docs: add new feature docs reference (#1238)

Author: csunny

README.md

@@ -39,19 +39,25 @@
 
 ## What is DB-GPT?
 
-DB-GPT is an open source AI native data app development framework with AWEL(Agentic Workflow Expression Language) and agents. The purpose is to build infrastructure in the field of large models, through the development of multiple technical capabilities such as multi-model management (SMMF), Text2SQL effect optimization, RAG framework and optimization, Multi-Agents framework collaboration, AWEL (agent workflow orchestration), etc. Which makes large model applications with data simpler and more convenient.
+🤖 **DB-GPT is an open source AI native data app development framework with AWEL(Agentic Workflow Expression Language) and agents**. 
 
-In the Data 3.0 era, based on models and databases, enterprises and developers can build their own bespoke applications with less code.
+The purpose is to build infrastructure in the field of large models, through the development of multiple technical capabilities such as multi-model management (SMMF), Text2SQL effect optimization, RAG framework and optimization, Multi-Agents framework collaboration, AWEL (agent workflow orchestration), etc. Which makes large model applications with data simpler and more convenient.
+
+
+🚀 **In the Data 3.0 era, based on models and databases, enterprises and developers can build their own bespoke applications with less code.**
+
+### AI-Native Data App 
+---
+- 🔥🔥🔥 [Released V0.5.0 | Develop native data applications through workflows and agents](https://docs.dbgpt.site/docs/changelog/Released_V0.5.0)
+---
 
-### Data Agents
 ![Data-awels](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/37d116fc-d9dd-4efa-b4df-9ab02b22541c)
 
 ![Data-Apps](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/a7bf6d65-92d1-4f0e-aaf0-259ccdde22fd)
 
 ![dashboard-images](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/1849a79a-f7fd-40cf-bc9c-b117a041dd6a)
 
 
-
 ## Contents
 - [Introduction](#introduction)
 - [Install](#install)
@@ -115,9 +121,17 @@ As of October 10, 2023, through the fine-tuning of an open-source model with 13
 
 [**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/awel/get_started)
 
 
 ## Features

README.zh.md

@@ -37,20 +37,27 @@
 </div>
 
 ## DB-GPT 是什么？
-DB-GPT是一个开源的AI原生数据应用开发框架(AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents)。目的是构建大模型领域的基础设施，通过开发多模型管理(SMMF)、Text2SQL效果优化、RAG框架以及优化、Multi-Agents框架协作、AWEL(智能体工作流编排)等多种技术能力，让围绕数据库构建大模型应用更简单，更方便。 
 
-数据3.0 时代，基于模型、数据库，企业/开发者可以用更少的代码搭建自己的专属应用。
+🤖️ **DB-GPT是一个开源的AI原生数据应用开发框架(AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents)。**
+
+目的是构建大模型领域的基础设施，通过开发多模型管理(SMMF)、Text2SQL效果优化、RAG框架以及优化、Multi-Agents框架协作、AWEL(智能体工作流编排)等多种技术能力，让围绕数据库构建大模型应用更简单，更方便。 
+
+🚀 **数据3.0 时代，基于模型、数据库，企业/开发者可以用更少的代码搭建自己的专属应用。**
 
 ## 效果演示
 
-### Data Agents 
+### AI原生数据智能应用
+---
+- 🔥🔥🔥 [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)
+---
 
-![awel_web_search_flow](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/fe1eaf9e-5a0f-4d09-b1a7-f8dc75682695)
+### Data Agents 
 
-![chat_excel](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/03d67da4-b9b9-4df3-8890-176a0941dab8)
+![Data-awels](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/37d116fc-d9dd-4efa-b4df-9ab02b22541c)
 
-![data agents](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/ced393b4-9180-437a-90c5-b43633cda8cb)
+![Data-Apps](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/a7bf6d65-92d1-4f0e-aaf0-259ccdde22fd)
 
+![dashboard-images](https://github.com/eosphoros-ai/DB-GPT/assets/17919400/1849a79a-f7fd-40cf-bc9c-b117a041dd6a)
 
