RAGFlow is an open-source RAG-platform to build agentic search and retrieval around.
It features ingestion of data, memory, chat and file-handling.
It is build around:
It is useful to change the default web port SRV_WEB_HTTP_PORT and SRV_WEB_HTTPS_PORT to 8080 and 8443 or so in the docker/.env
Getting started
Features
Knowledge Graphs
https://ragflow.io/docs/construct_knowledge_graph
CLI
RAGFlow offers a CLI for non-GUI control of the instance. Install with UV: uv tool install ragflow-cli@0.26.4
Debugging
docker exec -it docker-ragflow-cpu-1 /bin/bash -c "ps aux | grep task_executor.py"