docs: app & agents development document (#2081)

Author: csunny

README.md

@@ -1,5 +1,5 @@
-# DB-GPT: Revolutionizing Database Interactions with Private LLM Technology
- 
+# DB-GPT: AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
+
 <p align="left">
   <img src="./assets/LOGO.png" width="100%" />
 </p>
@@ -56,8 +56,6 @@ The purpose is to build infrastructure in the field of large models, through the
   - [Support Text2NLU and Text2GQL fine-tuning]()
   - [Support Intent recognition, slot filling, and Prompt management]()
 
-
-- [Released V0.5.0 | Develop native data applications through workflows and agents](http://docs.dbgpt.cn/docs/changelog/Released_V0.5.0)
 ---
 
 ![app_chat_v0 6](https://github.com/user-attachments/assets/a2f0a875-df8c-4f0d-89a3-eed321c02113)
@@ -129,19 +127,20 @@ As of October 10, 2023, through the fine-tuning of an open-source model with 13
 ![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge&logo=macos&logoColor=F0F0F0)
 ![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge&logo=windows&logoColor=white)
 
-[**Usage Tutorial**](http://docs.dbgpt.site/docs/overview)
-- [**Install**](http://docs.dbgpt.site/docs/installation)
-  - [Docker](https://docs.dbgpt.site/docs/installation/docker)
-  - [Source Code](https://docs.dbgpt.site/docs/installation/sourcecode)
-- [**Quickstart**](http://docs.dbgpt.site/docs/quickstart)
-- [**Application**](http://docs.dbgpt.site/docs/operation_manual)
-  - [App Usage](https://docs.dbgpt.site/docs/application/app_usage)
-  - [AWEL Flow Usage](https://docs.dbgpt.site/docs/application/awel_flow_usage)
-- [**Debugging**](http://docs.dbgpt.site/docs/operation_manual/advanced_tutorial/debugging)
-- [**Advanced Usage**](https://docs.dbgpt.site/docs/application/advanced_tutorial/cli)
-  - [SMMF](https://docs.dbgpt.site/docs/application/advanced_tutorial/smmf)
-  - [Finetune](https://docs.dbgpt.site/docs/application/fine_tuning_manual/dbgpt_hub)
-  - [AWEL](https://docs.dbgpt.site/docs/latest/awel/tutorial)
+[**Usage Tutorial**](http://docs.dbgpt.cn/docs/overview)
+- [**Install**](http://docs.dbgpt.cn/docs/installation)
+  - [Docker](http://docs.dbgpt.cn/docs/installation/docker)
+  - [Source Code](http://docs.dbgpt.cn/docs/installation/sourcecode)
+- [**Quickstart**](http://docs.dbgpt.cn/docs/quickstart)
+- [**Application**](http://docs.dbgpt.cn/docs/operation_manual)
+  - [Development Guide](http://docs.dbgpt.cn/docs/cookbook/app/data_analysis_app_develop) 
+  - [App Usage](http://docs.dbgpt.cn/docs/application/app_usage)
+  - [AWEL Flow Usage](http://docs.dbgpt.cn/docs/application/awel_flow_usage)
+- [**Debugging**](http://docs.dbgpt.cn/docs/operation_manual/advanced_tutorial/debugging)
+- [**Advanced Usage**](http://docs.dbgpt.cn/docs/application/advanced_tutorial/cli)
+  - [SMMF](http://docs.dbgpt.cn/docs/application/advanced_tutorial/smmf)
+  - [Finetune](http://docs.dbgpt.cn/docs/application/fine_tuning_manual/dbgpt_hub)
+  - [AWEL](http://docs.dbgpt.cn/docs/latest/awel/tutorial)
 
 
 ## Features
@@ -214,7 +213,7 @@ At present, we have introduced several key features to showcase our current capa
   We ensure the privacy and security of data through the implementation of various technologies, including privatized large models and proxy desensitization.
 
 - Support Datasources
-  - [Datasources](http://docs.dbgpt.site/docs/modules/connections)
+  - [Datasources](http://docs.dbgpt.cn/docs/modules/connections)
 
 ## Image
 🌐 [AutoDL Image](https://www.codewithgpu.com/i/eosphoros-ai/DB-GPT/dbgpt)

README.zh.md

@@ -1,4 +1,4 @@
-# DB-GPT: 用私有化LLM技术定义数据库下一代交互方式
+# DB-GPT: AI原生数据应用开发框架
 
 <p align="left">
   <img src="./assets/LOGO.png" width="100%" />
@@ -56,8 +56,6 @@
   - GPT-Vis前端可视化升级，支持更丰富的可视化图表。 
   - 支持Text2NLU与Text2GQL微调, 即新增意图分类与从自然语言到图语言的微调。 
 
-- [V0.5.0发布——通过工作流与智能体开发原生数据应用](https://www.yuque.com/eosphoros/dbgpt-docs/owcrh9423f9rqkg2)
----
 
 ### Data Agents 
 
@@ -129,6 +127,7 @@
   - [报表分析](https://www.yuque.com/eosphoros/dbgpt-docs/vsv49p33eg4p5xc1)
   - [Agents](https://www.yuque.com/eosphoros/dbgpt-docs/pom41m7oqtdd57hm)
 - [**进阶教程**](https://www.yuque.com/eosphoros/dbgpt-docs/dxalqb8wsv2xkm5f)
+  - [数智应用开发](https://www.yuque.com/eosphoros/dbgpt-docs/ancwnrsk9agc6e4w)
   - [智能体工作流使用](https://www.yuque.com/eosphoros/dbgpt-docs/hcomfb3yrleg7gmq)
   - [智能应用使用](https://www.yuque.com/eosphoros/dbgpt-docs/aiagvxeb86iarq6r)
   - [多模型管理](https://www.yuque.com/eosphoros/dbgpt-docs/huzgcf2abzvqy8uv)
@@ -278,19 +277,20 @@ The MIT License (MIT)
 
 ## 联系我们
 
+  **说明: 由于微信群人数上限的限制, 我们的答疑与问题支持优先会在钉钉大群进行。**
 <div style="display: flex; justify-content: space-around;">
-    <figure style="display: flex; flex-direction: column;">
-        <img src="./assets/wechat.jpg" alt="图片1" style="width: 200px;">
-        <p style="text-align: center;">
-          微信
-        </p> 
-    </figure>
     <figure style="display: flex; flex-direction: column;">
         <img src="./assets/ding.jpg" alt="图片2" style="width: 220px;">
         <p style="text-align: center;">
           钉钉
         </p>
     </figure>
+    <figure style="display: flex; flex-direction: column;">
+        <img src="./assets/wechat.jpg" alt="图片1" style="width: 200px;">
+        <p style="text-align: center;">
+          微信
+        </p> 
+    </figure>
 </div>
 
 <!-- <p align="center">

assets/wechat.jpg

@@ -69,7 +69,7 @@ async def _load_thinking_messages(
         rely_messages: Optional[List[AgentMessage]] = None,
         context: Optional[Dict[str, Any]] = None,
         is_retry_chat: Optional[bool] = False,
-    ) -> (List[AgentMessage], Optional[Dict]):
+    ) -> tuple[List[AgentMessage], Optional[Dict]]:
         if rely_messages and len(rely_messages) > 0:
             return rely_messages[-1:], None
         else: