update AG2 names

[yiranwu0]

AutoGen is being evolved into AG2, which is where the package autogen associated with. AG2 is actively maintained by the founders of AutoGen.
This PR changes the name references.

-> Checkout doc here: https://docs.ag2.ai/docs/Home

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Important

Rename all references from AutoGen to AG2 (Formerly AutoGen) across documentation and example guides.

• Renaming:
  • Change all references from AutoGen to AG2 (Formerly AutoGen) in README.md, README-CN.md, README-JP.md, and docs/framework/autogen.mdx.
  • Update AG2 references in example guides for image_search, newsletter_summarizer, pr_agent, scheduler_agent, and slack_bot_agent across various frameworks like Langchain, CrewAI, and LlamaIndex.

^{This description was created by for b63b086. It will automatically update as commits are pushed.}

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[entelligence-ai-pr-reviews]

LGTM 👍

[ellipsis-dev]

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1. python/examples/advanced_agents/image_search/image_search_autogen/readme.md:3

• Draft comment:
  Typo: Change 'you local directory' to 'your local directory'.

This guide provides detailed steps to create an Image Search Agent that leverages Composio, agentic frameworks such as Langchain, LlamaIndex, CrewAI, AG2 (Formerly AutoGen) and ChatGPT to search for images in your local directory with just a prompt. Ensure you have Python 3.8 or higher installed.

• Reason this comment was not posted:
  Confidence changes required: 10%
  The PR correctly updates the name references from AutoGen to AG2 across multiple files. However, there is a minor grammatical error in the README files where 'you local directory' should be 'your local directory'.

2. python/examples/advanced_agents/image_search/image_search_crewai/readme.md:3

• Draft comment:
  Typo: Change 'you local directory' to 'your local directory'.

This guide provides detailed steps to create an Image Search Agent that leverages Composio, agentic frameworks such as Langchain, LlamaIndex, CrewAI, AG2 (Formerly AutoGen) and ChatGPT to search for images in your local directory with just a prompt. Ensure you have Python 3.8 or higher installed.

• Reason this comment was not posted:
  Confidence changes required: 10%
  The same typo appears in multiple README files, and it should be corrected for consistency and clarity.

3. python/examples/advanced_agents/image_search/image_search_langchain/readme.md:3

• Draft comment:
  Typo: Change 'you local directory' to 'your local directory'.

This guide provides detailed steps to create an Image Search Agent that leverages Composio, agentic frameworks such as Langchain, LlamaIndex, CrewAI, AG2 (Formerly AutoGen) and ChatGPT to search for images in your local directory with just a prompt. Ensure you have Python 3.8 or higher installed.

• Reason this comment was not posted:
  Confidence changes required: 10%
  The same typo appears in multiple README files, and it should be corrected for consistency and clarity.

4. python/examples/advanced_agents/image_search/image_search_langgraph/readme.md:3

• Draft comment:
  Typo: Change 'you local directory' to 'your local directory'.

This guide provides detailed steps to create an Image Search Agent that leverages Composio, agentic frameworks such as Langchain, Langgraph, LlamaIndex, CrewAI, AG2 (Formerly AutoGen) and ChatGPT to search for images in your local directory with just a prompt. Ensure you have Python 3.8 or higher installed.

• Reason this comment was not posted:
  Confidence changes required: 10%
  The same typo appears in multiple README files, and it should be corrected for consistency and clarity.

5. python/examples/advanced_agents/image_search/image_search_llamaindex/readme.md:3

• Draft comment:
  Typo: Change 'you local directory' to 'your local directory'.

This guide provides detailed steps to create an Image Search Agent that leverages Composio, agentic frameworks such as Langchain, LlamaIndex, CrewAI, AG2 (Formerly AutoGen) and ChatGPT to search for images in your local directory with just a prompt. Ensure you have Python 3.8 or higher installed.

• Reason this comment was not posted:
  Confidence changes required: 10%
  The same typo appears in multiple README files, and it should be corrected for consistency and clarity.

Workflow ID: wflow_0Ssijt6JMpo18F1b

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[shreysingla11]

Code Review Summary

Documentation Updates

✅ Successfully updated all documentation references from "AutoGen" to "AG2 (Formerly AutoGen)"
✅ Consistent naming across multiple languages (EN, CN, JP)
✅ Added helpful context about the transition

Areas Needing Attention

1. Implementation Consistency

   • Python implementation files still use original AutoGen imports and references
   • Package dependencies in setup.py reference old AutoGen packages
   • Directory names and file paths still contain "autogen"

2. Suggested Next Steps

   • Update package dependencies to use AG2 packages if available
   • Review and update import statements if AG2 uses different module paths
   • Consider renaming directories and files from "autogen" to "ag2"
   • Add migration notes for users updating from AutoGen to AG2

3. Documentation Enhancement

   • Consider adding information about any API changes or breaking changes
   • Update code examples to reflect any AG2-specific syntax changes
   • Include migration guide or breaking changes section

Overall Assessment

The PR makes good progress in updating documentation for the AG2 rebranding, but a more comprehensive update may be needed to align the implementation with the new branding. Consider splitting this into multiple PRs:

1. Documentation updates (current PR)
2. Implementation updates (package dependencies, imports)
3. Directory/file structure updates

Rating: 7/10 - Good documentation updates but needs complementary implementation changes