AnythingLLM: A Self-Hosted Workspace for Private Knowledge Bases, RAG, and AI Agents
AnythingLLM is an open-source, local-first AI workspace that brings document Q&A, RAG, AI Agents, multi-user permissions, and multiple model and vector-database options into one self-hosted application. This article examines its architecture, data flow, deployment choices, and privacy boundaries, with a focus on the teams it fits and the engineering details that are easiest to overlook during adoption.