The AnythingLLM repository on GitHub is a public project which provides an all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities. It has features like multi-user support, document management, and integrates with various Large Language Models, Embedder Models, Speech models, and Vector Databases.