docker 安装 es 8.x

version: "3"

services:
  elasticsearch:
    image: docker.elastic.co/elasticsearch/elasticsearch:8.13.2
    environment:
      - discovery.type=single-node
      - xpack.security.enabled=false
      - ES_JAVA_OPTS=-Xms2g -Xmx2g
    ulimits:
      memlock:
        soft: -1
        hard: -1
      nofile:
        soft: 65536
        hard: 65536
    cap_add:
      - IPC_LOCK
    ports:
      - 9200:9200

  kibana:
    image: docker.elastic.co/kibana/kibana:8.13.2
    environment:
      - ELASTICSEARCH_HOSTS=http://elasticsearch:9200
    ports:
      - 5601:5601
    depends_on:
      - elasticsearch

通过eland上传机器学习模型

python -m pip install eland     

eland_import_hub_model --url http://192.168.56.112:9200 --hub-model-id sentence-transformers/clip-ViT-B-32-multilingual-v1 --task-type text_embedding --start

从网站上爬取图片数据

https://gitee.com/qfxcoffee/baidu-image-spider

将图片数据写入es中

实现文搜图及图搜图