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REPOSITORY COMPARISON

Compare the foundations.

A factual comparison of purpose, language, licence record and adoption risk. Confirm current repository details before implementation.

CompareAG2GitHub ↗LangGraphGitHub ↗
Best forConversational multi-agent systems, tools, memory and code execution.Long-running agents, controlled workflow state and multi-agent orchestration.
What it providesCommunity-governed continuation of the original AutoGen ecosystem.Build resilient, stateful agents as explicit graphs with durable execution and human checkpoints.
CategoryAgent frameworksAgent frameworks
Primary languagePythonPython
Licence recordApache-2.0MIT
Practical cautionIts relationship to older AutoGen material can confuse newcomers; follow current AG2 documentation.Powerful, but teams must design state, recovery and approval rules carefully.