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| 1 | 1 | # Redis 底层原理分析与多语言应用实践<sup>[©](https://github.com/yanglbme)</sup> | 
| 2 |  | -[](https://github.com/yanglbme/redis-multi-programming-language-practice/actions) | 
|  | 2 | + | 
| 3 | 3 | [](https://github.com/yanglbme/redis-multi-programming-language-practice/actions) | 
| 4 | 4 | [](http://makeapullrequest.com) | 
| 5 | 5 | [](https://doocs.github.io/#/?id=how-to-join) | 
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| 17 | 17 | ## Redis 数据结构与应用 | 
| 18 | 18 | 
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| 19 | 19 | ### [String 字符串](/docs/redis-string-introduction.md) | 
|  | 20 | + | 
| 20 | 21 | - [说说如何基于 Redis 实现分布式锁?](/docs/redis-distributed-lock.md) | 
| 21 | 22 | 
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| 22 | 23 | ### [List 列表](/docs/redis-list-introduction.md) | 
|  | 24 | + | 
| 23 | 25 | - 如何利用 Redis List 实现异步消息队列? | 
| 24 | 26 | - [用 Redis 如何实现页面数据分页的效果?](/docs/redis-list-paginate.md) | 
| 25 | 27 | 
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| 26 | 28 | ### [Set 集合](/docs/redis-set-introduction.md) | 
|  | 29 | + | 
| 27 | 30 | - [如何用 Redis 实现论坛帖子的点赞点踩功能?](/docs/redis-set-like-and-dislike.md) | 
| 28 | 31 | 
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| 29 | 32 | ### [Sorted Sets 有序集合](/docs/redis-sorted-set-introduction.md) | 
|  | 33 | + | 
| 30 | 34 | - [社交网站通常会有粉丝关注的功能,用 Redis 怎么实现?](/docs/redis-sorted-set-sns-follow.md) | 
| 31 | 35 | - [每日、每周、每月积分排行榜功能该怎么实现?](/docs/redis-sorted-set-ranking-or-trending-list.md) | 
| 32 | 36 | - [关键词搜索,如何用 Redis 实现自动补全?](/docs/redis-sorted-set-auto-complete.md) | 
| 33 | 37 | 
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| 34 | 38 | ### [Hash 哈希](/docs/redis-hash-introduction.md) | 
|  | 39 | + | 
| 35 | 40 | - [登录会话,用 Redis 该怎么做?](/docs/redis-hash-session-token.md) | 
| 36 | 41 | - [如何使用 Redis 实现短网址服务?](/docs/redis-hash-shorten-url.md) | 
| 37 | 42 | 
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| 40 | 45 | ### [Bitmap 位图](/docs/redis-bitmap-introduction.md) | 
| 41 | 46 | 
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| 42 | 47 | ## 参考资料 | 
|  | 48 | + | 
| 43 | 49 | - Redis 深度历险[2018] | 
| 44 |  | -- Redis 使用手册[2019] | 
|  | 50 | +- Redis 使用手册[2019] | 
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