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Memory Hierarchies · Awesome GitHub Repositories

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Awesome GitHub RepositoriesMemory Hierarchies

Structures for organizing agent memories into trees or scoped branches to improve retrieval and access control.

Distinguishing note: Focuses on the structural organization of memory for access control, distinct from flat vector databases.

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  • crewAIInc/crewAI

    crewAIInc/crewAI

    44,318View on GitHub↗

    CrewAI is a multi-agent orchestration framework designed for building autonomous systems that execute complex, multi-step workflows. It provides a development platform where specialized agents are defined with specific roles, goals, and tool sets to perform tasks collaboratively. By leveraging a declarative workflow engine, the system manages task dependencies, state transitions, and execution logic, allowing for the creation of structured, stateful sequences of operations. The framework distinguishes itself through its hierarchical management capabilities, which utilize manager agents to coo

    CrewAI structures memories into hierarchical trees to restrict access and improve search precision for specific agent branches.

    Pythonagentsaiai-agents
    44,318View on GitHub↗