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ai-robot-core
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Author SHA1 Message Date
MerCry 1490235b8f [AC-API-UPDATE] feat(api): 更新 API 端点和实体模型 
- 更新 dialogue API 支持新的对话功能
- 更新 share_page API 优化分享页面
- 更新 main.py 注册新的路由模块
- 更新 entities 模型添加新字段
 2026-03-11 19:07:03 +08:00
MerCry b3343f9e52 [AC-RETRIEVAL-STRATEGY] feat(retrieval): 新增检索策略路由服务 
- 新增 strategy_service 实现检索策略路由核心逻辑
- 新增 strategy_metrics 提供策略性能指标收集
- 新增 strategy_audit 提供策略审计日志功能
- 新增 retrieval_strategy API 端点支持策略管理
- 支持多种检索策略的动态切换和监控
 2026-03-11 19:02:40 +08:00
MerCry e9de808969 [AC-KB-ENHANCE] feat(kb): 增强 KB 向量日志和元数据过滤功能 
- 新增 KB 向量日志配置项 kb_vector_log_enabled 和 kb_vector_log_path
- 新增 KB 向量日志记录器支持滚动日志文件
- 增强 Qdrant 元数据过滤支持操作符格式 (\, \)
- 支持 MatchAny 实现多值匹配
- 新增图片文件索引支持
 2026-03-11 18:57:27 +08:00
MerCry b3680bda8a [AC-LLM-MULTI] feat(llm): 实现 LLM 多用途配置功能 
- 新增 LLMUsageType 枚举支持 chat 和 kb_processing 两种用途
- 扩展 LLMConfig 支持按用途类型存储不同配置
- 更新 LLMClient 接口支持 Any 类型的消息内容
- 新增管理后台 API 支持获取用途类型列表和按用途获取配置
- 更新前端 LLM 配置页面支持多用途配置切换
 2026-03-11 18:56:01 +08:00
MerCry c0688c2b13 [AC-AISVC-RES-01~15] feat(api): 新增策略管理 API端点 
- 新增 strategy.py 策略 API端点
  - GET /strategy/retrieval/current - 获取当前策略配置
  - POST /strategy/retrieval/switch - 切换策略配置
  - POST /strategy/retrieval/validate - 风险配置校验
  - POST /strategy/retrieval/rollback - 强制回滚到默认策略

