CopilotKit/CopilotKit
CopilotKit
CopilotKit is an agentic framework designed to integrate large language models into application frontends, enabling natural language control over software features and data. It provides the infrastructure to build intelligent assistants that manage conversation history, track application state, and execute complex workflows through conversational prompts.
The framework distinguishes itself by its ability to render dynamic, interactive user interface components in real time based on model outputs. By utilizing a standardized communication protocol, it maps natural language intents to executable tool functions and synchronizes application state between the frontend and the agentic backend. This allows users to manipulate data and perform tasks directly within the chat interface.
The system includes a declarative configuration layer for defining agent capabilities and a persistent orchestration layer that manages bidirectional message streams. These components ensure that language models maintain the necessary context for accurate task execution across long sessions. The toolkit is distributed as a set of components for developers to integrate into their existing application environments.