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feat(analyst): Add analyze endpoint and chart specification validation

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- Introduced a new `/analyze` endpoint in the analyst API to process analysis requests, allowing users to receive textual interpretations and chart specifications based on provided prompts.
- Enhanced `analyst_schemas.py` with `AnalyzeRequest` and `ChartSpec` models to structure analysis requests and validate chart specifications.
- Implemented chart validation logic in a new `analyst_chart.py` service, ensuring that chart types and fields are correctly specified and conform to allowed values.
- Updated `AnalystAgent` to handle analysis requests, integrating the new logic for generating responses based on user prompts and data availability.
- Added unit tests to verify the functionality of the new endpoint and validation mechanisms, ensuring robustness and reliability.

This update significantly enhances the analytical capabilities of the application, providing users with improved tools for data interpretation and visualization.
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zhanghongyu_0626
2026-09-12 12:33:37 +08:00
parent d4a2461ba4
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| 模块 | 职责 | 依赖 | 代码状态 |
| --- | --- | --- | --- |
| Agent Gateway / Auth SDK | JWT、RBAC、归属校验 | Redis、MySQL customer_advisor_rel | **已实现（T-01 + AL-09）**：模块 `service/auth_service.py` + `api/deps.py`；宿主 `gateway/` 四件套并存；`/api/auth/login` 统一走 `issue_dev_token`；S2 接缝 `auth_adapter.module_auth_from_host` |
| 客户财富 Agent | L1 画像、事实查询、阈值提醒 | Core RO、Milvus 产品库 | **S2 + Wave3（2026-09-11）**：Chat SSE · 1B/R1 · C-04/C-05/C-11 · L1 懒读 · **833 pytest**
| 客户财富 Agent | L1 画像、事实查询、阈值提醒 | Core RO、Milvus 产品库 | **S2 + Wave3（2026-09-11）**：Chat SSE · 1B/R1 · C-04/C-05/C-11 · **861 pytest** |
| 代理人助手 Agent | L2 画像、RAG、草稿 | L1 只读、Milvus | **Chat 骨架已通（agent_service/advisor）· 产品未完整接入：无独立深编排 · T-20 / A-01~A-05 未做** |
| 数据分析 Agent | NL→SQL→解读 | Core RO、画像只读 | **S3+P2+D-06+D-09 子集 + N-03/N-07（2026-09-11）**：interpret 拆分 · sql_guard **Q17** · sample/escalate · **833 pytest** |
| 数据分析 Agent | NL→SQL→解读 | Core RO、画像只读 | **S3+D-06（2026-09-12）**：`match_phrases` · 内置 few-shot · `/analyze` · `/template-prompts` · **861 pytest** |
| 风控监测 Agent | 预警、L3、R-02 适当性 | 交易事件、AML 名单 | **已实现 B1~B9b + C1~C6（FR-1~10）** + **TEST-RISK-001 修复**；**AL-09 已并入 `merger` 分支** |
| Core 只读层 | L0 事实查询 | `jinrong_core` | **已实现 + 已接对话 Tool（T-04）**：core_ro 经 app/tool/core_tools.py 三只读 Tool（L0/持仓/流水）进 chat；风控扩展查询照旧 |
| 共用底座 | 会话、审计、输入防护 | MySQL 11 表 + Redis | **已接入（2026-09-07）**：会话（T-06 session_repository + memory_service 窗口）、审计中间件（T-02 http_access + input_guard_log 双写）、agent_tool_call Tool 留痕（T-04）、输入防护（T-03 input_guard：注入词表纯函数检测 + oversize + Redis 固定窗口限流，chat 链路 限流→注入/超长→归属） |
| 对话编排 | LangGraph StateGraph + DeepSeek | langgraph/langchain-openai | **已实现**：customer/advisor/risk/analyst 四线；**analyst 问数**独立 `analyst_agent`（非 chat StateGraph） |
| 同步脚本 | 归属、Neo4j | Core → agent / 图库 | **sync_*.py 已实现** |
| 前端 Demo（`web/`） | 四角色工作台、平台读 UI、Chat | FastAPI v0.1 + chat B/C | **P0 Demo（2026-09-11）**：问数+解读按钮 · 模板/缓存 Tag · **`/analytics/chat`→问数** · **22 Vitest** |
| 前端 Demo（`web/`） | 四角色工作台、平台读 UI、Chat | FastAPI v0.1 + chat B/C | **P0 Demo（2026-09-12）**：问数常用问法/标星 · 分析助手 Modal · **27 Vitest** |
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