 ## 目录
 - [架构方案](#架构方案)
@@ -100,21 +107,27 @@ DB-GPT是一个开源的AI原生数据应用开发框架(AI Native Data App Deve
 
 [**教程**](https://www.yuque.com/eosphoros/dbgpt-docs/bex30nsv60ru0fmx)
 - [**快速开始**](https://www.yuque.com/eosphoros/dbgpt-docs/ew0kf1plm0bru2ga)
-  - [**源码安装**](https://www.yuque.com/eosphoros/dbgpt-docs/urh3fcx8tu0s9xmb)
-  - [**Docker安装**](https://www.yuque.com/eosphoros/dbgpt-docs/glf87qg4xxcyrp89)
-  - [**Docker Compose安装**](https://www.yuque.com/eosphoros/dbgpt-docs/wwdu11e0v5nkfzin)
+  - [源码安装](https://www.yuque.com/eosphoros/dbgpt-docs/urh3fcx8tu0s9xmb)
+  - [Docker安装](https://www.yuque.com/eosphoros/dbgpt-docs/glf87qg4xxcyrp89)
+  - [Docker Compose安装](https://www.yuque.com/eosphoros/dbgpt-docs/wwdu11e0v5nkfzin)
 - [**使用手册**](https://www.yuque.com/eosphoros/dbgpt-docs/tkspdd0tcy2vlnu4)
-  - [**知识库**](https://www.yuque.com/eosphoros/dbgpt-docs/ycyz3d9b62fccqxh)
-  - [**数据对话**](https://www.yuque.com/eosphoros/dbgpt-docs/gd9hbhi1dextqgbz)
-  - [**Excel对话**](https://www.yuque.com/eosphoros/dbgpt-docs/prugoype0xd2g4bb)
-  - [**数据库对话**](https://www.yuque.com/eosphoros/dbgpt-docs/wswpv3zcm2c9snmg)
-  - [**报表分析**](https://www.yuque.com/eosphoros/dbgpt-docs/vsv49p33eg4p5xc1)
-  - [**Agents**](https://www.yuque.com/eosphoros/dbgpt-docs/pom41m7oqtdd57hm)
+  - [知识库](https://www.yuque.com/eosphoros/dbgpt-docs/ycyz3d9b62fccqxh)
+  - [数据对话](https://www.yuque.com/eosphoros/dbgpt-docs/gd9hbhi1dextqgbz)
+  - [Excel对话](https://www.yuque.com/eosphoros/dbgpt-docs/prugoype0xd2g4bb)
+  - [数据库对话](https://www.yuque.com/eosphoros/dbgpt-docs/wswpv3zcm2c9snmg)
+  - [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)
+  - [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)
+  - [命令行使用](https://www.yuque.com/eosphoros/dbgpt-docs/gd4kgumgd004aly8)
 - [**模型服务部署**](https://www.yuque.com/eosphoros/dbgpt-docs/vubxiv9cqed5mc6o)
-  - [**单机部署**](https://www.yuque.com/eosphoros/dbgpt-docs/kwg1ed88lu5fgawb)
-  - [**集群部署**](https://www.yuque.com/eosphoros/dbgpt-docs/gmbp9619ytyn2v1s)
-  - [**vLLM**](https://www.yuque.com/eosphoros/dbgpt-docs/bhy9igdvanx1uluf)
+  - [单机部署](https://www.yuque.com/eosphoros/dbgpt-docs/kwg1ed88lu5fgawb)
+  - [集群部署](https://www.yuque.com/eosphoros/dbgpt-docs/gmbp9619ytyn2v1s)
+  - [vLLM](https://www.yuque.com/eosphoros/dbgpt-docs/bhy9igdvanx1uluf)
 - [**如何Debug**](https://www.yuque.com/eosphoros/dbgpt-docs/eyg0ocbc2ce3q95r)
+- [**AWEL**](https://www.yuque.com/eosphoros/dbgpt-docs/zozbzslbfk0m0op5)
 - [**FAQ**](https://www.yuque.com/eosphoros/dbgpt-docs/gomtc46qonmyt44l)
 
 ## 特性一览