- 更新 __init__.py 导出新模块
- 更新 main.py 注册 API 路由
 2026-03-10 21:08:07 +08:00
MerCry fe883cfff0 feat: update core backend services including LLM, embedding, KB, orchestrator and admin APIs [AC-AISVC-CORE] 2026-03-10 12:09:45 +08:00
MerCry 9769f7ccf0 feat: add slot management system with validation, backfill, state aggregation and scene bundle support [AC-SLOT-MGMT] 2026-03-10 12:07:39 +08:00
MerCry 248a225436 feat: implement mid-platform dialogue and session management with memory recall and KB search tools [AC-IDMP-01~20] 2026-03-10 12:06:57 +08:00
MerCry 3969322d34 fix: use correct attribute name system_instruction for version content [AC-IDSMETA-16] 2026-03-06 11:08:49 +08:00
MerCry b832f372d1 fix: resolve metadata field mapping and return current_content in prompt template update [AC-IDSMETA-16] 2026-03-06 11:06:08 +08:00
MerCry 2504d6b955 feat: add configurable share link base URL for container deployment [AC-IDMP-SHARE] 2026-03-06 01:14:05 +08:00
MerCry f823e8fb86 feat: add API key management with entity model and service layer [AC-AISVC-APIKEY] 2026-03-06 01:10:42 +08:00
MerCry 5f4bde8752 feat: enhance agent orchestrator with runtime hardening and tool governance [AC-MARH-01~12] [AC-IDMP-11~18] 2026-03-06 01:10:24 +08:00
MerCry 978aaee885 fix: resolve datetime timezone comparison issues in share module [AC-IDMP-SHARE] 2026-03-06 01:07:46 +08:00
MerCry 382f91ce83 feat: add OpenAPI share page with device-bound tokens and thought/answer separation [AC-IDMP-SHARE] 2026-03-06 01:06:19 +08:00
MerCry b4eb98e7c4 feat: implement mid-platform core services and APIs [AC-IDMP-01~20, AC-MARH-01~12] 
- Add dialogue, messages, sessions, share API endpoints
- Add mid-platform schemas and models (memory, tool_registry, tool_trace)
- Add core services: agent_orchestrator, policy_router, runtime_observer
- Add tool services: kb_search_dynamic, memory_adapter, tool_registry
- Add guardrail services: output_guardrail_executor, high_risk_handler
- Add utility services: timeout_governor, segment_humanizer, metrics_collector
 2026-03-05 18:13:34 +08:00
MerCry 1b325f5aeb fix: 修复分享功能 datetime 时区比较错误和端口配置 [AC-IDMP-SHARE] 
- 新增 _utcnow() 函数返回带时区的 UTC 时间
- 替换所有 datetime.utcnow() 为 _utcnow() 避免时区比较错误
- 修复 frontend_base_url 默认端口从 5173 改为 3000
- 修复 FastAPI operationId 参数命名为 operation_id
 2026-03-05 17:38:46 +08:00
MerCry 5c1f311656 feat: implement Phase 2 API for metadata role separation [AC-MRS-01~16] 
- Task 2.3: SlotDefinitionService with CRUD operations [AC-MRS-07,08]
- Task 2.4: Extend MetadataFieldDefinition API with by-role endpoint [AC-MRS-01,04,05,06,16]
- Task 2.5: SlotDefinition API with CRUD endpoints [AC-MRS-07,08,16]
- Task 2.6: Runtime slot API for mid platform [AC-MRS-09,10]
- Task 5.1: Unit tests for RoleBasedFieldProvider and SlotDefinitionService [AC-MRS-01~16]
 2026-03-05 17:24:49 +08:00
MerCry ee220b0b10 feat: enhance metadata schema API with scope filter and delete endpoint [AC-IDSMETA-13] 
- Add scope filter and include_deprecated parameter to list endpoint
- Add delete metadata schema endpoint
- Fix JSONB contains query for PostgreSQL
- Add metadata config entry to dashboard help section
 2026-03-03 00:13:57 +08:00
MerCry 9739aa2016 test: add metadata governance contract and integration tests [AC-IDSMETA-13~22] 2026-03-02 22:17:23 +08:00
MerCry 83bc1d0830 feat: implement decomposition template with version control [AC-IDSMETA-21, AC-IDSMETA-22] 2026-03-02 22:16:35 +08:00
MerCry d3ae92dec5 feat: add metadata validation in KB upload and unify metadata storage [AC-IDSMETA-15, AC-IDSMETA-16] 2026-03-02 22:15:19 +08:00
MerCry c432f457b8 feat: implement metadata field definition with status governance [AC-IDSMETA-13, AC-IDSMETA-14] 2026-03-02 22:14:46 +08:00
MerCry 6b21ba8351 feat(v0.7.0): 验收通过 - Dashboard统计增强、流程测试、对话追踪 
验收通过的标准:
- AC-ASA-59~64: 前端话术流程和护栏监控功能验收
- AC-AISVC-91~95: Dashboard统计增强和完整流程测试验收
- AC-AISVC-108~110: 对话追踪和导出功能验收

修复问题:
- flow_test.py: 修复OrchestratorService导入和调用
- 前后端字段不一致: orderstep_no, wait_for_inputwait_input
- 数据库迁移: 添加chat_messages缺失的监控字段

