| # README | |
| <details open> | |
| <summary></b>📗 Table of Contents</b></summary> | |
| - 🐳 [Docker Compose](#-docker-compose) | |
| - 🐬 [Docker environment variables](#-docker-environment-variables) | |
| - 🐋 [Service configuration](#-service-configuration) | |
| </details> | |
| ## 🐳 Docker Compose | |
| - **docker-compose.yml** | |
| Sets up environment for RAGFlow and its dependencies. | |
| - **docker-compose-base.yml** | |
| Sets up environment for RAGFlow's base services: Elasticsearch, MySQL, MinIO, and Redis. | |
| ## 🐬 Docker environment variables | |
| The [.env](./.env) file contains important environment variables for Docker. | |
| ### Elasticsearch | |
| - `STACK_VERSION` | |
| The version of Elasticsearch. Defaults to `8.11.3` | |
| - `ES_PORT` | |
| The port used to expose the Elasticsearch service to the host machine, allowing **external** access to the service running inside the Docker container. Defaults to `1200`. | |
| - `ELASTIC_PASSWORD` | |
| The password for Elasticsearch. | |
| ### Kibana | |
| - `KIBANA_PORT` | |
| The port used to expose the Kibana service to the host machine, allowing **external** access to the service running inside the Docker container. Defaults to `6601`. | |
| - `KIBANA_USER` | |
| The username for Kibana. Defaults to `rag_flow`. | |
| - `KIBANA_PASSWORD` | |
| The password for Kibana. Defaults to `infini_rag_flow`. | |
| ### Resource management | |
| - `MEM_LIMIT` | |
| The maximum amount of the memory, in bytes, that *a specific* Docker container can use while running. Defaults to `8073741824`. | |
| ### MySQL | |
| - `MYSQL_PASSWORD` | |
| The password for MySQL. | |
| - `MYSQL_PORT` | |
| The port used to expose the MySQL service to the host machine, allowing **external** access to the MySQL database running inside the Docker container. Defaults to `5455`. | |
| ### MinIO | |
| - `MINIO_CONSOLE_PORT` | |
| The port used to expose the MinIO console interface to the host machine, allowing **external** access to the web-based console running inside the Docker container. Defaults to `9001` | |
| - `MINIO_PORT` | |
| The port used to expose the MinIO API service to the host machine, allowing **external** access to the MinIO object storage service running inside the Docker container. Defaults to `9000`. | |
| - `MINIO_USER` | |
| The username for MinIO. | |
| - `MINIO_PASSWORD` | |
| The password for MinIO. | |
| ### Redis | |
| - `REDIS_PORT` | |
| The port used to expose the Redis service to the host machine, allowing **external** access to the Redis service running inside the Docker container. Defaults to `6379`. | |
| - `REDIS_PASSWORD` | |
| The password for Redis. | |
| ### RAGFlow | |
| - `SVR_HTTP_PORT` | |
| The port used to expose RAGFlow's HTTP API service to the host machine, allowing **external** access to the service running inside the Docker container. Defaults to `9380`. | |
| - `RAGFLOW-IMAGE` | |
| The Docker image edition. Available editions: | |
| - `infiniflow/ragflow:dev-slim` (default): The RAGFlow Docker image without embedding models. | |
| - `infiniflow/ragflow:dev`: The RAGFlow Docker image with embedding models including: | |
| - Embedded embedding models: | |
| - `BAAI/bge-large-zh-v1.5` | |
| - `BAAI/bge-reranker-v2-m3` | |
| - `maidalun1020/bce-embedding-base_v1` | |
| - `maidalun1020/bce-reranker-base_v1` | |
| - Embedding models that will be downloaded once you select them in the RAGFlow UI: | |
| - `BAAI/bge-base-en-v1.5` | |
| - `BAAI/bge-large-en-v1.5` | |
| - `BAAI/bge-small-en-v1.5` | |
| - `BAAI/bge-small-zh-v1.5` | |
| - `jinaai/jina-embeddings-v2-base-en` | |
