LlamaFarm is an open-source framework designed for building retrieval-augmented AI applications that allows developers to run models locally while maintaining extensibility. It features a simple CLI for project management, a web UI for visual interaction, and a comprehensive REST API for integration, enabling users to configure and deploy AI solutions efficiently.