caoxiaozhu 3a9d154783 feat(flywheel): few-shot 在线检索注入打通风险规则编译链路 ...

- 新增 FewShotStore：独立 Qdrant collection few_shot_samples，向量 upsert/search/delete，
  全程失败降级不阻塞主链路
- 新增 FewShotIngestionService：RiskObservation confirmed/false_positive → FewShotSample +
  向量，带 sample_key 幂等去重
- 新增 FewShotRetriever：按 case 特征检索相似历史样本，去重 + token 预算 + 单条字符上限裁剪
- risk_observations.create_feedback commit 后挂 hook 自动入库，带 feature flag 和 try/except 兜底
- risk_rule_generation_prompt 新增 few_shot_samples 可选参数，合并进 examples 并标
  source=historical_confirmed；risk_rule_generation 构造 prompt 前调 retriever，失败降级为空

2026-07-03 13:55:52 +08:00

..

algorithem

feat: 新增风险图谱算法与系统仪表盘及操作反馈体系

2026-05-30 15:46:51 +08:00

api

refactor(server): Phase 1 图拓扑重构 - LangGraph 成为唯一编排者

2026-06-25 15:44:20 +08:00

core

refactor(server): steward 决策链路改用 LangGraph 编排

2026-06-24 21:58:35 +08:00

db

feat(flywheel): 抽公共 EmbeddingProvider 并新增 FewShotSample 模型

2026-07-03 13:55:39 +08:00

middleware

Add vue-router, login/setup flow and backend logging

2026-05-06 22:23:42 +08:00

models

feat(flywheel): 抽公共 EmbeddingProvider 并新增 FewShotSample 模型

2026-07-03 13:55:39 +08:00

repositories

feat: 报销审批流重构与管家计划全链路贯通

2026-06-06 17:19:07 +08:00

schemas

feat(server): 设置持久化新增 LLM 模型表与主题字段

2026-06-26 22:41:40 +08:00

services

feat(flywheel): few-shot 在线检索注入打通风险规则编译链路

2026-07-03 13:55:52 +08:00

skills/domain

feat: 数字员工财务报告体系与定时提醒及看板快照调度

2026-06-03 09:25:23 +08:00

test_helpers

refactor: consolidate finance workflow modules

2026-06-23 11:21:18 +08:00

__init__.py

feat: add FastAPI backend with PostgreSQL and start script fixes

2026-05-06 17:43:47 +08:00

main.py

feat(startup): 服务端启动 bootstrap 与缓存预热

2026-06-18 22:11:37 +08:00