{"id":32834,"date":"2024-05-27T09:41:05","date_gmt":"2024-05-27T01:41:05","guid":{"rendered":"https:\/\/www.aqycmy.com\/?p=32834"},"modified":"2025-03-04T10:02:58","modified_gmt":"2025-03-04T02:02:58","slug":"redis-vector-database-upgrade-chatgpt-openai","status":"publish","type":"post","link":"https:\/\/www.aqycmy.com\/redis-vector-database-upgrade-chatgpt-openai\/","title":{"rendered":"ChatGPT \u548c OpenAI \u90fd\u5728\u7528\u7684 Redis\uff0c\u662f\u5982\u4f55\u5347\u7ea7\u4e3a\u5411\u91cf\u6570\u636e\u5e93\u7684\uff1f"},"content":{"rendered":"\n

97622娱乐电子游戏

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\n

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InfoQ\uff1a\u6211\u6ce8\u610f\u5230\u60a8\u63d0\u5230\u4e86 ChatGPT \u548c OpenAI\uff0c\u4ed6\u4eec\u5df2\u7ecf\u5728\u4f7f\u7528 Redis\u3002\u90a3\u4ed6\u4eec\u662f\u5426\u5c06 Redis \u4f5c\u4e3a\u552f\u4e00\u7684\u5411\u91cf\u6570\u636e\u5e93\u4f7f\u7528\uff1f\u8fd9\u65b9\u9762\u6709\u54ea\u4e9b\u4fe1\u606f\u53ef\u4ee5\u5206\u4eab\u5417\uff1f<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>\u6839\u636e\u6211\u4e86\u89e3\uff0cChatGPT \u548c OpenAI \u5e76\u4e0d\u4ec5\u4ec5\u4f7f\u7528 Redis \u4f5c\u4e3a\u552f\u4e00\u7684\u5411\u91cf\u6570\u636e\u5e93\uff0c\u4ed6\u4eec\u4e5f\u5728\u4e0e\u5176\u4ed6\u5411\u91cf\u6570\u636e\u5e93\u5408\u4f5c\u3002\u56e0\u4e3a\u6280\u672f\u7684\u66f4\u65b0\u548c\u8fed\u4ee3\u975e\u5e38\u8fc5\u901f\uff0cRedis \u5df2\u7ecf\u6210\u7acb\u4e86\u4e13\u95e8\u7684\u56e2\u961f\u6765\u8d1f\u8d23\u5411\u91cf\u6570\u636e\u5e93\u7684\u7814\u7a76\u548c\u5f00\u53d1\uff0c\u5e76\u4e0e\u591a\u4e2a\u4e0d\u540c\u7684\u4f01\u4e1a\u5408\u4f5c\u3002<\/p>\n\n\n\n

\u5728 Redis \u7684\u5b98\u7f51\u4e0a\uff0c\u6211\u4eec\u5df2\u7ecf\u5c55\u793a\u4e86\u4e0e\u8bb8\u591a AI \u5927\u6a21\u578b\u9886\u57df\u7684\u5408\u4f5c\u6848\u4f8b\uff0c\u5305\u62ec\u4e0e ChatGPT \u7b49\u7684\u5408\u4f5c\u3002\u7136\u800c\uff0c\u5177\u4f53\u7ec6\u8282\u548c\u54ea\u4e9b\u5b9e\u9645\u7528\u4f8b\u6b63\u5728\u4f7f\u7528 Redis\uff0c\u4ee5\u53ca\u5b83\u4eec\u7684\u5177\u4f53\u60c5\u51b5\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u9886\u57df\u53d8\u5316\u8fc5\u901f\uff0c\u6240\u4ee5\u6211\u76ee\u524d\u6ca1\u6709\u6700\u65b0\u7684\u76f8\u5173\u4fe1\u606f\u3002<\/p>\n\n\n\n

