Docker Compose
Docker Compose is an official Docker tool for orchestrating multi-container applications. It uses a YAML configuration file (docker-compose.yml) to define and manage the runtime configuration of multiple container services. Users can start, stop, and rebuild an entire application stack with a single command, with support for configuring inter-container networking, volume mounts, environment variables, and service dependencies. It is suited for local development, testing, and straightforward multi-service application deployment.
Core Facts
Dify's core architecture adopts a microservices design, using Docker Compose to decouple and deploy components such as the API service, Worker, Web frontend, PostgreSQL, Redis, and vector database.
Dify supports deployment via Docker Compose, enabling all services to be defined and orchestrated through a single configuration file.
Docker Compose allows defining the complete topology of a multi-container application in a single YAML file, enabling one-click startup of the chat server, database, reverse proxy, and TURN server.
Timeline (last 90 days)
Docker Compose profiles are a conditional enablement mechanism: services tagged with a profile are not started by default and are only included in orchestration when --profile <name> is explicitly added on the command line.
When Dragonfly is started locally via Docker Compose, each thread needs 256MB of memory reserved, and the number of threads is configured by multiplying as needed.
When managing multiple frontend and backend containers, use K8S for complex scenarios; when the requirements are not complex, Docker Compose is sufficient.
Langfuse supports quick startup with Docker Compose and Kubernetes Helm Charts for production environment deployment.
A more robust approach is to provide a fully independent runtime for each Git worktree (for example, launching a dedicated database container via Docker Compose) and manage the lifecycle with idempotent scripts.
aobs provides a local demo started with docker compose up, with a dashboard.
Ownership Lens can launch the full stack via Docker Compose (including FalkorDB, the browser interface, and the FastAPI application), serving an interactive Cytoscape graph canvas at localhost:8000.
Dify's official documentation lists Docker Compose as the preferred deployment method and provides a detailed Windows installation guide.
JobOps supports deployment with a single `docker compose up -d` command.
Docker Compose is a tool officially provided by Docker for defining and running multi-container applications via a YAML file.
40 more timeline events
All Facts (20)
Dify's core architecture adopts a microservices design, using Docker Compose to decouple and deploy components such as the API service, Worker, Web frontend, PostgreSQL, Redis, and vector database.
80%VerifiedDify supports deployment via Docker Compose, enabling all services to be defined and orchestrated through a single configuration file.
75%VerifiedDocker Compose allows defining the complete topology of a multi-container application in a single YAML file, enabling one-click startup of the chat server, database, reverse proxy, and TURN server.
65%UnverifiedOpenHands可通过pip或brew安装CLI版本，也可通过Docker Compose部署本地GUI版本
85%UnverifiedDocker Compose profiles are a conditional enablement mechanism: services tagged with a profile are not started by default and are only included in orchestration when --profile <name> is explicitly added on the command line.
50%UnverifiedWhen Dragonfly is started locally via Docker Compose, each thread needs 256MB of memory reserved, and the number of threads is configured by multiplying as needed.
50%UnverifiedWhen managing multiple frontend and backend containers, use K8S for complex scenarios; when the requirements are not complex, Docker Compose is sufficient.
50%UnverifiedLangfuse supports quick startup with Docker Compose and Kubernetes Helm Charts for production environment deployment.
50%UnverifiedA more robust approach is to provide a fully independent runtime for each Git worktree (for example, launching a dedicated database container via Docker Compose) and manage the lifecycle with idempotent scripts.
50%Unverifiedaobs provides a local demo started with docker compose up, with a dashboard.
50%UnverifiedOwnership Lens can launch the full stack via Docker Compose (including FalkorDB, the browser interface, and the FastAPI application), serving an interactive Cytoscape graph canvas at localhost:8000.
50%UnverifiedDify's official documentation lists Docker Compose as the preferred deployment method and provides a detailed Windows installation guide.
50%UnverifiedDocker Compose is a tool officially provided by Docker for defining and running multi-container applications via a YAML file.
50%UnverifiedJobOps supports deployment with a single `docker compose up -d` command.
50%UnverifiedThe Docker Compose template exposes etcd's port 2379 and NATS's port 4222 on the host by default.
50%UnverifiedVaultRAG's tech stack is: LLM and embedding models run locally via Ollama (using Llama 3.1, Qwen and nomic-embed-text), the backend uses Python and FastAPI, RAG orchestration uses LangChain, the frontend uses React with Tailwind CSS, and deployment is managed by Docker Compose.
50%UnverifiedDocker Compose uses COMPOSE_PROJECT_NAME (defaulting to the directory name) as a namespace, prefixing containers, networks, and volumes to isolate different projects; under projects with the same name, volumes may be incorrectly reused, which is the root cause of the "same-name Docker volume matching" bug fixed in v0.10.1.
50%UnverifiedDify private deployment uses Docker Compose, and the steps are: download the installation package, switch to the docker directory, copy .env.example to .env, and execute the docker compose up -d command.
50%UnverifiedTheYgent's four process types are the interface, the control plane, the inference plane and an optional durable Worker, and it can be run on bare metal via make up, or on Docker Compose and Kubernetes.
50%UnverifiedDocker Compose centrally declares parameters such as ports, volume mounts, and environment variables in a docker-compose.yml YAML configuration file, and running docker compose up completes the entire startup process.
50%