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File: //opt/rag_api/docker-compose.override.yml.example
version: '3.4'

# TO USE THIS FILE, FIRST UNCOMMENT THE LINE ('services:')

# THEN UNCOMMENT ONLY THE SECTION OR SECTIONS CONTAINING THE CHANGES YOU WANT TO APPLY
# SAVE THIS FILE AS 'docker-compose.override.yaml'
# See https://ollama.com/library
# for list of supported embedding modules

# Need to run "docker exec -it ollama /bin/bash" and "ollama run nomic-embed-text" 
# after starting the Ollama service

# services:
#  ollama:
#    container_name: ollama
#    image: ollama/ollama
#    deploy:
#      resources:
#        reservations:
#          devices:
#            - driver: nvidia
#              capabilities: [compute, utility]
#    healthcheck:
#      test: ollama --version || exit 1
#      interval: 1s
#    ports:
#      - "11434:11434"
#    volumes:
#      - ./ollama:/root/.ollama

# See https://github.com/huggingface/text-embeddings-inference?tab=readme-ov-file#docker-images
# for additional options like cpu only images and other model options

#  huggingfacetei:
#    image: ghcr.io/huggingface/text-embeddings-inference:1.1.0
#    platform: linux/amd64
#    deploy:
#      resources:
#        reservations:
#          devices:
#            - driver: nvidia
#              count: 1
#              capabilities: [gpu]
#    command: --model-id nomic-ai/nomic-embed-text-v1.5
#    ports:
#      - "3000:3000"
#    environment:
#      - CORS_ALLOW_ORIGIN=http://0.0.0.0:3000
#      - PORT=3000
#    volumes:
#      - ./embedding:/data