InfoQ\uff1a\u60a8\u4e4b\u524d\u63d0\u5230\u7684\u662f\u5728 2018 \u5e74\uff0cRedis \u5f15\u5165\u4e86\u5411\u91cf\u641c\u7d22\u7684\u6a21\u5757\u3002\u5f53\u65f6\u5177\u4f53\u662f\u4ec0\u4e48\u60c5\u51b5\uff1f\u6211\u4eec\u662f\u57fa\u4e8e\u5ba2\u6237\u9700\u6c42\u5f00\u53d1\u8fd9\u4e2a\u529f\u80fd\u7684\u5417\uff1f\u8fd8\u662f\u6211\u4eec\u81ea\u5df1\u770b\u5230\u4e86\u8fd9\u4e2a\u5927\u7684\u8d8b\u52bf\uff1f<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>\u4ece 2018 \u5e74\u5f00\u59cb\uff0cRedis \u5f15\u5165\u4e86\u4e00\u4e2a\u641c\u7d22\u6a21\u5757\u3002\u5f53\u65f6\uff0c\u8fd9\u4e2a\u641c\u7d22\u6a21\u5757\u4e3b\u8981\u652f\u6301\u6807\u91cf\u641c\u7d22\uff0c\u800c\u4e0d\u662f\u5411\u91cf\u641c\u7d22\u3002\u5728\u90a3\u65f6\uff0cRedis \u4f7f\u7528\u4e2d\u7684\u4e00\u4e2a\u75db\u70b9\u662f\uff0c\u5c3d\u7ba1\u5b83\u662f\u4e00\u4e2a\u5185\u5b58\u4e2d\u7684\u952e\u503c\u5b58\u50a8\u7cfb\u7edf\uff0c\u67e5\u8be2\u65f6\u5982\u679c\u4e0d\u9010\u4e2a\u626b\u63cf\u6bcf\u4e2a\u952e\uff0c\u5c31\u6ca1\u6709\u5f88\u597d\u7684\u65b9\u6cd5\u6765\u6839\u636e\u67e5\u8be2\u6761\u4ef6\u68c0\u7d22\u6570\u636e\u3002<\/p>\n\n\n\n

\u56e0\u6b64\uff0c2018 \u5e74\u7684\u7248\u672c\u4e3b\u8981\u662f\u4e3a\u4e86\u89e3\u51b3\u641c\u7d22\u8fd9\u4e00\u75db\u70b9\u3002\u5b83\u5141\u8bb8\u7528\u6237\u5728 Redis \u4e2d\u5b58\u50a8\u5927\u91cf\u7684\u952e\uff0c\u800c\u4e14\u8fd9\u4e9b\u952e\u7684\u68c0\u7d22\u901f\u5ea6\u975e\u5e38\u5feb\u3002\u4f46\u662f\uff0c\u5982\u4f55\u5728\u8fd9\u4e9b\u952e\u4e2d\u5feb\u901f\u627e\u5230\u6ee1\u8db3\u7279\u5b9a\u6761\u4ef6\u7684\u6570\u636e\u5462\uff1f\u901a\u8fc7\u5185\u90e8\u8fed\u4ee3\u548c\u5347\u7ea7\uff0c\u4ece 1.0 \u7248\u672c\u5230 2.0 \u7248\u672c\uff0c\u6211\u4eec\u6536\u96c6\u4e86\u8bb8\u591a\u5ba2\u6237\u7684\u9700\u6c42\u3002\u8fd9\u4e9b\u9700\u6c42\u4e3b\u8981\u96c6\u4e2d\u5728\u5982\u4f55\u5feb\u901f\u521b\u5efa\u7d22\u5f15\u3001\u5982\u4f55\u5feb\u901f\u6267\u884c\u67e5\u8be2\uff0c\u4ee5\u53ca\u5982\u4f55\u8ba9\u5e94\u7528\u7a0b\u5e8f\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e9b\u64cd\u4f5c\u30022020 \u5e74\u6211\u4eec\u63a8\u51fa\u7684 2.0 \u7248\u672c\u4e2d\u5c31\u7740\u91cd\u4e8e\u8fd9\u4e9b\u65b9\u9762\u3002\u968f\u540e\uff0c\u5728 2.4 \u7248\u672c\u4e2d\uff08\u4ece\u53bb\u5e74 3 \u6708\u5f00\u59cb\uff0c\u5728 ChatGPT \u7b49\u5927\u6a21\u578b\u6d41\u884c\u4e4b\u524d\uff09\uff0c\u6211\u4eec\u6b63\u5f0f\u5f15\u5165\u4e86\u5411\u91cf\u641c\u7d22\u529f\u80fd\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u6536\u5230\u4e86\u8bb8\u591a\u5ba2\u6237\u7684\u8bf7\u6c42\uff0c\u4ed6\u4eec\u95ee\u662f\u5426\u53ef\u4ee5\u5c06 Redis \u7684\u5feb\u901f\u6807\u91cf\u641c\u7d22\u6269\u5c55\u5230\u5411\u91cf\u5316\u6570\u636e\u7684\u641c\u7d22\u3002\u6211\u4eec\u7684\u4ea7\u54c1\u56e2\u961f\u542c\u53d6\u4e86\u8fd9\u4e9b\u5ba2\u6237\u7684\u9700\u6c42\uff0c\u5728\u521d\u671f\u652f\u6301\u4e86\u57fa\u672c\u7684\u5411\u91cf\u76f8\u4f3c\u6027\u641c\u7d22\u529f\u80fd\u3002<\/p>\n\n\n\n

