These resources provide the underlying architecture needed to build responsive, conversational interfaces that handle complex user interactions. They allow you to manage state, define message flows, and integrate back-end logic without rebuilding core messaging infrastructure from scratch. When selecting a framework, focus on how easily it handles context retention and whether it supports the specific data channels you intend to deploy across.

Ship AI agents without rebuilding the stack

A fast, multi-model, Bring Your Own Key AI chat application