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docs: update AG2 integration to use ag2 package - #1439

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Rohan170603 wants to merge 2 commits into
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Rohan170603:fix/docs-ag2-pyautogen-to-ag2
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docs: update AG2 integration to use ag2 package#1439
Rohan170603 wants to merge 2 commits into
AgentOps-AI:mainfrom
Rohan170603:fix/docs-ag2-pyautogen-to-ag2

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The AG2 integration docs still tell people to install pyautogen, but that package is deprecated now. The team already merged PR #1160 migrating to ag2, so the docs need to catch up.

What I changed

  • Swapped pyautogen for ag2 in all three installation commands (pip, poetry, uv)
  • Added a note letting users know pyautogen is deprecated
  • Added a note about the API being different — because import autogen doesn't work with ag2 (tested this locally)

Testing

  • Ran pip install ag2 — installs fine
  • Tried import autogen — fails, so the API is definitely different
  • Added the warning so users don't get stuck

Why this matters

Anyone following the current docs will install a deprecated package. This fixes that and saves users from hitting import errors.

Ref: #1160

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