\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u6211\u4eec\u4e0d\u65ad\u5730\u52a0\u5165\u5404\u79cd\u4e3b\u6d41\u641c\u7d22\u6a21\u5f0f\u548c\u7b97\u6cd5\uff0c\u9010\u6b65\u5b8c\u5584\u8fd9\u4e2a\u529f\u80fd\uff0c\u4f7f\u5176\u53d8\u5f97\u66f4\u52a0\u6210\u719f\u3002\u73b0\u5728\uff0cRedis \u5728 7.2 \u7248\u672c\u4e2d\u8fdb\u884c\u4e86\u91cd\u5927\u66f4\u65b0\uff0c\u5e26\u6765\u4e86\u8bb8\u591a\u65b0\u529f\u80fd\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u4e0d\u518d\u5c06\u641c\u7d22\u4f5c\u4e3a\u4e00\u4e2a\u6a21\u5757\u8fdb\u884c\u63a8\u5e7f\uff0c\u800c\u662f\u5c06\u5176\u89c6\u4e3a Redis \u63d0\u4f9b\u7684\u4e3b\u8981\u529f\u80fd\u4e4b\u4e00\u3002\u8fd9\u610f\u5473\u7740 Redis \u4e0d\u4ec5\u53ef\u4ee5\u7528\u4f5c\u7f13\u5b58\u548c\u4e3b\u6570\u636e\u5e93\uff0c\u8fd8\u53ef\u4ee5\u7528\u4f5c\u5411\u91cf\u6570\u636e\u5e93\u3002<\/p>\n\n\n\n

InfoQ\uff1a\u968f\u7740\u529f\u80fd\u7684\u589e\u52a0\uff0cRedis \u7684\u5b9a\u4f4d\u4e5f\u53d1\u751f\u4e86\u4e00\u4e9b\u53d8\u5316\uff1f<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>\u662f\u7684\u3002\u6700\u521d\uff0cRedis \u7684\u4ea7\u54c1\u5b9a\u4f4d\u786e\u5b9e\u662f\u4f5c\u4e3a\u4e00\u79cd\u5185\u5b58\u6570\u636e\u5e93\uff0c\u4e13\u6ce8\u4e8e\u63d0\u4f9b\u5185\u5b58\u5b58\u50a8\uff0c\u5e76\u901a\u8fc7\u6a21\u5757\u6765\u6269\u5c55\u5176\u529f\u80fd\u3002\u7136\u800c\uff0c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u6211\u4eec\u5bf9 Redis \u8fdb\u884c\u4e86\u91cd\u65b0\u5b9a\u4f4d\u3002\u73b0\u5728\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86 Redis \u4f01\u4e1a\u7248\u8f6f\u4ef6\uff0c\u5c06\u6240\u6709\u529f\u80fd\u96c6\u6210\u5728\u5176\u4e2d\u3002\u53ea\u8981\u4f7f\u7528 Redis \u4f01\u4e1a\u7248\uff0c\u5c31\u80fd\u591f\u83b7\u5f97\u5168\u90e8\u529f\u80fd\uff0c\u65e0\u9700\u989d\u5916\u8d2d\u4e70\u6216\u90e8\u7f72\u7279\u5b9a\u7ec4\u4ef6\uff0c\u5373\u53ef\u76f4\u63a5\u4f7f\u7528\u3002<\/p>\n\n\n\n

\u5bf9\u4e8e\u5ba2\u6237\u800c\u8a00\uff0c\u5982\u679c\u4ed6\u4eec\u5df2\u7ecf\u5728\u4f7f\u7528 Redis \u4f5c\u4e3a\u7f13\u5b58\uff0c\u4ed6\u4eec\u73b0\u5728\u53ea\u9700\u5c06\u5411\u91cf\u5b58\u50a8\u5230 Redis \u4e2d\uff0c\u4fbf\u53ef\u4ee5\u76f4\u63a5\u8fdb\u884c\u5411\u91cf\u641c\u7d22\u3002\u8fd9\u5bf9\u5ba2\u6237\u6765\u8bf4\u975e\u5e38\u76f4\u89c2\u4e14\u6613\u7528\uff0c\u540c\u65f6\u4e5f\u4e0d\u4f1a\u589e\u52a0\u989d\u5916\u7684\u7cfb\u7edf\u590d\u6742\u6027\uff0c\u65e0\u9700\u5f15\u5165\u5176\u4ed6\u4ea7\u54c1\u6216\u529f\u80fd\u3002<\/p>\n\n\n\n

