9f28498b97
docs: add v0.9.0 retrieval embedding strategy spec [AC-DOCS-V0.9]
2026-03-10 12:12:34 +08:00
812af6c7a1
docs: update spec and docs for v0.8.0 intent hybrid routing and mid-platform features [AC-DOCS]
2026-03-10 12:10:50 +08:00
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
f80f8f72bf
docs: update tasks and progress for Phase 14 output guardrail [AC-AISVC-78~AC-AISVC-85]
2026-02-27 17:53:17 +08:00
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
ff35538a01
feat(ai-service): implement intent recognition and rule engine (Phase 12 T12.1-T12.5)
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[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
eb93636227
feat: 实现 Prompt 模板化功能 (Phase 10 T10.1-T10.8) [AC-AISVC-51~AC-AISVC-58]
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- 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
a23f1a2089
docs: 更新任务清单，添加 Phase 9 租户管理与 RAG 优化任务 [AC-AISVC-10, AC-ASA-01]
2026-02-25 23:07:34 +08:00
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
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
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
2ffcb16861
chore(spec): confirm open questions + add list endpoints [AC-ASA-01]
2026-02-24 14:20:22 +08:00
71e966d62a
docs(ai-service): update progress files [AISVC-ALL] all phases completed
...
- Update spec/ai-service/progress.md with Phase 3 completion details
- Update spec/ai-service/tasks.md status to completed
- All 5 phases (23 tasks) completed: T1.1-T1.6, T2.1-T2.5, T3.1-T3.5, T4.1-T4.4, T5.1-T5.3
- 184 tests passing
- All AC markers covered: AC-AISVC-01~AC-AISVC-20
2026-02-24 14:02:33 +08:00
b97b09677d
docs: update progress for Phase 1 and Phase 2 completion [AC-AISVC-01~AC-AISVC-20]
2026-02-24 13:59:55 +08:00
43ce9837a1
feat(ai-service): add contract validation tests for T3.5 [AC-AISVC-02]
...
- Verify ChatResponse fields match OpenAPI contract
- Test required fields: reply, confidence, shouldTransfer
- Test optional fields: transferReason, metadata
- Test JSON serialization uses camelCase (by_alias=True)
- Test confidence range validation [0.0, 1.0]
- Test ChatRequest contract compliance
- Test ErrorResponse contract compliance
- Test SSEFinalEvent matches ChatResponse structure
- Test SSEErrorEvent matches ErrorResponse structure
- Add end-to-end contract validation with OrchestratorService
- All 184 tests passing
2026-02-24 13:55:17 +08:00
e4dc3d97e2
feat(ai-service): add Phase 5 integration and contract tests [AC-AISVC-10,11,17,18]
...
- Add multi-tenant integration tests (test_integration_tenant.py)
- Add RAG smoke tests (test_rag_smoke.py)
- Add API contract tests (test_contract.py)
- 184 tests passing
- Phase 4 & 5 complete
2026-02-24 13:53:55 +08:00
6d54030e0d
feat(ai-service): implement complete Orchestrator generation pipeline for T3.4 [AC-AISVC-01, AC-AISVC-02]
...
- Integrate Memory, ContextMerger, Retriever, LLMClient, ConfidenceCalculator
- Implement 8-step generation pipeline:
1. Load local history from Memory
2. Merge with external history (dedup + truncate)
3. RAG retrieval (optional)
4. Build prompt with context and evidence
5. LLM generation
6. Calculate confidence
7. Save messages to Memory
8. Return ChatResponse
- Add GenerationContext dataclass for tracking intermediate results
- Implement fallback response mechanism for error handling
- Add 21 unit tests for OrchestratorService
- All 138 tests passing
2026-02-24 13:47:12 +08:00
00953196c9
feat(ai-service): implement SSE state machine and error handling [AC-AISVC-08, AC-AISVC-09]
...
- Integrate state machine in API layer for proper event sequencing
- Ensure message* -> final/error -> close sequence
- Prevent events after final/error
- Convert streaming exceptions to error events
- Add comprehensive state machine tests
- 117 tests passing
2026-02-24 13:32:59 +08:00
c9f2c1eb3a
feat(ai-service): implement SSE event generator for message events [AC-AISVC-07]
...
- Optimize Orchestrator streaming output with LLM client integration
- Implement _stream_from_llm() to wrap LLM chunks as message events
- Implement _stream_mock_response() for demo/testing
- Add SSE event format tests (message/final/error)
- Fix by_alias=True for final event JSON output
- 79 tests passing
2026-02-24 13:28:10 +08:00
4cee28e9f4
docs: mark Phase 1 and Phase 2 tasks as completed [AC-AISVC-01~AC-AISVC-20]
2026-02-24 13:22:56 +08:00
e99d324398
docs: add ai-service progress tracking [AC-AISVC-06]
2026-02-24 13:20:11 +08:00
cc70ffeca6
docs: confirm open questions and update design [AC-AISVC-01]
2026-02-24 13:00:08 +08:00
1b73706574
docs: add ai-service design [AC-AISVC-01]
2026-02-24 12:54:59 +08:00
2fdc91a54c
docs: add ai-service provider openapi [AC-AISVC-01]
2026-02-24 12:43:57 +08:00
78fec1fc8e
docs: add ai-service requirements [AC-AISVC-01]
2026-02-24 12:35:28 +08:00
MerCry