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alibabacloud-analyticdb-python-demo-ai's Introduction

简介

本项目展示使用AnalyticDB PostgreSQL版搭建基于AI算法的视频, 图像, 文本等非结构化数据分析的的系统. 目前demo包含:

1. 基于内容的以图搜图
2. 人脸识别/人脸检索
3. 商品属性识别和多维度搜索
4. 单轮问答系统

介绍文档: <<使用AnalyticDB轻松实现以图搜图和人脸检索>> <<AnalyticDB向量检索+AI 实战: 商品多维度搜索和识别>> <<AnalyticDB向量检索+AI 实战: 单轮问答系统>> <<AnalyticDB向量检索+AI 实战: 声纹识别>>

使用方法:

  1. 首先需要获取AnalyticDB PostgreSQL版连接信息 获得AnalyticDB连接串. 可以加入下方钉钉群1元试用.
  2. 运行demo
cd $PROJ_DIR
pip install -r requirements.txt
cp config/config_template config/config.yml
# 将链接信息填入config.yml
python app.py

然后就可以使用chrome浏览器打开 localhost:<demo_端口号> 来访问demo服务.

有问题可以加入AnalyticDB的向量团队钉钉沟通群。

License

MIT License

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