新增文件:
- ai-service/app/api/admin/flow_test.py
- ai-service/scripts/migrations/add_chat_message_fields.py
- ai-service-admin/src/views/admin/prompt-template/components/VariableManager.vue
 2026-02-28 12:52:50 +08:00
MerCry 3cf7d02daf feat(v0.7.0): implement intent rule testing and prompt template monitoring 
Backend APIs:
- [AC-AISVC-96] POST /admin/intent-rules/{ruleId}/test - Intent rule testing with conflict detection
- [AC-AISVC-97] GET /admin/monitoring/intent-rules - Intent rule statistics
- [AC-AISVC-98] GET /admin/monitoring/intent-rules/{ruleId}/hits - Intent rule hit records
- [AC-AISVC-99] POST /admin/prompt-templates/{tplId}/preview - Prompt template preview with token count
- [AC-AISVC-100] GET /admin/monitoring/prompt-templates - Prompt template usage statistics

Frontend Components:
- [AC-ASA-53] IntentRuleTestDialog - Test dialog for intent rules
- [AC-ASA-54/55] IntentRules monitoring page with hit records drawer
- [AC-ASA-56/57] PromptTemplatePreviewDialog with variable editing
- [AC-ASA-58] PromptTemplates monitoring page with scene breakdown

New files:
- ai-service/app/services/intent/tester.py
- ai-service/app/services/monitoring/intent_monitor.py
- ai-service/app/services/monitoring/prompt_monitor.py
- ai-service/app/api/admin/monitoring.py
- ai-service-admin/src/views/admin/intent-rule/components/TestDialog.vue
- ai-service-admin/src/views/admin/monitoring/IntentRules.vue
- ai-service-admin/src/views/admin/monitoring/PromptTemplates.vue
- ai-service-admin/src/views/admin/prompt-template/components/PreviewDialog.vue
 2026-02-27 23:15:46 +08:00
MerCry c005066162 feat(v0.7.0-window2): implement flow simulation and guardrail testing/monitoring 
Refs: AC-AISVC-101, AC-AISVC-102, AC-AISVC-103, AC-AISVC-104, AC-AISVC-105, AC-AISVC-106, AC-AISVC-107
Refs: AC-ASA-59, AC-ASA-60, AC-ASA-61, AC-ASA-62, AC-ASA-63, AC-ASA-64

Backend changes:
- New: ai-service/app/services/flow/tester.py (ScriptFlowTester)
- New: ai-service/app/services/guardrail/tester.py (GuardrailTester)
- New: ai-service/app/services/monitoring/flow_monitor.py (FlowMonitor)
- New: ai-service/app/services/monitoring/guardrail_monitor.py (GuardrailMonitor)
- Modified: ai-service/app/api/admin/script_flows.py (add POST /{flowId}/simulate)
- Modified: ai-service/app/api/admin/guardrails.py (add POST /test)
- Modified: ai-service/app/api/admin/monitoring.py (add flow/guardrail stats endpoints)

Frontend changes:
- New: SimulateDialog.vue (flow simulation dialog)
- New: TestDialog.vue (guardrail test dialog)
- New: ScriptFlows.vue (flow monitoring page)
- New: Guardrails.vue (guardrail monitoring page)
- Extended: API services (monitoring.ts, script-flow.ts, guardrail.ts)
- Updated: Router with new monitoring routes
 2026-02-27 23:13:45 +08:00
MerCry 8c259cee30 feat: implement output guardrail with forbidden word detection and behavior rules [AC-AISVC-78~AC-AISVC-85] 2026-02-27 16:40:02 +08:00
MerCry 9d8ecf0bb2 feat: 实现话术流程引擎 (Phase 13 T13.1-T13.6) [AC-AISVC-71~AC-AISVC-76] 
- 新增 ScriptFlow 和 FlowInstance SQLModel 实体
- 实现 ScriptFlowService：流程定义 CRUD、步骤校验
- 实现 FlowEngine 状态机引擎：check_active_flow、start、advance、handle_timeout
- 实现话术流程管理 API（POST/GET/PUT /admin/script-flows）
- T13.7（单元测试）留待集成阶段
 2026-02-27 15:27:02 +08:00
MerCry ff35538a01 feat(ai-service): implement intent recognition and rule engine (Phase 12 T12.1-T12.5) 
[AC-AISVC-65~AC-AISVC-70] Intent recognition with keyword and regex matching

