Update readme.

@@ -56,15 +56,18 @@ Say goodbye to traditional data dashboards. In "WeiYu", everything starts with a
 <img src="static/image/framework.png" alt="banner" width="800">
 <img src="static/image/framework.png" alt="banner" width="800">
 </div>
 </div>
 
 
-A complete analysis workflow:
-1. User Query → Flask main application receives the query
-2. Parallel Launch → Three Agents start working simultaneously
-3. Preliminary Analysis → Each Agent uses dedicated tools for overview search
-4. Strategy Formulation → Develop segmented research strategies based on preliminary results
-5. In-depth Research → Multi-round search and reflection mechanisms calling respective tools
-6. Forum Collaboration → ForumEngine accepts key findings from each Agent and facilitates Agent communication
-7. Result Integration → Report Agent collects all analysis results and forum content
-8. Report Generation → Dynamically select templates and styles, generate final reports through multiple rounds
+### Complete Analysis Workflow
+
+| Step | Phase Name | Main Operations | Participating Components |
+|------|------------|-----------------|-------------------------|
+| 1 | User Query | Flask main application receives the query | Flask Main Application |
+| 2 | Parallel Launch | Three Agents start working simultaneously | Query Agent, Media Agent, Insight Agent |
+| 3 | Preliminary Analysis | Each Agent uses dedicated tools for overview search | Each Agent + Dedicated Toolsets |
+| 4 | Strategy Formulation | Develop segmented research strategies based on preliminary results | Internal Decision Modules of Each Agent |
+| 5 | In-depth Research | Multi-round search and reflection mechanisms calling respective tools | Each Agent + Reflection Mechanisms |
+| 6 | Forum Collaboration | ForumEngine accepts key findings from each Agent and facilitates Agent communication | ForumEngine + All Agents |
+| 7 | Result Integration | Report Agent collects all analysis results and forum content | Report Agent |
+| 8 | Report Generation | Dynamically select templates and styles, generate final reports through multiple rounds | Report Agent + Template Engine |
 
 
 ### Project Code Structure Tree
 ### Project Code Structure Tree
 
 

@@ -56,15 +56,18 @@
 <img src="static/image/framework.png" alt="banner" width="800">
 <img src="static/image/framework.png" alt="banner" width="800">
 </div>
 </div>
 
 
-一次完整的分析流程：
-1. 用户提问 → Flask主应用接收查询
-2. 并行启动 → 三个Agent同时开始工作
-3. 初步分析 → 各Agent使用专属工具进行概览搜索
-4. 策略制定 → 基于初步结果制定分块研究策略
-5. 深度研究 → 多轮搜索与反思机制调用各自工具
-6. 论坛协作 → ForumEngine接受各Agent关键发现并促进Agent交流
-7. 结果整合 → Report Agent收集所有分析结果和论坛内容
-8. 报告生成 → 动态选择模板和样式，多轮生成最终报告
+### 完整分析流程
+
+| 步骤 | 阶段名称 | 主要操作 | 参与组件 |
+|------|----------|----------|----------|
+| 1 | 用户提问 | Flask主应用接收查询 | Flask主应用 |
+| 2 | 并行启动 | 三个Agent同时开始工作 | Query Agent、Media Agent、Insight Agent |
+| 3 | 初步分析 | 各Agent使用专属工具进行概览搜索 | 各Agent + 专属工具集 |
+| 4 | 策略制定 | 基于初步结果制定分块研究策略 | 各Agent内部决策模块 |
+| 5 | 深度研究 | 多轮搜索与反思机制调用各自工具 | 各Agent + 反思机制 |
+| 6 | 论坛协作 | ForumEngine接受各Agent关键发现并促进Agent交流 | ForumEngine + 所有Agent |
+| 7 | 结果整合 | Report Agent收集所有分析结果和论坛内容 | Report Agent |
+| 8 | 报告生成 | 动态选择模板和样式，多轮生成最终报告 | Report Agent + 模板引擎 |
 
 
 ### 项目代码结构树
 ### 项目代码结构树