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compose_qdrant.yaml
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# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
services:
qdrant-vector-db:
image: qdrant/qdrant
container_name: qdrant-vector-db
ports:
- "6333:6333"
- "6334:6334"
dataprep-qdrant-service:
image: ${REGISTRY:-opea}/dataprep:${TAG:-latest}
container_name: dataprep-qdrant-server
depends_on:
- qdrant-vector-db
- tei-embedding-service
ports:
- "6043:5000"
environment:
no_proxy: ${no_proxy}
http_proxy: ${http_proxy}
https_proxy: ${https_proxy}
QDRANT_HOST: qdrant-vector-db
QDRANT_PORT: 6333
QDRANT_INDEX_NAME: ${INDEX_NAME}
TEI_EMBEDDING_ENDPOINT: http://tei-embedding-service:80
HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
DATAPREP_COMPONENT_NAME: "OPEA_DATAPREP_QDRANT"
healthcheck:
test: ["CMD-SHELL", "curl -f http://localhost:5000/v1/health_check || exit 1"]
interval: 10s
timeout: 5s
retries: 50
restart: unless-stopped
tei-embedding-service:
image: ghcr.io/huggingface/text-embeddings-inference:cpu-1.5
container_name: tei-embedding-server
ports:
- "6040:80"
volumes:
- "${MODEL_CACHE:-./data}:/data"
shm_size: 1g
environment:
no_proxy: ${no_proxy}
http_proxy: ${http_proxy}
https_proxy: ${https_proxy}
command: --model-id ${EMBEDDING_MODEL_ID} --auto-truncate
retriever:
image: ${REGISTRY:-opea}/retriever:${TAG:-latest}
container_name: retriever-qdrant-server
depends_on:
- qdrant-vector-db
ports:
- "6045:7000"
ipc: host
environment:
no_proxy: ${no_proxy}
http_proxy: ${http_proxy}
https_proxy: ${https_proxy}
QDRANT_HOST: qdrant-vector-db
QDRANT_PORT: 6333
INDEX_NAME: ${INDEX_NAME}
TEI_EMBEDDING_ENDPOINT: http://tei-embedding-service:80
LOGFLAG: ${LOGFLAG}
RETRIEVER_COMPONENT_NAME: "OPEA_RETRIEVER_QDRANT"
restart: unless-stopped
tei-reranking-service:
image: ghcr.io/huggingface/text-embeddings-inference:cpu-1.5
container_name: tei-reranking-server
ports:
- "6041:80"
volumes:
- "${MODEL_CACHE:-./data}:/data"
shm_size: 1g
environment:
no_proxy: ${no_proxy}
http_proxy: ${http_proxy}
https_proxy: ${https_proxy}
HUGGINGFACEHUB_API_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
HF_HUB_DISABLE_PROGRESS_BARS: 1
HF_HUB_ENABLE_HF_TRANSFER: 0
command: --model-id ${RERANK_MODEL_ID} --auto-truncate
vllm-service:
image: ${REGISTRY:-opea}/vllm:${TAG:-latest}
container_name: vllm-service
ports:
- "6042:80"
volumes:
- "${MODEL_CACHE:-./data}:/root/.cache/huggingface/hub"
shm_size: 128g
environment:
no_proxy: ${no_proxy}
http_proxy: ${http_proxy}
https_proxy: ${https_proxy}
HF_TOKEN: ${HUGGINGFACEHUB_API_TOKEN}
LLM_MODEL_ID: ${LLM_MODEL_ID}
VLLM_TORCH_PROFILER_DIR: "/mnt"
command: --model $LLM_MODEL_ID --host 0.0.0.0 --port 80
chatqna-xeon-backend-server:
image: ${REGISTRY:-opea}/chatqna:${TAG:-latest}
container_name: chatqna-xeon-backend-server
depends_on:
qdrant-vector-db:
condition: service_started
dataprep-qdrant-service:
condition: service_healthy
tei-embedding-service:
condition: service_started
retriever:
condition: service_started
tei-reranking-service:
condition: service_started
vllm-service:
condition: service_started
ports:
- "8912:8888"
environment:
- no_proxy=${no_proxy}
- https_proxy=${https_proxy}
- http_proxy=${http_proxy}
- MEGA_SERVICE_HOST_IP=chatqna-xeon-backend-server
- EMBEDDING_SERVER_HOST_IP=tei-embedding-service
- EMBEDDING_SERVER_PORT=${EMBEDDING_SERVER_PORT:-80}
- RETRIEVER_SERVICE_HOST_IP=retriever
- RETRIEVER_SERVICE_PORT=${RETRIEVER_SERVICE_PORT:-7000}
- RERANK_SERVER_HOST_IP=tei-reranking-service
- RERANK_SERVER_PORT=${RERANK_SERVER_PORT:-80}
- LLM_SERVER_HOST_IP=vllm-service
- LLM_SERVER_PORT=80
- LLM_MODEL=${LLM_MODEL_ID}
- LOGFLAG=${LOGFLAG}
ipc: host
restart: always
chatqna-xeon-ui-server:
image: ${REGISTRY:-opea}/chatqna-ui:${TAG:-latest}
container_name: chatqna-xeon-ui-server
depends_on:
- chatqna-xeon-backend-server
ports:
- "5173:5173"
environment:
- no_proxy=${no_proxy}
- https_proxy=${https_proxy}
- http_proxy=${http_proxy}
ipc: host
restart: always
chatqna-xeon-nginx-server:
image: ${REGISTRY:-opea}/nginx:${TAG:-latest}
container_name: chatqna-xeon-nginx-server
depends_on:
- chatqna-xeon-backend-server
- chatqna-xeon-ui-server
ports:
- "${NGINX_PORT:-80}:80"
environment:
- no_proxy=${no_proxy}
- https_proxy=${https_proxy}
- http_proxy=${http_proxy}
- FRONTEND_SERVICE_IP=chatqna-xeon-ui-server
- FRONTEND_SERVICE_PORT=5173
- BACKEND_SERVICE_NAME=chatqna
- BACKEND_SERVICE_IP=chatqna-xeon-backend-server
- BACKEND_SERVICE_PORT=8888
- DATAPREP_SERVICE_IP=dataprep-qdrant-service
- DATAPREP_SERVICE_PORT=5000
ipc: host
restart: always
networks:
default:
driver: bridge