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10 Commits

Author SHA1 Message Date
kuaifan
746337c2f6 feat(search): 语义搜索迁移至 Manticore Auto Embeddings，向量走 ai 插件免费模型 
- embedding 统一改走 ai 插件 /embeddings（免费向量模型，1024 维），删除第三方 key 分支
- 5 张向量表启用引擎 Auto Embeddings（MODEL_NAME/FROM/API_URL），写入/更新时引擎自动生成向量
- 表定义使用派生密钥 sha256(APP_KEY:embeddings)，避免主密钥进入引擎元数据
- 写入改为 REPLACE（单行原子）与多行批量 REPLACE（整语句一次向量化调用，失败回退逐行）
- 结构指纹 vector:schema 标记：版本/模型/端点/APP_KEY 变化时自动清空重建并重置同步指针
- 退役 PHP 向量管道：删除 generate-vectors 命令、双指针、withVector 分支与批量向量生成方法
- 根治缺陷：全文重同步不再抹掉向量；内容编辑后向量由引擎自动重算，不再过期
 2026-07-15 10:45:20 +00:00
kuaifan
07360a8d2c feat(manticore): 添加同步失败自动重试机制 
- 新增 ManticoreSyncFailure 模型记录同步失败的条目
  - 添加 RetryManticoreSync 命令实现失败重试逻辑
  - ManticoreBase 增加 runWithRetry 包装器，连接断开时自动重连
  - 统一 deleteVector 方法，减少重复代码
  - 修复 quoteValue 传入非字符串的类型问题
 2026-01-15 08:28:55 +00:00
kuaifan
8ab810c670 feat: 将 Manticore 相关检查更新为使用 "search" 应用 2026-01-05 05:51:48 +00:00
kuaifan
4b0f4e388c feat: 优化 Manticore 相关描述 2026-01-04 13:30:03 +00:00
kuaifan
a95f22bf42 feat: 添加 ManticoreSyncTask 的去重功能，优化任务投递逻辑 2026-01-04 07:48:32 +00:00
kuaifan
610979f30b feat: Enhance Manticore sync commands with incremental processing and sleep options 
- Updated sync commands (SyncFileToManticore, SyncMsgToManticore, SyncProjectToManticore, SyncTaskToManticore, SyncUserToManticore) to support continuous incremental updates until completion.
- Added --sleep option to allow a pause between batches in incremental mode.
- Improved signal handling to allow graceful shutdown during processing.
- Adjusted lock duration to 30 minutes for long-running processes.
- Enhanced logging for better visibility of sync progress and completion.
- Updated ManticoreSyncTask to ensure commands run continuously and check for new data every 2 minutes.
 2026-01-03 22:41:49 +00:00
kuaifan
e020a80020 feat: Add batch embedding retrieval and vector update methods for Manticore integration 
- Implemented `getBatchEmbeddings` method in AI module for retrieving embeddings for multiple texts.
- Added vector update methods for messages, files, tasks, projects, and users in ManticoreBase.
- Enhanced ManticoreFile, ManticoreMsg, ManticoreProject, ManticoreTask, and ManticoreUser to support vector generation during sync operations.
- Introduced `generateVectorsBatch` methods for batch processing of vector generation in Manticore modules.
- Updated ManticoreSyncTask to handle incremental updates and vector generation asynchronously.
 2026-01-03 15:19:23 +00:00
kuaifan
7a5ef3a491 feat: 新增消息搜索功能 
- 新增 msg_vectors 表，支持消息全文/向量/混合搜索
- 采用 MVA 权限方案，allowed_users 内联存储
- 新增 /api/search/message API
- 新增 manticore:sync-msgs 同步命令
- Observer 触发消息创建/更新/删除同步
- Observer 触发对话成员变更时更新 allowed_users
 2026-01-02 06:46:18 +00:00
kuaifan
c08323e1ea feat: 迁移至 MVA 权限方案 
- 表结构：为 file/project/task_vectors 添加 allowed_users MULTI 字段
- 删除关系表：file_users, project_users, task_users
- 搜索：使用 allowed_users = userid 进行权限过滤
- 同步：sync 时自动计算并写入 allowed_users
- 级联：项目成员变更异步级联 v=1 任务，任务成员变更递归更新子任务
- 覆盖场景：visibility/parent_id/project_id 变更、子任务升级主任务等
 2026-01-02 02:03:21 +00:00
kuaifan
48ef4cfdef refactor: 使用 Manticore Search 替换 SeekDB 2026-01-01 03:17:27 +00:00