- Add IntentRule SQLModel entity with tenant isolation
- Implement IntentRuleService for CRUD operations with hit statistics
- Implement IntentRouter matching engine (priority DESC, keyword then regex)
- Add rule caching by tenant_id with TTL=60s and CRUD invalidation
- Add intent rules management API (POST/GET/PUT/DELETE /admin/intent-rules)
- Support four response types: fixed/rag/flow/transfer

T12.6 (Orchestrator integration) and T12.7 (unit tests) pending for integration phase
 2026-02-27 14:20:31 +08:00
MerCry eb93636227 feat: 实现 Prompt 模板化功能 (Phase 10 T10.1-T10.8) [AC-AISVC-51~AC-AISVC-58] 
- 新增 PromptTemplate 和 PromptTemplateVersion SQLModel 实体
- 实现 PromptTemplateService：模板 CRUD、版本管理、发布/回滚、缓存
- 实现 VariableResolver：内置变量注入和自定义变量替换
- 实现 Prompt 模板管理 API（CRUD + 发布/回滚）
- T10.9（修改 Orchestrator）和 T10.10（单元测试）留待集成阶段
 2026-02-27 14:15:10 +08:00
MerCry d660c19ab9 feat: 添加嵌入配置持久化及模型切换警告 [AC-AISVC-50] 
- 添加嵌入配置持久化到config/embedding_config.json
- 服务启动时自动加载保存的配置
- 切换模型时前端显示警告提示需要重新上传文档
- 修复OptimizedRetriever缓存问题，每次检索获取最新配置
- 清理调试用的Python临时文件
- 更新.gitignore忽略config目录
 2026-02-26 18:01:03 +08:00
MerCry 6150fc0dd2 fix: 修复RAG检索无结果问题-向量存储格式与检索格式不匹配 [AC-AISVC-50] 2026-02-26 12:39:42 +08:00
MerCry ee2c7c0d0c feat: 添加API Key认证功能 [AC-AISVC-50] 
- 新增 ApiKey 模型和数据库表
- 新增 ApiKeyService 服务，支持内存缓存验证
- 新增 ApiKeyMiddleware 中间件，验证所有请求
- 应用启动时自动创建默认 API Key
- 新增 /admin/api-keys 管理接口
 2026-02-26 02:52:50 +08:00
MerCry f631f1dea0 feat: 统一提示词模板并添加全量提示词日志 [AC-AISVC-02, AC-ASA-19, AC-ASA-20]
PR Check (SDD Full Gate) / sdd-full-gate (pull_request) Successful in 2s Details 
- 新增 prompts.py 集中管理系统提示词和证据格式化
- orchestrator.py 添加全量提示词日志打印
- openai_client.py 添加全量提示词日志打印（支持普通和流式）
- rag.py 重构使用统一的提示词模板
 2026-02-26 01:12:01 +08:00
MerCry dd74ae2585 feat: 切换到优化检索器并增强编排日志 [AC-AISVC-02, AC-AISVC-16] 2026-02-25 23:45:34 +08:00
MerCry cee884d9a0 feat: RAG 检索优化，实现多维度向量存储和 Nomic 嵌入提供者 [AC-AISVC-16, AC-AISVC-29] 2026-02-25 23:10:12 +08:00
MerCry 774744d534 feat: 文档索引优化，支持多编码解码和按行分块 [AC-AISVC-21, AC-AISVC-22] 2026-02-25 23:09:24 +08:00
