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

LLM frontend for roleplay, or plain chat

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