一鍵部署人工智能中的OPEN-WEBUI,OLLAMA, NGINX，也就對類似OPEN-AI的對話機器人
docker-compose.yaml
services:
# ollama:
# deploy:
# resources:
# reservations:
# devices:
# - driver: nvidia
# count: all
# capabilities:
# - gpu #使用GPU加速
# volumes:
# - ollama-volume:/root/.ollama #配置OLLAMA的配置數據文件在宿主機
# - /etc/localtime:/etc/localtime:ro
# container_name: ollama
# image: ollama/ollama
# restart: unless-stopped
# networks:
# - isolated #使用DOCKER的隔離網絡
# - internet
vllm:
container_name: vllm
image: vllm/vllm-openai:latest
# ipc: host
volumes:
- ${HUGGINGFACE_MODELS_DIR}:/models
- /etc/localtime:/etc/localtime:ro
command: >
--model /models/models--unsloth--llama-3-8b-Instruct-lawdata
--served-model-name llama-3-8b-Instruct-lawdata
--gpu-memory-utilization 0.90
--max_model_len 1072
--quantization bitsandbytes
--load_format bitsandbytes
ports:
- "8000:8000"
deploy:
resources:
reservations:
devices:
- driver: nvidia
count: all
capabilities: [gpu]
networks:
- isolated #使用DOCKER的隔離網絡
# https://github.com/open-webui/open-webui
open-webui: #全局維一的服務名
volumes:
- open-webui-volume:/app/backend/data #配置open-webui的配置數據文件在宿主機
- /etc/localtime:/etc/localtime:ro
container_name: open-webui
restart: unless-stopped
image: ghcr.io/open-webui/open-webui:main
# network_mode: host
ports:
- "3000:3000"
environment:
# - OLLAMA_BASE_URL=http://ollama:11434 #OPEN-WEBUI訪問OLLAMA的地址，其實就是服務名代替IP
- ENABLE_OLLAMA_API=False
- OPENAI_API_BASE_URL=http://vllm:8000 /v1
- /etc/localtime:/etc/localtime:ro
- LOG_LEVEL=DEBUG
depends_on:
# - ollama
- vllm
networks:
- isolated
nginx-webui:
volumes:
- ${NGINX_DATA_DIR}/html:/usr/share/nginx/html:ro
- ${NGINX_DATA_DIR}/conf/nginx.conf:/etc/nginx/nginx.conf:ro
- ${NGINX_DATA_DIR}/conf/conf.d/default.conf:/etc/nginx/conf.d/default.conf:ro
- ${NGINX_DATA_DIR}/conf/.htpasswd:/etc/nginx/.htpasswd:ro
- /etc/localtime:/etc/localtime:ro
- ${NGINX_DATA_DIR}/log/access.log:/var/log/nginx/access.log
- ${NGINX_DATA_DIR}/log/error.log:/var/log/nginx/error.log
container_name: nginx-webui
ports:
- "81:81"
image: nginx:latest
#image: quay.io/ricardbejarano/nginx
depends_on:
- open-webui
restart: unless-stopped
networks:
- isolated
- internet
volumes:
ollama-volume:
driver: local
driver_opts:
type: none
o: bind
device: ${OLLAMA_DATA_DIR}
open-webui-volume:
driver: local
driver_opts:
type: none
o: bind
device: ${OPEN_WEBUI_DATA_DIR}
networks:
isolated:
driver: bridge
internal: true
internet:
driver: bridge
nginx.conf
user nginx;
worker_processes auto;
error_log /var/log/nginx/error.log warn;
pid /var/run/nginx.pid;
events {
worker_connections 1024;
}
http {
include /etc/nginx/mime.types;
default_type application/octet-stream;
log_format main '$remote_addr - $remote_user [$time_local] "$request" '
'$status $body_bytes_sent "$http_referer" '
'"$http_user_agent" "$http_x_forwarded_for"';
access_log /var/log/nginx/access.log main;
