Use RAGFlow as a retrieval and context layer for agent workflows

Build a supervised RAG context layer with RAGFlow so agents can index documents, retrieve grounded context, and answer with traceable source support.

Prerequisites

RAGFlow, Docker or supported self-hosted/cloud deployment, source document corpus

Installation

Use the upstream install or setup path that matches your environment:

• If you have not installed Docker on your local machine (Windows, Mac, or Linux), see Install Docker Engine.
• $ git clone https://github.com/infiniflow/ragflow.git
• $ docker compose -f docker-compose.yml up -d
• $ docker logs -f docker-ragflow-cpu-1