Docker Configuration Guide

The application can be run with different configurations using Docker Compose:

docker-compose.yml: Core application
docker/ollama/compose.yml: Ollama service for local LLM inference
docker/argilla/compose.yml: Argilla service for data curation

Ollama Integration

The MODEL variable in your .env file determines which model Ollama will download and use. For example:

MODEL=llama3.2:1b

Setup Options

Full Setup (App + Ollama + Argilla)

# Keep all sections uncommented in .env
docker compose -f docker-compose.yml -f docker/ollama/compose.yml -f docker/argilla/compose.yml build
docker compose -f docker-compose.yml -f docker/ollama/compose.yml -f docker/argilla/compose.yml up -d

App + Ollama

# Comment out ARGILLA section in .env
docker compose -f docker-compose.yml -f docker/ollama/compose.yml build
docker compose -f docker-compose.yml -f docker/ollama/compose.yml up -d

App + Argilla

# Comment out OLLAMA section in .env
docker compose -f docker-compose.yml -f docker/argilla/compose.yml build
docker compose -f docker-compose.yml -f docker/argilla/compose.yml up -d

App Only

# Comment out both OLLAMA and ARGILLA sections in .env
docker compose -f docker-compose.yml build
docker compose -f docker-compose.yml up -d

Managing Services

Services are built separately but are linked together. If you already have some services built and want to add another:

You don't need to rebuild existing services
Just build the new service
Stop everything with down and start again with up

For example, if you have App + Ollama and want to add Argilla:

docker compose -f docker/argilla/compose.yml build  # only build Argilla
docker compose -f docker-compose.yml -f docker/ollama/compose.yml -f docker/argilla/compose.yml down
docker compose -f docker-compose.yml -f docker/ollama/compose.yml -f docker/argilla/compose.yml up -d

Similarly, if you have built all services but want to run only some of them:

Important: When running specific services, remember to comment out unused services in .env first

# No need to build again, just start the services you need
docker compose -f docker-compose.yml -f docker/ollama/compose.yml up -d  # start only App + Ollama

Service URLs

Once running, access the services at:

App: http://localhost:7860
Argilla: http://localhost:6900 (if enabled)
Ollama: http://localhost:11434 (if enabled)

Note: Services will be available after a few seconds while they initialize. Ollama models and Argilla datasets are persisted and available after restarts