Migrate from pyautogen to ag2 Library

[AG2AI-Admin]

Hey there! This is AG2 👋

First of all, thank you for using pyautogen! We've seen you're using pyautogen, and we're here to help you migrate to ag2.

This pull request is designed to help update this codebase by smoothly transitioning from the pyautogen library to the new ag2 library.

Why the change? pyautogen is being deprecated, and ag2 is now the recommended successor for ongoing development.

The good news is, there is no syntax difference between pyautogen and ag2 – this migration primarily involves updating library imports and usage.

This update will ensure the project stays compatible with the latest tools and can benefit from all the improvements in the ag2 ecosystem.

Could you please take a moment to review and merge this at your earliest convenience? Your collaboration is much appreciated! Thank you!

[gemini-code-assist]

Summary of Changes

Hello @AG2AI-Admin, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request initiates the migration of the codebase from the deprecated pyautogen library to its successor, ag2. The change is primarily an update to the installation command, ensuring the project stays current with the latest library versions and benefits from continued development, as ag2 maintains syntax compatibility with pyautogen.

Highlights

• Library Migration: The pip install command in tutorial/markdown/generated/vector-search-cookbook/agentchat_RetrieveChat_couchbase.md has been updated to install ag2 instead of pyautogen. This change aligns with the deprecation of pyautogen and the transition to ag2 as the recommended successor library.

Using Gemini Code Assist

The full guide for Gemini Code Assist can be found on our documentation page, here are some quick tips.

Invoking Gemini

You can request assistance from Gemini at any point in your pull request via creating an issue comment (i.e. comment on the pull request page) using either /gemini <command> or @gemini-code-assist <command>. Below is a summary of the supported commands.

Feature	Command	Description
Code Review	/gemini review	Performs a code review for the current pull request in its current state.
Pull Request Summary	/gemini summary	Provides a summary of the current pull request in its current state.
Comment	@gemini-code-assist	Responds in comments when explicitly tagged, both in issue comments and review comments.
Help	/gemini help	Displays a list of available commands.

Customization

To customize Gemini Code Assist for GitHub experience, repository maintainers can create a configuration file and/or provide a custom code review style guide (such as PEP-8 for Python) by creating and adding files to a .gemini/ folder in the base of the repository. Detailed instructions can be found here.

Limitations & Feedback

Gemini Code Assist is currently in preview and may make mistakes. Please leave feedback on any instances where its feedback is incorrect or counter productive. You can react with 👍 and 👎 on @gemini-code-assist comments to provide feedback.

You can also get AI-powered code generation, chat, as well as code reviews directly in the IDE at no cost with the Gemini Code Assist IDE Extension.

Footnotes

1. Review the Privacy Notices, Generative AI Prohibited Use Policy, Terms of Service, and learn how to configure Gemini Code Assist in GitHub here. Gemini can make mistakes, so double check it and use code with caution. ↩

[gemini-code-assist]

Code Review

This pull request migrates from the deprecated pyautogen library to its successor, ag2, by updating a package installation command in a tutorial file. While the change itself is correct, I've identified a significant potential issue: the modification is applied to a file that appears to be auto-generated. My review includes a high-severity comment recommending that the change be made in the source file (likely a Jupyter Notebook) to prevent it from being overwritten. This is crucial for the change to be persistent.

[gemini-code-assist]

This file appears to be auto-generated, as indicated by the /generated/ segment in its path. Changes made directly to generated files are typically overwritten when the generation process is run again.

Another file in this repository, tutorial/markdown/generated/vector-search-cookbook/CouchbaseStorage_Demo.md, contains an explicit warning:

<!--- *** WARNING ***: Autogenerated markdown file from jupyter notebook. ***DO NOT EDIT THIS FILE***. Changes should be made to the original notebook file. -->

To ensure this migration is permanent, please locate the source file (likely a Jupyter Notebook) from which this markdown is generated and apply the package update there.