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%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.)
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