-06-11 02:17:35,443 - DEBUG - 创建 Milvus 目录: /d/wangmeihua/rag/conf/Milvus 2025-06-11 02:17:37,323 - DEBUG - 已连接到 Milvus Lite，路径: /d/wangmeihua/rag/conf/Milvus/milvus.db 2025-06-11 02:17:37,325 - DEBUG - 可用 db_types 和数据: {} 2025-06-11 02:17:37,325 - INFO - 可用 db_types 和文档: {} 2025-06-11 02:17:37,325 - INFO - 测试 3：查看 userid testuser2 的所有集合 2025-06-11 02:17:37,325 - DEBUG - 正在查看 userid testuser2 的集合 2025-06-11 02:17:37,326 - DEBUG - 已存在 Milvus 连接，跳过重复连接 2025-06-11 02:17:37,327 - DEBUG - 未找到任何集合 2025-06-11 02:17:37,327 - INFO - 测试 5：获取 userid testuser2 在textdb数据库的文档映射 2025-06-11 02:17:37,327 - DEBUG - 已存在 Milvus 连接，跳过重复连接 2025-06-11 02:17:37,330 - WARNING - 集合 ragdb_textdb 不存在 2025-06-11 02:17:37,330 - INFO - 文档映射: {} 2025-06-11 02:21:27,494 - ERROR - 加载 mREBEL 模型失败: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/share/models/Babelscape/mrebel-large'. Use `repo_type` argument if needed. 2025-06-11 02:21:27,494 - ERROR - 加载 mREBEL 模型失败: Repo id must be in the form 'repo_name' or 'namespace/repo_name': '/share/models/Babelscape/mrebel-large'. Use `repo_type` argument if needed. 2025-06-11 10:39:58,597 - DEBUG - 嵌入模型加载成功 2025-06-11 10:39:59,559 - DEBUG - LTP 模型加载成功 2025-06-11 10:40:00,530 - DEBUG - 已连接到 Milvus Lite，路径: /d/wangmeihua/rag/conf/Milvus/milvus.db 2025-06-11 10:40:00,531 - WARNING - 集合 ragdb_textdb 不存在 2025-06-11 10:40:00,729 - DEBUG - 已断开 Milvus 连接 2025-06-11 10:40:35,631 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:40:35,631 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:40:35,639 - INFO - 生成 document_id: 29c93db6-c633-42cc-a9b0-1fa83a49d8bc for file: /share/wangmeihua/rag/data/test.txt 2025-06-11 10:40:35,639 - INFO - 开始处理文件 /share/wangmeihua/rag/data/test.txt，userid: testuser1，db_type: textdb 2025-06-11 10:40:35,639 - DEBUG - 检查文件: /share/wangmeihua/rag/data/test.txt, 大小: 2355 字节 2025-06-11 10:40:35,639 - DEBUG - 文件扩展名: txt 2025-06-11 10:40:35,639 - DEBUG - 开始加载文件 2025-06-11 10:40:35,640 - DEBUG - 加载完成，生成 1 个文档 2025-06-11 10:40:35,641 - DEBUG - 分割完成，生成 1 个文档块 2025-06-11 10:40:35,641 - DEBUG - 生成文档块 0: metadata={'userid': 'testuser1', 'document_id': '29c93db6-c633-42cc-a9b0-1fa83a49d8bc', 'filename': 'test.txt', 'file_path': '/share/wangmeihua/rag/data/test.txt', 'upload_time': '2025-06-11T10:40:35.641220', 'file_type': 'txt', 'chunk_index': 0, 'source': '/share/wangmeihua/rag/data/test.txt'} 2025-06-11 10:40:35,641 - DEBUG - 文件 /share/wangmeihua/rag/data/test.txt 加载并分割为 1 个文档块，document_id: 29c93db6-c633-42cc-a9b0-1fa83a49d8bc 2025-06-11 10:40:35,641 - DEBUG - 处理文件 /share/wangmeihua/rag/data/test.txt，生成 1 个文档块 2025-06-11 10:40:35,641 - DEBUG - 第一个文档块: 开元云（北京）科技有限公司，是一家注册于2020年的高科技企业，在上海、南京、深圳、济南等地设有分支机构，创始团队核心成员来自一流的云计算公司及电信运营商，拥有云计算、超算、智算和网络运营专业经验，在企业市场均拥有超过十年以上行业经验，服务客户超过2万家。公司以自主研发的业务操作支撑系统（KBoss）为底座，打造开放算力应用服务平台（open-computing），将云计算、算力资源和算力应用进行 2025-06-11 10:40:36,363 - DEBUG - 已连接到 Milvus Lite，路径: /d/wangmeihua/rag/conf/Milvus/milvus.db 2025-06-11 10:40:41,476 - DEBUG - 嵌入模型加载成功，输出维度: 1024 2025-06-11 10:40:41,476 - DEBUG - 集合名称: ragdb_textdb 2025-06-11 10:40:45,157 - DEBUG - 成功创建并加载集合: ragdb_textdb 2025-06-11 10:40:45,167 - DEBUG - 成功初始化 Milvus 向量存储: ragdb_textdb 2025-06-11 10:40:45,167 - DEBUG - 正在为 userid testuser1 插入 1 个文档到 ragdb_textdb 2025-06-11 10:40:45,167 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '29c93db6-c633-42cc-a9b0-1fa83a49d8bc', 'filename': 'test.txt', 'file_path': '/share/wangmeihua/rag/data/test.txt', 'upload_time': '2025-06-11T10:40:35.641220', 'file_type': 'txt', 'chunk_index': 0, 'source': '/share/wangmeihua/rag/data/test.txt'} 2025-06-11 10:40:45,327 - DEBUG - 成功插入 1 个文档 2025-06-11 10:40:45,334 - DEBUG - 插入后查询结果: pk=458649670833930240, document_id=29c93db6-c633-42cc-a9b0-1fa83a49d8bc, metadata={'filename': 'test.txt', 'file_path': '/share/wangmeihua/rag/data/test.txt', 'upload_time': '2025-06-11T10:40:35.641220', 'file_type': 'txt'} 2025-06-11 10:40:45,334 - DEBUG - 已断开 Milvus 连接 2025-06-11 10:40:48,339 - INFO - 开始抽取文档 29c93db6-c633-42cc-a9b0-1fa83a49d8bc 的三元组，userid: testuser1 2025-06-11 10:40:48,340 - DEBUG - 分割为 7 个文本块 2025-06-11 10:40:48,340 - DEBUG - 处理块 1/7: 开元云（北京）科技有限公司，是一家注册于2020年的高科技企业，在上海、南京、深圳、济南等地设有分支... 