chatkit-botbuilder

To achieve per-user isolation in a multi-user ChatKit deployment, use JWT-based authentication alongside wrapper-based injection of user_id into MCP tools. This enforces per-user data filtering directly at the database layer, ensuring secure data separation.

Connect MCP tools to a FastAPI backend by applying wrapper-based injection of user_id into the tools. This mechanism automatically filters data per user at the database layer, maintaining secure isolation across concurrent multi-user conversations.

Yes, the ChatKit bot template supports real-time UI sync. It implements auto-refresh and real-time UI updates between the ChatKit interface and external dashboards, ensuring immediate state synchronization across multi-user deployments.

The best way to structure a Next.js frontend for a multi-user AI chatbot is to use readily adaptable templates paired with a FastAPI backend. This pattern supports JWT authentication, real-time sync, and OpenAI agent orchestration out of the box.

Yes, you can use JWT authentication to enforce user isolation in an OpenAI Agents SDK deployment. The Skill implements JWT-based user isolation to secure multi-user conversations and ensures per-user data separation across the application.