#real-time AI interaction

Learn how to build a sophisticated multi-tool AI assistant using Streamlit, LangChain, and Google Gemini API that supports real-time chat, web search, calculations, memory, and more.

AG-UI introduces a standardized, event-based protocol that enables seamless real-time communication between AI agents and front-end apps, transforming interactive AI experiences.