2025-06-11 10:40:48,932 - DEBUG - 块 1 生成文本: 云计算 开元云 manufacturer 2025-06-11 10:40:48,932 - DEBUG - 原始生成文本: 云计算 开元云 manufacturer 2025-06-11 10:40:48,932 - DEBUG - 处理后标记: ['', '云计算', '', '开元云', '', 'manufacturer'] 2025-06-11 10:40:48,932 - DEBUG - 添加三元组: 云计算(concept) - manufacturer - 开元云(org) 2025-06-11 10:40:48,932 - DEBUG - 块 1 提取到 1 个三元组 2025-06-11 10:40:48,932 - DEBUG - 处理块 2/7: 公司以自主研发的业务操作支撑系统（KBoss）为底座，打造开放算力应用服务平台（open-compu... 2025-06-11 10:40:49,353 - DEBUG - 块 2 生成文本: 云计算 facet of 2025-06-11 10:40:49,353 - DEBUG - 原始生成文本: 云计算 facet of 2025-06-11 10:40:49,353 - DEBUG - 处理后标记: ['', '', '云计算', '', 'facet of'] 2025-06-11 10:40:49,353 - DEBUG - 处理块 3/7: 在2021年，我们荣幸地成为阿里云计算的合作伙伴，致力于提供算力应用、算力网络、算网一体的产品和服务... 2025-06-11 10:40:49,656 - DEBUG - 块 3 生成文本: 阿里云计算 国家超级计算 owned by 2025-06-11 10:40:49,656 - DEBUG - 原始生成文本: 阿里云计算 国家超级计算 owned by 2025-06-11 10:40:49,656 - DEBUG - 处理后标记: ['', '阿里云计算', '', '国家超级计算', '', 'owned by'] 2025-06-11 10:40:49,656 - DEBUG - 添加三元组: 阿里云计算(media) - owned by - 国家超级计算(org) 2025-06-11 10:40:49,656 - DEBUG - 块 3 提取到 1 个三元组 2025-06-11 10:40:49,656 - DEBUG - 处理块 4/7: 在2023年，我们的平台进一步发展，成功引入火山引擎、百度智能云。目前，我们已成为阿里云、江苏未来网... 2025-06-11 10:40:49,946 - DEBUG - 块 4 生成文本: 火山引擎 阿里云 part of 2025-06-11 10:40:49,946 - DEBUG - 原始生成文本: 火山引擎 阿里云 part of 2025-06-11 10:40:49,946 - DEBUG - 处理后标记: ['', '火山引擎', '', '阿里云', '', 'part of'] 2025-06-11 10:40:49,946 - DEBUG - 添加三元组: 火山引擎(concept) - part of - 阿里云(media) 2025-06-11 10:40:49,946 - DEBUG - 块 4 提取到 1 个三元组 2025-06-11 10:40:49,946 - DEBUG - 处理块 5/7: 公司提供新一代算力云应用服务模式，通过自主研发的开元算力云应用服务平台，整合算力资源和算法应用，利用... 2025-06-11 10:40:50,180 - DEBUG - 块 5 生成文本: 算法 subclass of 2025-06-11 10:40:50,180 - DEBUG - 原始生成文本: 算法 subclass of 2025-06-11 10:40:50,180 - DEBUG - 处理后标记: ['', '', '算法', '', 'subclass of'] 2025-06-11 10:40:50,180 - DEBUG - 处理块 6/7: 旨在为政府和企业提供"技术+资源+场景+运营”的产业互联网算力云应用服务平台，实现以算力云服务推动数... 2025-06-11 10:40:50,361 - DEBUG - 块 6 生成文本: 算力云 应用服务平台 instance of 2025-06-11 10:40:50,361 - DEBUG - 原始生成文本: 算力云 应用服务平台 instance of 2025-06-11 10:40:50,361 - DEBUG - 处理后标记: ['', '算力云', '', '应用服务平台', '', 'instance of'] 2025-06-11 10:40:50,361 - DEBUG - 添加三元组: 算力云(concept) - instance of - 应用服务平台(media) 2025-06-11 10:40:50,361 - DEBUG - 块 6 提取到 1 个三元组 2025-06-11 10:40:50,361 - DEBUG - 处理块 7/7: 开元云科技自成立以来得到了包括工信部、教育部、全国高校学会、国家超算中心以及南京未来网络研究院等政府... 2025-06-11 10:40:50,845 - DEBUG - 块 7 生成文本: 南京未来网络研究院 国家超算中心 教育部 全国高校学会 2025-06-11 10:40:50,845 - DEBUG - 原始生成文本: 南京未来网络研究院 国家超算中心 教育部 全国高校学会 2025-06-11 10:40:50,845 - DEBUG - 处理后标记: ['', '南京未来网络研究院', '', '国家超算中心', '', '教育部', '', '全国高校学会', ''] 2025-06-11 10:40:50,845 - DEBUG - 添加三元组: 南京未来网络研究院(concept) - 教育部 - 国家超算中心(loc) 2025-06-11 10:40:50,845 - DEBUG - 块 7 提取到 1 个三元组 2025-06-11 10:40:50,851 - INFO - 文档 29c93db6-c633-42cc-a9b0-1fa83a49d8bc 的 5 个三元组已保存到: /share/wangmeihua/rag/triples/29c93db6-c633-42cc-a9b0-1fa83a49d8bc_testuser1.txt 2025-06-11 10:40:50,851 - INFO - 文档 29c93db6-c633-42cc-a9b0-1fa83a49d8bc 三元组抽取完成，耗时: 2.51 秒 2025-06-11 10:40:50,851 - INFO - 文件 /share/wangmeihua/rag/data/test.txt 成功嵌入到数据库 ragdb_textdb 2025-06-11 10:44:16,784 - INFO - 测试 2：列出所有 db_types 和文档映射 2025-06-11 10:44:17,589 - DEBUG - 已连接到 Milvus Lite，路径: /d/wangmeihua/rag/conf/Milvus/milvus.db 2025-06-11 10:44:17,590 - DEBUG - 处理集合: ragdb_textdb (db_type: textdb) 2025-06-11 10:44:17,664 - DEBUG - 集合 ragdb_textdb 中找到用户和文档映射: {'testuser1': ['29c93db6-c633-42cc-a9b0-1fa83a49d8bc']} 2025-06-11 10:44:17,664 - DEBUG - 可用 db_types 和数据: {'textdb': {'userids': {'testuser1': ['29c93db6-c633-42cc-a9b0-1fa83a49d8bc']}}} 2025-06-11 10:44:17,664 - INFO - 可用 db_types 和文档: {'textdb': {'userids': {'testuser1': ['29c93db6-c633-42cc-a9b0-1fa83a49d8bc']}}} 2025-06-11 10:44:17,664 - INFO - 测试 3：查看 userid testuser2 的所有集合 2025-06-11 10:44:17,664 - DEBUG - 