Council provides a structured environment for designing AI agents by defining roles, chaining tasks, and integrating external tools or APIs. Users can configure memory stores, manage agent state, and implement custom reasoning pipelines. Council’s plugin architecture allows seamless integration with NLP services, data sources, and third-party tools, enabling you to rapidly prototype and deploy multi-agent systems that coordinate to perform complex tasks reliably.

LangGraph Studio is the first Integrated Development Environment (IDE) designed for creating AI agents using the LangChain framework. It enables developers to visually design workflows, manage data connections, and integrate multiple processing components. Users can leverage powerful debugging tools, version control, and real-time collaboration features, making it easier to develop complex AI applications efficiently. This IDE is aimed at simplifying the development process, allowing both novices and experienced developers to build robust AI agents.