Merge pull request #59 from mafirs/pr/tentix-sync-20260526-0735

Update workflow README

Author: mafirs

.github/workflows/README.md

@@ -30,11 +30,12 @@ This directory contains GitHub Actions workflows for different scenarios in the
 ### 3. `docker-publish.yml` - Build & Deploy
 **Trigger:**
 - `push` to main branch
-- `pull_request` closed (merged) to main branch
+
+Merging a PR into `main` creates a main branch push, which triggers this workflow.
 
 **Purpose:** Production deployment pipeline
 
-- ✅ Full test suite
+- ✅ Test step when configured
 - ✅ Application build
 - ✅ Docker image build and push to multiple registries
 - ✅ Version tagging
@@ -108,4 +109,4 @@ This directory contains GitHub Actions workflows for different scenarios in the
 
 2. **From Main Repository:**
    - Create PR → Full CI runs automatically
-   - All checks must pass before merge 
+   - All checks must pass before merge

README.md

@@ -78,7 +78,8 @@ graph TD
 ## Features
 
 - Customer service chat system
-- AI workflow (LangGraph: Analyze → Generate query → Retrieve → Generate answer)
+- Configurable AI workflow with RAG, handoff, and MCP-style integration nodes
+- Admin knowledge base management: browse, edit, disable/delete entries, and rebuild indexes
 - Multi-channel notifications; Feishu supported; other IM/forms via modular integration
 - Extensible architecture: Modular design for pluggable extensions
 - Unified authentication design: Pluggable third-party integrations
@@ -230,10 +231,10 @@ Planned features in priority order, covering Admin and Agent dashboards:
     - Historical ticket indexing: scheduled jobs (e.g., every 7/14 days)
     - General docs: upload, parse, and structure into unified knowledge entries
   - KB hit testing: test retrieval and answer quality without creating tickets
-  - KB visualization: view and visualize starred/general/historical KB entries
+  - Enhanced KB visualization and analytics for starred/general/historical KB entries
   - Knowledge graph visualization: entities, relations, and weights
   - Prompt customization: visualize and A/B test the agent workflow prompts
-  - Workflow orchestration: evolve the fixed workflow into a composable bot
+  - Workflow orchestration: improve composable bot workflows and advanced node integrations
 - Analytics
   - Ticket distribution: by category (pie), feedback tickets ratio (pie)
   - KB hit rate: trend and distribution
@@ -251,8 +252,8 @@ Todo summary:
 
 - [ ] Admin: Staff management and account binding (Sealos/Feishu)
 - [ ] Admin: General docs and historical ticket indexing (with schedules)
-- [ ] Admin: KB hit testing and visualization
-- [ ] Admin: Prompt customization and workflow orchestration
+- [ ] Admin: KB hit testing, visualization, and analytics enhancements
+- [ ] Admin: Prompt customization and advanced workflow orchestration
 - [ ] Analytics: Ticket distribution, hit rate, volume, and feedback trends
 - [ ] Agent: Hit testing and index visualization; personal metrics dashboard
 

README.zh-CN.md

@@ -76,7 +76,8 @@ graph TD
 ## 已实现特性
 
 - 客服聊天系统
-- AI 能力（LangGraph 工作流：分析 → 生成查询 → 检索 → 生成答复）
+- 可配置 AI 工作流，支持 RAG、转人工、MCP 等节点
+- 后台知识库管理：查看、编辑、禁用/删除知识内容，保存后重建索引
 - 多渠道通知推送,飞书已支持，其它 IM/表单可按模块化接入
 - 🔧 可扩展架构：模块化设计，支持按需扩展
 - 统一认证设计：插拔式配置第三方接口，便于对接第三方系统
@@ -228,10 +229,10 @@ bun run build --force
     - 历史工单索引：支持定时任务（如每 7/14 天）
     - 通用文档：上传、解析与结构化抽取，形成统一知识条目
   - 知识库命中测试：无需新建工单即可测试检索命中与答复质量
-  - 知识库图形面板：收藏对话/通用文档/历史工单的索引查看与可视化
+  - 知识库可视化与分析增强：收藏对话/通用文档/历史工单的索引查看
   - 知识图谱可视化：知识条目、关系与权重的图形化展示
   - 提示词定制化：Agent 工作流提示词可视化配置与 A/B 实验
-  - 工作流编排：将当前固定工作流演进为可编排机器人模式
+  - 工作流编排：增强可编排机器人工作流与高级节点集成
 - 数据分析面板
   - 工单分布：按种类的饼图、反馈工单占比（饼图）
   - 知识库命中率：趋势与分布
@@ -249,8 +250,8 @@ Todo 列表（摘要）：
 
 - [ ] Admin：人员管理与账号绑定（Sealos/飞书）
 - [ ] Admin：通用文档与历史工单索引（含定时任务）
-- [ ] Admin：知识库命中测试与图形面板
-- [ ] Admin：提示词定制化与工作流编排
+- [ ] Admin：知识库命中测试、可视化与分析增强
+- [ ] Admin：提示词定制化与高级工作流编排
 - [ ] 分析：工单分布、命中率、数量与反馈趋势
 - [ ] 客服端：命中测试与索引可视化；个人指标看板