Add Chinese README.md (#42)

README.md

@@ -1,14 +1,26 @@
+English | [**中文**](README_ZH.md)
+
 # AgentScope
 
+[![](https://img.shields.io/badge/cs.MA-2402.14034-B31C1C?logo=arxiv&logoColor=B31C1C)](https://arxiv.org/abs/2402.14034)
+[![](https://img.shields.io/badge/python-3.9+-blue)](https://pypi.org/project/agentscope/)
+[![](https://img.shields.io/badge/pypi-v0.0.1-blue?logo=pypi)](https://pypi.org/project/agentscope/)
+[![](https://img.shields.io/badge/Docs-English%7C%E4%B8%AD%E6%96%87-blue?logo=markdown)](https://modelscope.github.io/agentscope/#welcome-to-agentscope-tutorial-hub)
+[![](https://img.shields.io/badge/Docs-API_Reference-blue?logo=markdown)](https://modelscope.github.io/agentscope/)
+[![](https://img.shields.io/badge/ModelScope-Demos-4e29ff.svg?logo=data:image/svg+xml;base64,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)](https://modelscope.cn/studios?name=agentscope&page=1&sort=latest)
+
+[![](https://img.shields.io/badge/license-Apache--2.0-black)](./LICENSE)
+[![](https://img.shields.io/badge/Contribute-Welcome-green)](https://modelscope.github.io/agentscope/tutorial/contribute.html)
+
 AgentScope is an innovative multi-agent platform designed to empower developers to build multi-agent applications with ease, reliability, and high performance. It features three high-level capabilities:
 
-- **Easy-to-Use**: Programming in pure Python with various pre-built components for immediate use, suitable for developers or users with varying levels of customization requirements. Detailed documentation and examples are provided to help you get started, see our [Tutorial](https://modelscope.github.io/agentscope/).
+- **Easy-to-Use**: Programming in pure Python with various pre-built components for immediate use, suitable for developers or users with varying levels of customization requirements. Detailed documentation and examples are provided to help you get started, see our [Tutorial](https://modelscope.github.io/agentscope/#welcome-to-agentscope-tutorial-hub).
 
 - **High Robustness**: Supporting customized fault-tolerance controls and retry mechanisms to enhance application stability.
 
 - **Actor-Based Distribution**: Enabling developers to build distributed multi-agent applications in a centralized programming manner for streamlined development.
 
-If you find our work helpful, please kindly cite [our paper](#references).
+If you find our work helpful, please kindly cite [our paper](https://arxiv.org/abs/2402.14034).
 
 Welcome to join our community on
 
@@ -83,7 +95,7 @@ pip install -e .\[distribute\]
 - Use the following command to install the latest released AgentScope.
 
 ```bash
-pip install AgentScope
+pip install agentscope
 ```
 
 ## Quick Start
@@ -277,7 +289,6 @@ AgentScope provides built-in resources for developers to build their own applica
 - UserAgent
 - DialogAgent
 - DictDialogAgent
-- RpcDialogAgent
 - ...
 
 ##### Services
@@ -291,9 +302,9 @@ AgentScope provides built-in resources for developers to build their own applica
 
 ##### Example Applications
 
-- Example of Conversation: [examples/Conversation](examples/conversation/README.md)
-- Example of Werewolf: [examples/Werewolf](examples/werewolf/README.md)
-- Example of Distributed Agents: [examples/Distributed Agents](examples/distributed/README.md)
+- Example of Conversation: [examples/conversation](examples/conversation/README.md)
+- Example of Werewolf: [examples/werewolf](examples/werewolf/README.md)
+- Example of Distributed Agents: [examples/distributed](examples/distributed/README.md)
 - ...
 
 More built-in resources are coming soon!