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docker-compose.yml
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services:
jupyter:
image: generative-ai-jupyter-cpu
build:
context: ./jupyter
args:
- PROCESSOR=cpu
ports:
- 8888:8888
volumes:
- ./data:/workspace/data
- ./jupyter/notebooks/:/workspace/notebooks/
- ./.env:/workspace/.env
- ~/.cache/:/root/.cache/
# chroma:
# image: chromadb/chroma
# command: uvicorn chromadb.app:app --reload --workers 1 --host 0.0.0.0 --port 8000 --log-config chromadb/log_config.yml
# environment:
# - IS_PERSISTENT=TRUE
# - PERSIST_DIRECTORY=${PERSIST_DIRECTORY:-/chroma/chroma}
# - ANONYMIZED_TELEMETRY=False
# # - CHROMA_SERVER_AUTH_PROVIDER=${CHROMA_SERVER_AUTH_PROVIDER}
# # - CHROMA_SERVER_AUTH_CREDENTIALS_FILE=${CHROMA_SERVER_AUTH_CREDENTIALS_FILE}
# # - CHROMA_SERVER_AUTH_CREDENTIALS=${CHROMA_SERVER_AUTH_CREDENTIALS}
# # - CHROMA_SERVER_AUTH_CREDENTIALS_PROVIDER=${CHROMA_SERVER_AUTH_CREDENTIALS_PROVIDER}
# # - CHROMA_OTEL_EXPORTER_ENDPOINT=${CHROMA_OTEL_EXPORTER_ENDPOINT}
# # - CHROMA_OTEL_EXPORTER_HEADERS=${CHROMA_OTEL_EXPORTER_HEADERS}
# # - CHROMA_OTEL_SERVICE_NAME=${CHROMA_OTEL_SERVICE_NAME}
# # - CHROMA_OTEL_GRANULARITY=${CHROMA_OTEL_GRANULARITY}
# ports:
# - 8000:8000
# volumes:
# - chroma-data:/chroma
# healthcheck:
# test: ["CMD","curl", "http://localhost:8000/api/v1/heartbeat", "-H", "'accept: application/json'"]
# interval: 1m30s
# timeout: 30s
# retries: 5
# start_period: 30s
frontend:
build: ./frontend
# environment:
# - name=value
ports:
- 9000:9000
volumes:
- ./frontend/src/:/app/src/
streamlit:
build:
context: ./streamlit_app/
environment:
- CHROMADB_HOST=chroma
- CHROMADB_PORT=8000
ports:
- 8501:8501
volumes:
- ./streamlit_app/:/app/
- ~/.cache/:/root/.cache/
inference-api:
image: ghcr.io/rylativity/generative-ai-inference-api-cpu:latest
build:
context: ./api
args:
- PROCESSOR=cpu
ports:
- 5000:5000
environment:
# - MODEL_NAME=bartowski/aya-23-8B-GGUF
# - MODEL_FILE=aya-23-8B-Q4_K_M.gguf
# - MODEL_NAME=lmstudio-community/Mistral-7B-Instruct-v0.3-GGUF
# - MODEL_FILE=Mistral-7B-Instruct-v0.3-Q4_K_M.gguf
- MODEL_NAME=lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF
- MODEL_FILE=Meta-Llama-3.1-8B-Instruct-Q4_K_M.gguf
# - MODEL_NAME=QuantFactory/Mistral-Nemo-Instruct-2407-GGUF
# - MODEL_FILE=Mistral-Nemo-Instruct-2407.Q4_K_M.gguf
# - MODEL_FILE=Meta-Llama-3-8B-Instruct-Q4_K_M.gguf
# - MODEL_NAME=TheBloke/Mixtral-8x7B-Instruct-v0.1-GGUF
# - MODEL_FILE=mixtral-8x7b-instruct-v0.1.Q2_K.gguf
# - MODEL_FILE=mixtral-8x7b-instruct-v0.1.Q4_K_M.gguf
# - TOKENIZER_MODEL_NAME=TheBloke/Mixtral-8x7B-Instruct-v0.1-GPTQ
- MODEL_TYPE=GGUF
- N_GPU_LAYERS=0
- CONTEXT_LENGTH=32000
- LLAMA_CPP_THREADS=4
healthcheck:
test: ['CMD', 'curl', '-f', 'http://localhost:5000/api/health']
start_period: 7s
restart: always
volumes:
- ./api/src/:/app/src/
- ./.env:/workspace/.env
- ~/.cache/:/root/.cache/
opensearch: # This is also the hostname of the container within the Docker network (i.e. https://opensearch-node1/)
image: opensearchproject/opensearch:latest # Specifying the latest available image - modify if you want a specific version
environment:
# - OPENSEARCH_INITIAL_ADMIN_PASSWORD=El@sticSearch123
- DISABLE_SECURITY_PLUGIN=true
- DISABLE_INSTALL_DEMO_CONFIG=true
- discovery.type=single-node
- bootstrap.memory_lock=true # Disable JVM heap memory swapping
- "OPENSEARCH_JAVA_OPTS=-Xms512m -Xmx1g" # Set min and max JVM heap sizes to at least 50% of system RAM
ulimits:
memlock:
soft: -1 # Set memlock to unlimited (no soft or hard limit)
hard: -1
nofile:
soft: 65536 # Maximum number of open files for the opensearch user - set to at least 65536
hard: 65536
volumes:
- opensearch-data:/usr/share/opensearch/data # Creates volume called opensearch-data1 and mounts it to the container
ports:
- 9200:9200 # REST API
- 9600:9600 # Performance Analyzer
opensearch-dashboards:
image: opensearchproject/opensearch-dashboards:latest # Make sure the version of opensearch-dashboards matches the version of opensearch installed on other nodes
ports:
- 5601:5601 # Map host port 5601 to container port 5601
expose:
- "5601" # Expose port 5601 for web access to OpenSearch Dashboards
environment:
OPENSEARCH_HOSTS: '["http://opensearch:9200"]' # Define the OpenSearch nodes that OpenSearch Dashboards will query
DISABLE_SECURITY_DASHBOARDS_PLUGIN: true
# elasticsearch:
# image: docker.elastic.co/elasticsearch/elasticsearch:8.12.0 #7.17.16
# restart: always
# environment:
# - xpack.security.enabled=false
# - discovery.type=single-node
# ulimits:
# memlock:
# soft: -1
# hard: -1
# nofile:
# soft: 65536
# hard: 65536
# volumes:
# - elasticsearch-data:/usr/share/elasticsearch/data
# ports:
# - 9200:9200
# kibana:
# image: docker.elastic.co/kibana/kibana:8.12.0 #7.17.16
# restart: always
# environment:
# - ELASTICSEARCH_HOSTS=http://elasticsearch:9200 # address of elasticsearch docker container which kibana will connect
# ports:
# - 5601:5601
# depends_on:
# - elasticsearch # kibana will start when elasticsearch has started
# text-generation-inference:
# image: ghcr.io/huggingface/text-generation-inference
# ports:
# - 3000:3000
# command: ["--model-id", "TheBloke/Mistral-7B-Instruct-v0.2-GPTQ", "--revision", "gptq-8bit-128g-actorder_True", "--port", "3000", "--quantize", "gptq", "--max-input-length", "3696", "--max-total-tokens", "4096", "--max-batch-prefill-tokens", "4096"]
# deploy:
# resources:
# reservations:
# devices:
# - driver: nvidia
# count: all
# capabilities: [gpu]
# volumes:
# - tgi-data:/data
volumes:
chroma-data:
# elasticsearch-data:
opensearch-data:
tgi-data: