Module Driven Framework
%20that%20promotes%20extensibility%20and%20avoids%20vendor%20lock-in%2C%20and%20(3)%20an%20interactive%20agent%20development%20environment%20that%20facilitates%20rapid%20iteration%2C%20debugging%2C%20and%20visualization%20of%20agent%20behavior.%20We%20rigorously%20evaluate%20AgentForge%20on%20a%20diverse%20suite%20of%20agent%20tasks%2C%20including%20web%20navigation%2C%20code%20generation%2C%20and%20scientific%20discovery.%20Results%20demonstrate%20that%20agents%20built%20with%20AgentForge%20achieve%20state-of-the-art%20performance%20while%20exhibiting%20superior%20modularity%2C%20interpretability%2C%20and%20ease%20of%20deployment%20compared%20to%20existing%20solutions.%20We%20provide%20extensive%20documentation%2C%20tutorials%2C%20and%20example%20agents%20to%20lower%20the%20barrier%20to%20entry%20for%20researchers%20and%20practitioners%20interested%20in%20exploring%20the%20vast%20potential%20of%20LLM-driven%20autonomous%20agents.%20The%20AgentForge%20framework%20is%20publicly%20available%20at%20https:%2F%2Fgithub.com%2Forg%2FAgentForge. "Module Driven Framework")
![[논문 리뷰] A Lightweight Modular Framework for Constructing Autonomous ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-lightweight-modular-framework-for-constructing-autonomous-agents-driven-by-large-language-models-design-implementation-and-applications-in-agentforge-4.png "Module Driven Framework")
![Modules involved in the proposed framework [25]. | Download Scientific ...](https://www.researchgate.net/publication/332776304/figure/fig1/AS:753753078657025@1556720146546/Modules-involved-in-the-proposed-framework-25.jpg "Module Driven Framework")
![Modules involved in the proposed framework [25]. | Download Scientific ...](https://www.researchgate.net/profile/Victoria-Mawson/publication/332776304/figure/fig1/AS:753753078657025@1556720146546/Modules-involved-in-the-proposed-framework-25_Q320.jpg "Module Driven Framework")
![[论文评述] Efficient Coordination with the System-Level Shared State: An ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/efficient-coordination-with-the-system-level-shared-state-an-embodied-ai-native-modular-framework-4.png "Module Driven Framework")
.png?width=603&height=324&name=Module%20Strategy%20according%20to%20Modular%20Function%20Deployment%20(MFD).png "Module Driven Framework")
![[论文评述] Establishing assembly-oriented modular product architectures ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/establishing-assembly-oriented-modular-product-architectures-through-design-for-assembly-enhanced-modular-function-deployment-3.png "Module Driven Framework")
![[논문 리뷰] Data-Driven Object Tracking: Integrating Modular Neural ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/data-driven-object-tracking-integrating-modular-neural-networks-into-a-kalman-framework-0.png "Module Driven Framework"){kind=tracking}
![[논문 리뷰] A Task-Driven, Planner-in-the-Loop Computational Design ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-task-driven-planner-in-the-loop-computational-design-framework-for-modular-manipulators-1.png "Module Driven Framework")
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