This task can be performed using CopilotKit AI
Native AI copilots, fully integrated and in control.
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CopilotKit AI
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CopilotKit is an agentic framework for embedding AI copilots directly into your product with real-time context, UI control, and flexible agent connections. It lets developers integrate any LLM or agent framework and ship deeply integrated, customizable in-app assistants at scale.
What to expect from an ideal product
- Connect any LLM provider like OpenAI, Anthropic, or local models through a single integration point that handles switching between different AI backends without code changes
- Plug in multiple agent frameworks including LangChain, CrewAI, or custom agents using standardized connectors that manage data flow and communication between systems
- Scale AI experiences across your entire product with shared context and memory that persists user interactions and preferences across different copilot instances
- Control UI elements directly from your AI agents so they can interact with forms, buttons, and data displays while maintaining real-time sync with your application state
- Deploy production-ready copilots that handle thousands of concurrent users through built-in load balancing and resource management across your connected AI models
