Building a Document Q&A Assistant with Docker Agent

TL;DR I built a small RAG assistant with Docker Agent using a folder of documents, an agent instruction, and a retrieval configuration. The project does not need a Python application, custom ingestion service, web UI, or separate vector database. RAG projects can grow quickly. For this build, Docker Agent’s native RAG capabilities were enough to create a document assistant backed by a local folder. ...

October 11, 2026 · 6 min · Nabil Noh