Readme enhancements

README.md

@@ -1,5 +1,6 @@
 <a name="readme-top"></a>
 
+![Pypi Downloads](https://img.shields.io/pypi/dm/pyautogen?label=PyPI%20downloads)
 [![PyPI version](https://badge.fury.io/py/autogen.svg)](https://badge.fury.io/py/autogen)
 [![Build](https://github.com/ag2ai/ag2/actions/workflows/python-package.yml/badge.svg)](https://github.com/ag2ai/ag2/actions/workflows/python-package.yml)
 ![Python Version](https://img.shields.io/badge/3.8%20%7C%203.9%20%7C%203.10%20%7C%203.11%20%7C%203.12-blue)
@@ -8,24 +9,20 @@
 
 <!-- [![NuGet version](https://badge.fury.io/nu/AutoGen.Core.svg)](https://badge.fury.io/nu/AutoGen.Core) -->
 
-
-<a name="readme-top"></a>
-
-<div align="center">
-<img src="./website/static/img/ag2.png" alt="AutoGen Logo" width="100">
-
-
-</div>
+# [AG2](https://github.com/ag2ai/ag2)
 
 [📚 Cite paper](#related-papers).
 <!-- <p align="center">
     <img src="https://github.com/ag2ai/ag2/blob/main/website/static/img/flaml.svg"  width=200>
     <br>
 </p> -->
 
-> [!IMPORTANT]
+> **:tada: IMPORTANT**
+>
+> :fire: :tada: **Nov 11, 2024:** We are evolving AutoGen into **AG2**!
+> A new organization [AG2ai](https://github.com/ag2ai) is created to host the development of AG2 and related projects with open governance. Check [AG2's new look](https://ag2.ai/).
 >
-> :fire: :tada: Nov 11, 2024: We are evolving AutoGen into AG2! A new organization [ag2ai](https://github.com/ag2ai) is created to host the development of AG2 and related projects with open governance. We invite collaborators from all organizations and individuals to join the development.
+> We invite collaborators from all organizations and individuals to join the development.
 
 
 :fire: :tada: AG2 is available via `ag2` (or its alias  `autogen` or  `pyautogen`)  on PyPI! Starting with version 0.3.2, you can now install AG2 using:
@@ -98,8 +95,7 @@ AG2 (formerly AutoGen) is an open-source programming framework for building AI a
 The project is currently maintained by a [dynamic group of volunteers](MAINTAINERS.md) from several organizations. Contact project administrators Chi Wang and Qingyun Wu via [[email protected]](mailto:[email protected]) if you are interested in becoming a maintainer.
 
 
-![AutoGen Overview](./website/static/img/autogen_agentchat.png)
-
+![AutoGen Overview](https://media.githubusercontent.com/media/ag2ai/ag2/refs/heads/main/website/static/img/autogen_agentchat.png)
 
 
 <p align="right" style="font-size: 14px; color: #555; margin-top: 20px;">
@@ -199,7 +195,7 @@ python test/twoagent.py
 After the repo is cloned.
 The figure below shows an example conversation flow with AG2.
 
-![Agent Chat Example](./website/static/img/chat_example.png)
+![Agent Chat Example](https://media.githubusercontent.com/media/ag2ai/ag2/refs/heads/main/website/static/img/chat_example.png)
 
 
 Alternatively, the [sample code](https://github.com/ag2ai/build-with-ag2/blob/main/samples/simple_chat.py) here allows a user to chat with an AG2 agent in ChatGPT style.
@@ -252,8 +248,6 @@ In addition, you can find:
 
 - [Contributing guide](https://ag2ai.github.io/ag2/docs/Contribute)
 
-- [Roadmap](https://ag2.ai/#roadmap) and [Roadmap Issues](https://github.com/ag2ai/ag2/issues?q=is%3Aopen+is%3Aissue+label%3Aroadmap)
-
 <p align="right" style="font-size: 14px; color: #555; margin-top: 20px;">
   <a href="#readme-top" style="text-decoration: none; color: blue; font-weight: bold;">
     ↑ Back to Top ↑

website/docs/contributor-guide/contributing.md

@@ -23,7 +23,7 @@ There is currently no formal reviewer solicitation process. Current reviewers id
 
 ## Contact Maintainers
 
-The project is currently maintained by a [dynamic group of volunteers](https://github.com/ag2ai/ag2/blob/main/MAINTAINERS.md) from several organizations. Contact project administrators Chi Wang and Qingyun Wu via [email protected] if you are interested in becoming a maintainer.
+The project is currently maintained by a [dynamic group of volunteers](https://github.com/ag2ai/ag2/blob/main/MAINTAINERS.md) from several organizations. Contact project administrators Chi Wang and Qingyun Wu via [email protected] if you are interested in becoming a maintainer.
 
 
 ## License Headers