CopilotKit: CopilotKit is a React framework for embedding AI copilots, chatbots, and in-app agents directly into web applications. It provides UI components (chat interface, sidebar, textarea) and backend infrastructure for building agentic frontends — where AI can read and modify application state, take actions, and render generative UI. Supports LangChain, LangGraph, CrewAI, and custom agent backends.; AgenticX: AgenticX is a unified, scalable, and production-ready framework for developing multi-agent applications. It provides a comprehensive set of features, including agent orchestration, tool management, memory systems, and enterprise-grade security, enabling the creation of complex collaborative intelligent agent systems.
Adding a context-aware AI copilot to a SaaS product that understands app state
Developing single or multi-agent collaboration systems for task distribution and communication.