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.; seline: Seline is a local-first AI desktop application combining conversational AI, visual generation, vector search, and multi-channel connectivity, keeping your data on your machine. It offers robust features like deep research, multi-model routing, and persistent agents with long-running context and external service integration.
Adding a context-aware AI copilot to a SaaS product that understands app state
Automating customer support and communication via always-on multi-channel bots.