https://github.com/soulteary/simple-image-search-engine

图片搜索引擎，很简单。三步构建属于你自己的图片搜索引擎，掌握向量数据库和以图搜图、文本搜索图片。
https://github.com/soulteary/simple-image-search-engine

clip docker image-search-engine image-similarity picture-search redis redis-vector-search search-engine vector-database vits

Last synced: 3 months ago
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图片搜索引擎，很简单。三步构建属于你自己的图片搜索引擎，掌握向量数据库和以图搜图、文本搜索图片。

• Host: GitHub
• URL: https://github.com/soulteary/simple-image-search-engine
• Owner: soulteary
• License: apache-2.0
• Created: 2023-11-14T09:15:36.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-11-25T12:52:14.000Z (almost 2 years ago)
• Last Synced: 2025-04-08T15:04:15.481Z (6 months ago)
• Topics: clip, docker, image-search-engine, image-similarity, picture-search, redis, redis-vector-search, search-engine, vector-database, vits
• Language: Python
• Homepage: https://soulteary.com/2023/11/15/use-redis-to-build-a-lightweight-vector-database-application-image-search-engine-part-1.html
• Size: 200 KB
• Stars: 123
• Watchers: 3
• Forks: 39
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# 图片搜索引擎，很简单

三步构建属于你自己的图片搜索引擎，掌握向量数据库和以图搜图、文本搜索图片。

![](.github/detective.jpg)

## 教程

- 准备数据：[开源软件 FFmpeg 生成模型使用图片数据集](https://soulteary.com/2023/11/14/ffmpeg-generates-models-using-image-datasets.html)

- 处理图片数据，构建向量索引：[使用 Redis 构建轻量的向量数据库应用：图片搜索引擎（一）](https://soulteary.com/2023/11/15/use-redis-to-build-a-lightweight-vector-database-application-image-search-engine-part-1.html)

- 实现向量搜索、图片检索：[使用 Redis 构建轻量的向量数据库应用：图片搜索引擎（二）](https://soulteary.com/2023/11/16/use-redis-to-build-a-lightweight-vector-database-application-image-search-engine-part-2.html)