SocialWise AI Therapy App Uses LLM Agents to Enhance Communication for Autism Spectrum Disorder
SocialWise is a new online platform designed to help people with Autism Spectrum Disorder (ASD) improve their communication skills. It combines advanced conversational agents powered by large language models (LLMs) with a specialized knowledge base for therapeutic support. With over 75 million individuals affected globally, there's a strong need for accessible conversation practice. Users can pick from different scenarios, like ordering food or joining group chats, and they can interact via text or voice, receiving instant feedback on their tone and engagement. The platform, created using Streamlit, LangChain, and ChromaDB, works on any internet-connected device, offering an affordable alternative to expensive therapy sessions for the ASD community.
Key facts
- SocialWise is a browser-based application for communication coaching
- Targets individuals with Autism Spectrum Disorder (ASD)
- Uses LLM conversational agents with therapeutic RAG knowledge base
- Addresses needs of more than 75 million people worldwide with ASD
- Users select scenarios like ordering food or joining groups
- Provides instant feedback on tone, engagement, and phrasing
- Prototype implemented with Streamlit, LangChain, and ChromaDB
- Runs on any computer with internet access
Entities
Institutions
- arXiv
- arXivLabs