sendfile on;
keepalive_timeout 65;
include /etc/nginx/conf.d/*.conf; # 加載 conf.d 目錄下的配置文件
}
docker/docker-nginx/data/conf/conf.d/default.conf
# server {
# listen 80;
# server_name example.com www.example.com;
# root /usr/share/nginx/html;
# index index.html index.htm;
# location / {
# try_files $uri $uri/ =404;
# }
# error_page 500 502 503 504 /50x.html;
# location = /50x.html {
# root /usr/share/nginx/html;
# }
# }
server {
listen 81;
server_name localhost;
location / {
proxy_pass http://open-webui:8080;
# proxy_pass http://localhost:8080;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
}
# 代理 WebSocket 請求
location /ws/ {
proxy_pass http://open-webui:8080;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "Upgrade";
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header X-Forwarded-Proto $scheme;
}
access_log /var/log/nginx/access.log;
error_log /var/log/nginx/error.log;
}
00_varible.sh
#!/bin/bash
# 獲取當前腳本的路徑
# SCRIPT_PATH="$(realpath "$0")"
# echo "當前腳本的路徑是: $SCRIPT_PATH"
# 獲取當前腳本所在的目錄
# SCRIPT_DIR="$(dirname "$SCRIPT_PATH")"
# echo "當前腳本所在的目錄是: $SCRIPT_DIR"
# cd $SCRIPT_DIR
# export HTTP_PROXY=http://192.168.0.102:7890
# export HTTPS_PROXY=https://192.168.0.102:7890
export DOCKER_ROOT_DIR=/home/paul/paulwong/work/workspaces/python-ai-project/docker
export NGINX_DATA_DIR=${DOCKER_ROOT_DIR}/docker-nginx/data
export OLLAMA_DATA_DIR=${DOCKER_ROOT_DIR}/docker-ollama/data
export OPEN_WEBUI_DATA_DIR=${DOCKER_ROOT_DIR}/docker-webui/data
export HUGGINGFACE_MODELS_DIR=/home/paul/.cache/huggingface/models
01_start-nginx-ollama-webui.sh
#!/bin/bash
# 獲取當前腳本的路徑
SCRIPT_PATH="$(realpath "$0")"
echo "當前腳本的路徑是: $SCRIPT_PATH"
# 獲取當前腳本所在的目錄
SCRIPT_DIR="$(dirname "$SCRIPT_PATH")"
echo "當前腳本所在的目錄是: $SCRIPT_DIR"
cd $SCRIPT_DIR
source ./00_varible.sh
docker compose -f configs/docker-compose.yaml down
docker compose -f configs/docker-compose.yaml up
02_restart-nginx-ollama-webui.sh
#!/bin/bash
# 獲取當前腳本的路徑
SCRIPT_PATH="$(realpath "$0")"
echo "當前腳本的路徑是: $SCRIPT_PATH"
# 獲取當前腳本所在的目錄
SCRIPT_DIR="$(dirname "$SCRIPT_PATH")"
echo "當前腳本所在的目錄是: $SCRIPT_DIR"
cd $SCRIPT_DIR
source ./00_varible.sh
docker compose -f configs/docker-compose.yaml restart
03_login_ollama.sh
#!/bin/bash
# 獲取當前腳本的路徑
SCRIPT_PATH="$(realpath "$0")"
echo "當前腳本的路徑是: $SCRIPT_PATH"
# 獲取當前腳本所在的目錄
SCRIPT_DIR="$(dirname "$SCRIPT_PATH")"
echo "當前腳本所在的目錄是: $SCRIPT_DIR"
cd $SCRIPT_DIR
source ./00_varible.sh
docker compose -f configs/docker-compose.yaml exec ollama /bin/bash
# echo ${DOCKER_ROOT_DIR}
04_restart_open_webui.sh
#!/bin/bash
# 獲取當前腳本的路徑
SCRIPT_PATH="$(realpath "$0")"
echo "當前腳本的路徑是: $SCRIPT_PATH"
# 獲取當前腳本所在的目錄
SCRIPT_DIR="$(dirname "$SCRIPT_PATH")"
echo "當前腳本所在的目錄是: $SCRIPT_DIR"
cd $SCRIPT_DIR
source ./00_varible.sh
docker compose -f configs/docker-compose.yaml restart open-webui
# echo ${DOCKER_ROOT_DIR}