MerCry ac8c33cf94 feat: 实现租户管理功能，支持租户ID格式校验与自动创建 [AC-AISVC-10, AC-AISVC-12, AC-ASA-01] 2026-02-25 23:08:36 +08:00
MerCry 10591ea8fd feat: 优化RAG客服回复prompt模板 [AC-ASA-05, AC-ASA-19] 
- 重构客服角色设定，增加系统指令部分
- 添加口语化、亲切语气等7项客服准则
- 优化知识库内容引用格式
- 移除暴露AI身份的提示词
 2026-02-25 14:45:38 +08:00
MerCry 4579159c0a feat(ui): 前端浅色调风格优化与下拉框显示修复 
- 建立全局浅色调样式系统，统一配色风格
- 优化导航栏设计，添加品牌标识
- 修复下拉框被遮挡问题，添加 teleported 和 popper 配置
- 优化 LLM 选择器中当前配置标签的显示
- 重构控制台页面，采用白色卡片风格
- 统一所有页面的视觉风格，提升用户体验
 2026-02-25 14:06:37 +08:00
MerCry fc53fdc6ac feat(AISVC-T8): LLM配置管理与RAG调试输出支持 [AC-AISVC-42, AC-AISVC-43, AC-AISVC-44, AC-AISVC-45, AC-AISVC-46, AC-AISVC-47, AC-AISVC-48, AC-AISVC-49, AC-AISVC-50] 
- 新增 LLMProviderFactory 工厂类支持 OpenAI/Ollama/Azure [AC-AISVC-42]
- 新增 LLMConfigManager 支持配置热更新 [AC-AISVC-43, AC-AISVC-44]
- 新增 LLM 管理 API 端点 [AC-AISVC-42~AC-AISVC-46]
- 更新 RAG 实验接口支持 AI 回复生成 [AC-AISVC-47, AC-AISVC-49]
- 新增 RAG 实验流式输出 SSE [AC-AISVC-48]
- 支持指定 LLM 提供者 [AC-AISVC-50]
- 更新 OpenAPI 契约添加 LLM 管理接口
- 更新前后端规范文档 v0.4.0 迭代
 2026-02-25 01:25:53 +08:00
MerCry 559d8c0c53 feat(ASA-P5): PDF智能分块处理，使用tiktoken按token分块并保留页码元数据 [AC-ASA-01] 2026-02-25 01:16:59 +08:00
MerCry c1d76093aa feat(AISVC-T7): 嵌入模型可插拔设计与文档解析支持 [AC-AISVC-29, AC-AISVC-30, AC-AISVC-31, AC-AISVC-32, AC-AISVC-33, AC-AISVC-34, AC-AISVC-35, AC-AISVC-36, AC-AISVC-37, AC-AISVC-38, AC-AISVC-39, AC-AISVC-40, AC-AISVC-41] 
- 新增 EmbeddingProvider 抽象基类和工厂模式 [AC-AISVC-29, AC-AISVC-30]
- 实现 OllamaEmbeddingProvider 和 OpenAIEmbeddingProvider [AC-AISVC-29, AC-AISVC-30]
- 新增 EmbeddingConfigManager 支持配置热更新 [AC-AISVC-31, AC-AISVC-32]
- 新增 DocumentParser 抽象接口和工厂类 [AC-AISVC-33]
- 实现 PDF/Word/Excel/Text 文档解析器 [AC-AISVC-33, AC-AISVC-34, AC-AISVC-35]
- 新增嵌入管理 API 端点 [AC-AISVC-38, AC-AISVC-39, AC-AISVC-40, AC-AISVC-41]
- 更新文档上传流程支持多格式文档解析 [AC-AISVC-36, AC-AISVC-37]
- 更新 OpenAPI 契约添加嵌入管理接口
- 添加数据库初始化脚本
- 更新规范文档标记 Phase 7 完成
 2026-02-24 23:08:08 +08:00
MerCry 4b64a4dbf4 feat(AISVC-T6.9): 集成Ollama嵌入模型修复RAG检索问题 
## 问题修复
- 替换假嵌入(SHA256 hash)为真实Ollama nomic-embed-text嵌入
- 修复Qdrant客户端版本不兼容导致score_threshold参数失效
- 降低默认分数阈值从0.7到0.3