正在查看 userid testuser2 的集合 2025-06-11 10:44:17,665 - DEBUG - 已存在 Milvus 连接，跳过重复连接 2025-06-11 10:44:17,672 - DEBUG - 集合 ragdb_textdb 中 userid testuser2 的文档数: 0 2025-06-11 10:44:17,672 - DEBUG - 集合 ragdb_textdb 中 userid testuser2 无文档 2025-06-11 10:44:17,672 - INFO - 测试 5：获取 userid testuser2 在textdb数据库的文档映射 2025-06-11 10:44:17,672 - DEBUG - 已存在 Milvus 连接，跳过重复连接 2025-06-11 10:44:17,677 - DEBUG - 找到 0 个文档的映射 2025-06-11 10:44:17,677 - INFO - 文档映射: {} 2025-06-11 10:44:51,100 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:44:51,100 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:44:51,108 - ERROR - 嵌入文件 /share/wangmeihua/rag/data/zongshu.txt 失败: 文件 /share/wangmeihua/rag/data/zongshu.txt 不存在 2025-06-11 10:46:36,680 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:46:36,680 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:46:36,688 - ERROR - 嵌入文件 /data/zongshu.txt 失败: 文件 /data/zongshu.txt 不存在 2025-06-11 10:47:01,293 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:47:01,293 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:47:01,301 - ERROR - 嵌入文件 data/zongshu.txt 失败: 文件 data/zongshu.txt 不存在 2025-06-11 10:53:35,765 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:53:35,765 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:53:35,773 - ERROR - 嵌入文件 /d/wangmeihua/rag/data/zongshu.txt 失败: 文件 /d/wangmeihua/rag/data/zongshu.txt 不存在 2025-06-11 10:54:55,446 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:54:55,446 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:54:55,454 - ERROR - 嵌入文件 /d/wangmeihua/rag/data/zongshu.txt 失败: 文件 /d/wangmeihua/rag/data/zongshu.txt 不存在 2025-06-11 10:55:31,288 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:55:31,288 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:55:31,296 - ERROR - 嵌入文件 /share/wangmeihua/rag/data/zongshu.txt 失败: 文件 /share/wangmeihua/rag/data/zongshu.txt 不存在 2025-06-11 10:58:29,639 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:58:29,639 - DEBUG - 成功加载 mREBEL 模型，分词器 triplet_id: 250054 2025-06-11 10:58:29,647 - INFO - 生成 document_id: 796af784-5a60-47f1-a4e2-3d73643fd4c5 for file: /share/wangmeihua/rag/data/qianru.pdf 2025-06-11 10:58:29,647 - INFO - 开始处理文件 /share/wangmeihua/rag/data/qianru.pdf，userid: testuser1，db_type: textdb 2025-06-11 10:58:29,647 - DEBUG - 检查文件: /share/wangmeihua/rag/data/qianru.pdf, 大小: 3042456 字节 2025-06-11 10:58:29,647 - DEBUG - 文件扩展名: pdf 2025-06-11 10:58:29,647 - DEBUG - 开始加载文件 2025-06-11 10:58:34,013 - DEBUG - 加载完成，生成 1 个文档 2025-06-11 10:58:34,017 - DEBUG - 分割完成，生成 51 个文档块 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 0: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 0, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 1: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 1, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 2: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 2, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 3: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 3, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 4: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 4, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 5: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 5, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 6: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 6, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 7: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 7, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 8: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 8, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 9: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 9, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 10: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 10, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 11: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 11, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 