Mangrove is the backend module of Estuary, a framework for building multimodal real-time Socially Intelligent Agents (SIAs).

The Virtual Human Toolkit enables researchers and developers to rapidly create embodied conversational agents using speech recognition, audio-visual sensing, natural language processing, text-to-speech synthesis, and nonverbal behavior generation.