## 新增文件
- ai-service/app/services/embedding/ollama_embedding.py

## 修改文件
- ai-service/app/api/admin/kb.py: 索引任务使用真实嵌入
- ai-service/app/core/config.py: 新增Ollama配置,向量维度改为768
- ai-service/app/core/qdrant_client.py: 移除score_threshold参数
- ai-service/app/services/retrieval/vector_retriever.py: 使用Ollama嵌入
 2026-02-24 22:15:53 +08:00
MerCry 5148c6ef42 feat(AISVC-T6.9): 前后端接口对接修正及Dashboard/RAG Lab功能完善 
## 后端修改
- 新增 Dashboard 统计 API (/admin/dashboard/stats)
- 新增知识库列表 API (/admin/kb/knowledge-bases)，返回文档数量
- 会话列表 API 新增 tenantId 字段
- KBService 新增 list_knowledge_bases 方法

## 前端修改
- Dashboard 页面对接真实后端 API
- RAG Lab 知识库选择器显示文档数量
- Monitoring 页面修复数据映射
- 新增 dashboard.ts API 文件
- kb.ts 新增 listKnowledgeBases 函数
 2026-02-24 19:59:26 +08:00
MerCry fb3c8ca2aa feat(ai-service): v0.2.0 前后端联调真实对接 
实现内容:
- 新增知识库实体模型 (KnowledgeBase, Document, IndexJob)
- 新增 KBService 服务层，支持文档上传、存储、索引任务管理
- 实现知识库管理 API 真实对接 (POST/GET /admin/kb/documents)
- 实现索引任务状态查询 API (GET /admin/kb/index/jobs/{jobId})
- 实现 RAG 实验室真实向量检索 (POST /admin/rag/experiments/run)
- 实现会话监控真实数据库查询 (GET /admin/sessions)

规范更新:
- requirements.md: v0.1.0 -> v0.2.0, 新增 AC-AISVC-21~28
- tasks.md: v0.1.0 -> v0.2.0, 新增 Phase 6 (9个任务)
- openapi.admin.yaml: L0 -> L1, 更新 x-requirements 映射

验收标准: AC-AISVC-21, AC-AISVC-22, AC-AISVC-23, AC-AISVC-24,
          AC-AISVC-25, AC-AISVC-26, AC-AISVC-27, AC-AISVC-28
 2026-02-24 18:16:29 +08:00
MerCry 2e5ddc3653 feat: implement admin management APIs [AC-ASA-01, AC-ASA-02, AC-ASA-05, AC-ASA-07, AC-ASA-08, AC-ASA-09] 2026-02-24 16:10:27 +08:00
MerCry 66fa2d2677 feat(ai-service): implement confidence calculation for T3.3 [AC-AISVC-17, AC-AISVC-18, AC-AISVC-19] 
- Add ConfidenceCalculator class for confidence scoring
- Implement retrieval insufficiency detection (hit count, score threshold, evidence tokens)
- Implement confidence calculation based on retrieval scores
- Implement shouldTransfer logic with configurable threshold
- Add transferReason for low confidence scenarios
- Add comprehensive unit tests (19 test cases)
- Update config with confidence-related settings
 2026-02-24 13:31:42 +08:00
MerCry 0a167d69f0 feat(ai-service): implement LLM Adapter for T3.1 [AC-AISVC-02, AC-AISVC-06] 
- Add LLMClient abstract base class with generate/stream_generate interfaces
- Implement OpenAIClient with httpx for OpenAI-compatible API calls
- Add retry logic with tenacity for timeout handling
- Support both non-streaming and streaming generation
- Add comprehensive unit tests for LLM Adapter
- Fix entities.py JSON column type for SQLModel compatibility
 2026-02-24 13:19:38 +08:00