12: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 12, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 13: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 13, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 14: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 14, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 15: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 15, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 16: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 16, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 17: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 17, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 18: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 18, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 19: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 19, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 20: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 20, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 21: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 21, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,018 - DEBUG - 生成文档块 22: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 22, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 23: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 23, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 24: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 24, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 25: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 25, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 26: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 26, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 27: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 27, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 28: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 28, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 29: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 29, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 30: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 30, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 31: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 31, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 32: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 32, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 33: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 33, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 34: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 34, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 35: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 35, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 36: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 36, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 37: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 37, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 38: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 38, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 39: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 39, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 40: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 40, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 41: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 41, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 42: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 42, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 43: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 43, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 44: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 44, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 45: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 45, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 46: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 46, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 47: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 47, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,019 - DEBUG - 生成文档块 48: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 48, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,020 - DEBUG - 生成文档块 49: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 49, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,020 - DEBUG - 生成文档块 50: metadata={'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 50, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:34,020 - DEBUG - 文件 /share/wangmeihua/rag/data/qianru.pdf 加载并分割为 51 个文档块，document_id: 796af784-5a60-47f1-a4e2-3d73643fd4c5 2025-06-11 10:58:34,020 - DEBUG - 处理文件 /share/wangmeihua/rag/data/qianru.pdf，生成 51 个文档块 2025-06-11 10:58:34,020 - DEBUG - 第一个文档块: 知识图谱嵌入技术研究综述* 张天成1,    田    雪1,    孙相会1,    于明鹤2,    孙艳红1,    于    戈1 1(东北大学 计算机科学与工程学院, 辽宁 沈阳 110169) 2(东北大学 软件学院, 辽宁 沈阳 110169) 通信作者: 田雪, E-mail: 1901787@stu.neu.edu.cn 摘　要: 知识图谱(KG)是一种用图模型来描述知识和建 2025-06-11 10:58:34,817 - DEBUG - 已连接到 Milvus Lite，路径: /d/wangmeihua/rag/conf/Milvus/milvus.db 2025-06-11 10:58:40,351 - DEBUG - 嵌入模型加载成功，输出维度: 1024 2025-06-11 10:58:40,351 - DEBUG - 集合名称: ragdb_textdb 2025-06-11 10:58:40,355 - DEBUG - 检查集合 ragdb_textdb 的 schema: 字段匹配=True, vector_field存在=True, dtype=101, dim=1024 2025-06-11 10:58:40,465 - DEBUG - 集合 ragdb_textdb 已存在并加载成功 2025-06-11 10:58:40,475 - DEBUG - 成功初始化 Milvus 向量存储: ragdb_textdb 2025-06-11 10:58:40,475 - DEBUG - 正在为 userid testuser1 插入 51 个文档到 ragdb_textdb 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 0, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 1, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 2, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 3, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 4, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 5, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 6, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,475 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 7, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 8, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 9, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 10, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 11, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 12, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 13, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 14, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 15, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 16, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 17, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 18, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,476 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 19, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 20, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 21, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 22, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 23, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 24, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 25, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 26, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 27, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 28, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 29, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 30, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,477 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 31, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 32, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 33, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 34, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 35, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 36, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 37, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 38, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 39, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 40, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 41, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 42, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 43, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,478 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 44, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,479 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 45, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,479 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 46, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,479 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 47, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,479 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 48, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,479 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 49, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:40,479 - DEBUG - 插入文档元数据: {'userid': 'testuser1', 'document_id': '796af784-5a60-47f1-a4e2-3d73643fd4c5', 'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf', 'chunk_index': 50, 'source': '/share/wangmeihua/rag/data/qianru.pdf'} 2025-06-11 10:58:42,099 - DEBUG - 成功插入 51 个文档 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649670833930240, document_id=29c93db6-c633-42cc-a9b0-1fa83a49d8bc, metadata={'filename': 'test.txt', 'file_path': '/share/wangmeihua/rag/data/test.txt', 'upload_time': '2025-06-11T10:40:35.641220', 'file_type': 'txt'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104512, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104513, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104514, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104515, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104516, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104517, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104518, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,107 - DEBUG - 插入后查询结果: pk=458649953127104519, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,108 - DEBUG - 插入后查询结果: pk=458649953127104520, document_id=796af784-5a60-47f1-a4e2-3d73643fd4c5, metadata={'filename': 'qianru.pdf', 'file_path': '/share/wangmeihua/rag/data/qianru.pdf', 'upload_time': '2025-06-11T10:58:34.018018', 'file_type': 'pdf'} 2025-06-11 10:58:42,108 - DEBUG - 已断开 Milvus 连接 2025-06-11 10:58:49,453 - INFO - 开始抽取文档 796af784-5a60-47f1-a4e2-3d73643fd4c5 的三元组，userid: testuser1 2025-06-11 10:58:49,456 - DEBUG - 分割为 753 个文本块 2025-06-11 10:58:49,456 - DEBUG - 处理块 1/753:   知识图谱嵌入技术研究综述* 张天成1,    田    雪1,    孙相会1,    于明鹤2... 2025-06-11 10:58:49,828 - DEBUG - 块 1 生成文本: 东北大学 沈阳 located in the administrative territorial entity 2025-06-11 10:58:49,828 - DEBUG - 原始生成文本: 东北大学 沈阳 located in the administrative territorial entity 2025-06-11 10:58:49,828 - DEBUG - 处理后标记: ['', '东北大学', '', '沈阳', '', 'located in the administrative territorial entity'] 2025-06-11 10:58:49,828 - DEBUG - 添加三元组: 东北大学(org) - located in the administrative territorial entity - 沈阳(loc) 2025-06-11 10:58:49,828 - DEBUG - 块 1 提取到 1 个三元组 2025-06-11 10:58:49,828 - DEBUG - 处理块 2/753: 通信作者: 田雪, E-mail: 1901787@stu.neu.edu.cn 摘　要: 知识... 2025-06-11 10:58:50,022 - DEBUG - 块 2 生成文本: 知识图谱嵌入 图模型 instance of 2025-06-11 10:58:50,022 - DEBUG - 原始生成文本: 知识图谱嵌入 图模型 instance of 2025-06-11 10:58:50,022 - DEBUG - 处理后标记: ['', '知识图谱嵌入', '', '图模型', '', 'instance of'] 2025-06-11 10:58:50,022 - DEBUG - 添加三元组: 知识图谱嵌入(media) - instance of - 图模型(concept) 2025-06-11 10:58:50,022 - DEBUG - 块 2 提取到 1 个三元组 2025-06-11 10:58:50,022 - DEBUG - 处理块 3/753: 种被广泛采用的知识表示方法, 其主要思想是将知识图谱中的实体和关系嵌入到连续的向量空间中, 用来简化... 2025-06-11 10:58:50,552 - DEBUG - 块 3 生成文本: 种被广泛采用的知识表示方法 知识图谱 结构 分类 instance of 2025-06-11 10:58:50,552 - DEBUG - 原始生成文本: 种被广泛采用的知识表示方法 知识图谱 结构 分类 instance of 2025-06-11 10:58:50,552 - DEBUG - 处理后标记: ['', '种被广泛采用的知识表示方法', '', '知识图谱', '', '结构', '', '', '分类', '', 'instance of'] 2025-06-11 10:58:50,552 - DEBUG - 添加三元组: 种被广泛采用的知识表示方法(concept) - 结构 - 知识图谱(misc) 2025-06-11 10:58:50,552 - DEBUG - 块 3 提取到 1 个三元组 2025-06-11 10:58:50,552 - DEBUG - 处理块 4/753: 嵌入技术进行全面回顾, 不仅包括使用KG中观察到的事实进行嵌入的技术, 还包括添加时间维度的动态KG... 