This service deploys RAGFlow, an open-source Retrieval-Augmented Generation engine based on deep document understanding. It provides intelligent question answering over complex documents (PDFs, Word, PowerPoint, etc.) with accurate citation and citation tracing.

Platform note: This stack is x86-64 (amd64) only. ARM64 is not supported by the official image.

Resource note: Elasticsearch alone requires ~2 GB RAM. Provision at least 8 GB RAM total before starting.

Services

ragflow: The RAGFlow web application and API server (Nginx on port 80, API on port 9380).
es01: Elasticsearch single-node cluster for vector and full-text search.
mysql: MySQL 8 database for metadata and workflow state.
redis: Redis for task queues and caching.
minio: S3-compatible object storage for document and chunk storage.

Quick Start

Copy .env.example to .env:
```
cp .env.example .env
```

Update the secrets in .env:

SECRET_KEY, MYSQL_PASSWORD, REDIS_PASSWORD, MINIO_PASSWORD

Start the services (initial startup may take 2–5 minutes):
```
docker compose up -d
```
Open http://localhost and register the first admin account.

Core Environment Variables

Variable	Description	Default
`RAGFLOW_VERSION`	RAGFlow image version	`v0.24.0`
`RAGFLOW_PORT_OVERRIDE`	Host port for the web UI	`80`
`SECRET_KEY`	Application secret key — CHANGEME	placeholder
`MYSQL_PASSWORD`	MySQL root password (also used by RAGFlow)	`ragflow`
`REDIS_PASSWORD`	Redis authentication password	`redispassword`
`MINIO_USER`	MinIO root user	`minioadmin`
`MINIO_PASSWORD`	MinIO root password	`minioadmin`
`MINIO_CONSOLE_PORT_OVERRIDE`	MinIO web console host port	`9001`

Volumes

ragflow_logs: RAGFlow application logs.
ragflow_es_data: Elasticsearch index data.
ragflow_mysql_data: MySQL database files.
ragflow_redis_data: Redis persistence.
ragflow_minio_data: Object storage for documents and embeddings.

Ports

80: RAGFlow web UI and API (via Nginx)
9001: MinIO web console

Resource Requirements

Service	CPU Limit	Memory Limit
ragflow	4	4 GB
elasticsearch	2	2 GB
mysql	1	1 GB
redis	0.5	512 MB
minio	1	1 GB

Total recommended: 8+ GB RAM, 4+ CPU cores.

README.md Unescape Escape

RAGFlow