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version: '3.9'
networks:
net:
driver: bridge
services:
server:
image: server
build:
context: ${PWD}
dockerfile: Dockerfile
volumes:
- ${PWD}/:/chroma
# Be aware that indexed data are located in "/chroma/chroma/"
# Default configuration for persist_directory in chromadb/config.py
command: uvicorn chromadb.app:app --reload --workers 1 --host 0.0.0.0 --port 8000 --log-config chromadb/log_config.yml --timeout-keep-alive 30
environment:
- IS_PERSISTENT=TRUE
- CHROMA_SERVER_AUTH_PROVIDER=${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=${CHROMA_SERVER_AUTH_CREDENTIALS_PROVIDER}
- PERSIST_DIRECTORY=${PERSIST_DIRECTORY:-/chroma/chroma}
- 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}
- CHROMA_SERVER_NOFILE=${CHROMA_SERVER_NOFILE}
ports:
- 8000:8000
networks:
- net
embedding_server:
image: ${EMBEDDING_IMAGE:-ghcr.io/huggingface/text-embeddings-inference:cpu-0.3.0} #default image with CPU support
command: --model-id ${ST_MODEL:-BAAI/bge-small-en-v1.5} --revision ${ST_MODEL_REVISION:-main} #configure model and model revision paramters
ports:
- 8001:80
platform: linux/amd64 #right now the images are only available for linux
networks:
- net
volumes:
- hfmodels:/data #by default we create a volume for the models.
volumes:
backups:
driver: local
hfmodels:
driver: local
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