2025-06-11 10:58:50,840 - DEBUG - 块 4 生成文本: 嵌入技术 实体 studies 2025-06-11 10:58:50,841 - DEBUG - 原始生成文本: 嵌入技术 实体 studies 2025-06-11 10:58:50,841 - DEBUG - 处理后标记: ['', '嵌入技术', '', '实体', '', 'studies'] 2025-06-11 10:58:50,841 - DEBUG - 添加三元组: 嵌入技术(concept) - studies - 实体(misc) 2025-06-11 10:58:50,841 - DEBUG - 块 4 提取到 1 个三元组 2025-06-11 10:58:50,841 - DEBUG - 处理块 5/753: 比与总结. 然后简要介绍KG嵌入技术在下游任务中的典型应用, 包括问答系统、推荐系统和关系提取等. ... 2025-06-11 10:58:51,333 - DEBUG - 块 5 生成文本: 知识图谱嵌入 中图法分类号: TP182 分类 词汇 名稱 grapher 2025-06-11 10:58:51,333 - DEBUG - 原始生成文本: 知识图谱嵌入 中图法分类号: TP182 分类 词汇 名稱 grapher 2025-06-11 10:58:51,333 - DEBUG - 处理后标记: ['', '知识图谱嵌入', '', '中图法分类号: TP182', '', '分类', '', '词汇', '', '', '名稱', '', 'grapher'] 2025-06-11 10:58:51,333 - DEBUG - 添加三元组: 知识图谱嵌入(concept) - 分类 - 中图法分类号: TP182(misc) 2025-06-11 10:58:51,333 - DEBUG - 块 5 提取到 1 个三元组 2025-06-11 10:58:51,333 - DEBUG - 处理块 6/753: 中文引用格式: 张天成, 田雪, 孙相会, 于明鹤, 孙艳红, 于戈. 知识图谱嵌入技术研究综述. ... 2025-06-11 10:58:51,567 - DEBUG - 块 6 生成文本: 知识图谱嵌入技术研究综述 2023 publication date 2025-06-11 10:58:51,567 - DEBUG - 原始生成文本: 知识图谱嵌入技术研究综述 2023 publication date 2025-06-11 10:58:51,567 - DEBUG - 处理后标记: ['', '知识图谱嵌入技术研究综述', '', '2023', '', 'publication date'] 2025-06-11 10:58:51,568 - DEBUG - 添加三元组: 知识图谱嵌入技术研究综述(unk) - publication date - 2023(date) 2025-06-11 10:58:51,568 - DEBUG - 块 6 提取到 1 个三元组 2025-06-11 10:58:51,568 - DEBUG - 处理块 7/753: 英文引用格式: Zhang TC, Tian X, Sun XH, Yu MH, Sun YH, Y... 2025-06-11 10:58:51,900 - DEBUG - 块 7 生成文本: XH Knowledge Graph Embedding Technology notable work location 2025-06-11 10:58:51,900 - DEBUG - 原始生成文本: XH Knowledge Graph Embedding Technology notable work location 2025-06-11 10:58:51,900 - DEBUG - 处理后标记: ['', 'XH', '', 'Knowledge Graph Embedding Technology', '', 'notable work location'] 2025-06-11 10:58:51,900 - DEBUG - 添加三元组: XH(per) - notable work location - Knowledge Graph Embedding Technology(media) 2025-06-11 10:58:51,900 - DEBUG - 块 7 提取到 1 个三元组 2025-06-11 10:58:51,900 - DEBUG - 处理块 8/753: Research. Ruan Jian Xue Bao/Journal of Software, 2... 2025-06-11 10:58:52,039 - DEBUG - 块 8 生成文本: Journal of Software published in 2025-06-11 10:58:52,039 - DEBUG - 原始生成文本: Journal of Software published in 2025-06-11 10:58:52,039 - DEBUG - 处理后标记: ['', '', 'Journal of Software', '', 'published in'] 2025-06-11 10:58:52,039 - DEBUG - 处理块 9/753: Overview on Knowledge Graph Embedding Technology R... 2025-06-11 10:58:52,574 - DEBUG - 块 9 生成文本: ZHANG Tian-Cheng1 YU Ming-He2 2025-06-11 10:58:52,574 - DEBUG - 原始生成文本: ZHANG Tian-Cheng1 YU Ming-He2 2025-06-11 10:58:52,574 - DEBUG - 处理后标记: ['', 'ZHANG Tian-Cheng1', '', 'YU Ming-He2'] 2025-06-11 10:58:52,574 - DEBUG - 处理块 10/753: 1(School of Computer Science and Engineering, Nort... 2025-06-11 10:58:52,883 - DEBUG - 块 10 生成文本: Shenyang located in the administrative territorial entity 2025-06-11 10:58:52,883 - DEBUG - 原始生成文本: Shenyang located in the administrative territorial entity 2025-06-11 10:58:52,883 - DEBUG - 处理后标记: ['', '', 'Shenyang', '', 'located in the administrative territorial entity'] 2025-06-11 10:58:52,883 - DEBUG - 处理块 11/753: 2(Software College, Northeastern University, Sheny... 2025-06-11 10:58:53,277 - DEBUG - 块 11 生成文本: Shenyang located in the administrative territorial entity 2025-06-11 10:58:53,277 - DEBUG - 原始生成文本: Shenyang located in the administrative territorial entity 2025-06-11 10:58:53,277 - DEBUG - 处理后标记: ['', '', 'Shenyang', '', 'located in the administrative territorial entity'] 2025-06-11 10:58:53,277 - DEBUG - 处理块 12/753: Abstract:  Knowledge  graph  (KG)  is  a  kind  of... 2025-06-11 10:58:54,578 - DEBUG - 块 12 生成文本: graph Knowledge part of technology that uses Knowledge model Knowledge Model knowledge Knowledge models