CopilotKit

CopilotKit is an open-source AI copilot platform designed to be integrated into existing products, providing a flexible alternative to Langchain. It offers tools and components to build AI assistants that understand your application and users.

Key Features:

• Headless UI: useCopilotChat() hook for building custom UIs.
• Pre-built UI Components: Ready-to-use React components like <CopilotChat /> and <CopilotPopup />.
• Realtime Data Grounding: Seamlessly integrate application-specific, user-specific data using useCopilotReadable().
• Actions: Enable the copilot to take actions on behalf of the user with useCopilotAction().
• CoAgents: Integrate LangGraph or CrewAI agents, allowing end-users to guide agents using CopilotKit's infrastructure.
• Generative UI: Render custom React components inside the chat interface.
• Guardrails: Implement controls for AI actions to ensure safe and predictable behavior.
• Suggestions: Use the <useCopilotChatSuggestions /> hook to provide intelligent suggestions in the copilot chat.
• CopilotTextarea: AI-enabled text editing with autocompletions and auto-first-drafts, as a drop-in replacement for <textarea />.

Use Cases:

• In-app AI Assistant: Build a virtual assistant that understands the user's context and provides relevant information and actions.
• AI-powered Text Editing: Enhance text areas with AI-driven autocompletion and editing capabilities.
• Agent Steering: Allow users to guide and correct AI agents within the application.

CopilotKit targets developers looking to quickly integrate AI copilots into their applications with a focus on customization and data grounding.