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Agent Optimization Frameworks · Awesome GitHub Repositories

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Awesome GitHub RepositoriesAgent Optimization Frameworks

Tools for refining autonomous agent performance through iterative training, feedback loops, and configuration tuning.

Distinguishing note: Focuses on the iterative improvement and training of agents rather than their initial deployment.

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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

    Refining the performance and accuracy of autonomous agents through iterative training cycles, performance metrics, and feedback-driven configuration adjustments.

    Pythonagentsaiai-agents
    44,318View on GitHub↗