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Update LangGraph Python dependency to v1.2+ from ">= 0.2.60, <= 0.4.8" #6323

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@declanryan-cmg

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🔴 Required Information

Is your feature request related to a specific problem?

LangGraph is pinned to an old version: https://github.com/google/adk-python/blob/main/pyproject.toml#L159.

Describe the Solution You'd Like

Update LangGraph to v1.2+ (Python).

Impact on your work

We're unable to adopt ADK without support for LangGraph v1+ (Python).

Willingness to contribute

Are you interested in implementing this feature yourself or submitting a PR?
No


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core[Component] This issue is related to the core interface and implementationneeds review[Status] The PR/issue is awaiting review from the maintainer

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