| - `jinaai/jina-embeddings-v2-small-en` | |
| - `nomic-ai/nomic-embed-text-v1.5` | |
| - `sentence-transformers/all-MiniLM-L6-v2` | |
| > [!TIP] | |
| > If you cannot download the RAGFlow Docker image, try the following mirrors. | |
| > | |
| > - For the `dev-slim` edition: | |
| > - `RAGFLOW_IMAGE=swr.cn-north-4.myhuaweicloud.com/infiniflow/ragflow:dev-slim` or, | |
| > - `RAGFLOW_IMAGE=registry.cn-hangzhou.aliyuncs.com/infiniflow/ragflow:dev-slim`. | |
| > - For the `dev` edition: | |
| > - `RAGFLOW_IMAGE=swr.cn-north-4.myhuaweicloud.com/infiniflow/ragflow:dev` or, | |
| > - `RAGFLOW_IMAGE=registry.cn-hangzhou.aliyuncs.com/infiniflow/ragflow:dev`. | |
| ### Timezone | |
| - `TIMEZONE` | |
| The local time zone. Defaults to `'Asia/Shanghai'`. | |
| ### Hugging Face mirror site | |
| - `HF_ENDPOINT` | |
| The mirror site for huggingface.co. It is disabled by default. You can uncomment this line if you have limited access to the primary Hugging Face domain. | |
| ### MacOS | |
| - `MACOS` | |
| Optimizations for MacOS. It is disabled by default. You can uncomment this line if your OS is MacOS. | |
| ## 🐋 Service configuration | |
| [service_conf.yaml](./service_conf.yaml) specifies the system-level configuration for RAGFlow and is used by its API server and task executor. In a dockerized setup, this file is automatically created based on the [service_conf.yaml.template](./service_conf.yaml.template) file (replacing all environment variables by their values). | |
| - `ragflow` | |
| - `host`: The API server's IP address inside the Docker container. Defaults to `0.0.0.0`. | |
| - `port`: The API server's serving port inside the Docker container. Defaults to `9380`. | |
| - `mysql` | |
| - `name`: The MySQL database name. Defaults to `rag_flow`. | |
| - `user`: The username for MySQL. | |
| - `password`: The password for MySQL. When updated, you must revise the `MYSQL_PASSWORD` variable in [.env](./.env) accordingly. | |
| - `port`: The MySQL serving port inside the Docker container. Defaults to `3306`. | |
| - `max_connections`: The maximum number of concurrent connections to the MySQL database. Defaults to `100`. | |
| - `stale_timeout`: Timeout in seconds. | |
| - `minio` | |
| - `user`: The username for MinIO. When updated, you must revise the `MINIO_USER` variable in [.env](./.env) accordingly. | |
| - `password`: The password for MinIO. When updated, you must revise the `MINIO_PASSWORD` variable in [.env](./.env) accordingly. | |
| - `host`: The MinIO serving IP *and* port inside the Docker container. Defaults to `minio:9000`. | |
| - `oauth` | |
| The OAuth configuration for signing up or signing in to RAGFlow using a third-party account. It is disabled by default. To enable this feature, uncomment the corresponding lines in **service_conf.yaml.template**. | |
| - `github`: The GitHub authentication settings for your application. Visit the [Github Developer Settings page](https://github.com/settings/developers) to obtain your client_id and secret_key. | |
| - `user_default_llm` | |
| The default LLM to use for a new RAGFlow user. It is disabled by default. To enable this feature, uncomment the corresponding lines in **service_conf.yaml.template**. | |
| - `factory`: The LLM supplier. Available options: | |
| - `"OpenAI"` | |
| - `"DeepSeek"` | |
| - `"Moonshot"` | |
| - `"Tongyi-Qianwen"` | |
| - `"VolcEngine"` | |
| - `"ZHIPU-AI"` | |
| - `api_key`: The API key for the specified LLM. You will need to apply for your model API key online. | |
| > [!TIP] | |
| > If you do not set the default LLM here, configure the default LLM on the **Settings** page in the RAGFlow UI. | |