django-ai-assistant is a Django library for integrating large language models into web applications. It provides tool calling functionality allowing AI assistants to execute Django methods and interact with backend services. The library also supports retrieval-augmented generation, enabling context-aware responses by combining LLM capabilities with vector-based semantic search over application data.