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.; crw: CRW is a single-binary web scraper for AI agents, supporting CLI, MCP, and REST API. It is Firecrawl-compatible, offers JS rendering, and uses very low resources. It can be self-hosted or used via the cloud service.
Adding a context-aware AI copilot to a SaaS product that understands app state
RAG pipelines for vector databases