InfoQ\uff1a\u6211\u60f3\u4e86\u89e3\u4e00\u4e0b\u5173\u4e8e\u8fd9\u4e2a\u6a21\u7ec4\u7814\u53d1\u5386\u7a0b\u7684\u60c5\u51b5\uff0c\u4ee5\u53ca\u5b83\u5728\u7814\u53d1\u8fc7\u7a0b\u4e2d\u6240\u7ecf\u5386\u7684\u4e00\u4e9b\u8fed\u4ee3\u3002\u6b64\u5916\uff0c\u5f53\u5b83\u4e0e Redis \u6570\u636e\u5e93\u7ed3\u5408\u65f6\uff0c\u662f\u5426\u9047\u5230\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f\u5982\u679c\u6709\u6280\u672f\u4e0a\u7684\u96be\u9898\uff0c\u60a8\u662f\u5982\u4f55\u89e3\u51b3\u7684\uff1f\u80fd\u4ecb\u7ecd\u4e00\u4e0b\u76f8\u5173\u7684\u6280\u672f\u5b9e\u8df5\u8fc7\u7a0b\u5417\u3002<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>Redis \u5728\u4e0d\u540c\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u4fc3\u4f7f\u6211\u4eec\u4ece\u5404\u4e2a\u9886\u57df\u6536\u96c6\u4e86\u5bf9 Redis \u641c\u7d22\u7684\u9700\u6c42\u3002\u8d77\u521d\uff0c\u6709\u5ba2\u6237\u63d0\u51fa\u4e86\u5e0c\u671b\u5728\u5185\u5b58\u4e2d\u8fdb\u884c\u5411\u91cf\u641c\u7d22\u7684\u9700\u6c42\u3002\u6211\u4eec\u8ba4\u771f\u503e\u542c\u4e86\u8fd9\u4e9b\u5ba2\u6237\u7684\u610f\u89c1\uff0c\u5e76\u7740\u624b\u5b9e\u73b0\u8fd9\u4e2a\u529f\u80fd\u3002<\/p>\n\n\n\n

\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d\uff0c\u4ece\u521d\u59cb\u7684 POC\uff08Proof of Concept\uff09\u9879\u76ee\u5f00\u59cb\uff0c\u6211\u4eec\u5c06\u8fd9\u4e2a\u529f\u80fd\u4f5c\u4e3a\u4e00\u4e2a\u9644\u52a0\u7ec4\u4ef6\u6dfb\u52a0\u5230 Redis \u4e2d\u3002\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u6211\u4eec\u5c06\u5b83\u6f14\u53d8\u6210\u4e86 Redis \u7684\u4e3b\u63a8\u529f\u80fd\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0cRedis \u7684\u4e3b\u4ea7\u54c1\u4e0e\u6211\u4eec\u7684\u6a21\u7ec4\u529f\u80fd\u76f8\u4e92\u534f\u540c\u8fdb\u5316\u3002\u4e3e\u4e2a\u4f8b\u5b50\u6765\u8bf4\uff0cRedis \u4f01\u4e1a\u7248\u5728\u89e3\u51b3\u65e5\u5e38\u5e94\u7528\u4e2d\u7684\u75db\u70b9\u65b9\u9762\u62e5\u6709\u8bb8\u591a\u7279\u6027\uff0c\u6bd4\u5982\u5185\u5efa\u7684\u5f3a\u5927\u4ee3\u7406\uff08proxy\uff09\u3002\u8fd9\u4e2a\u4ee3\u7406\u80fd\u591f\u81ea\u52a8\u5c06\u8bf7\u6c42\u5bfc\u5411\u76f8\u5e94\u7684\u5206\u7247\uff0c\u4e0d\u7ba1\u662f\u5355\u4e00\u5206\u7247\u8fd8\u662f\u96c6\u7fa4\u6a21\u5f0f\uff0c\u4ece\u800c\u4fdd\u8bc1\u4e86 Redis \u7684\u5b58\u50a8\u548c\u541e\u5410\u91cf\u80fd\u591f\u81ea\u52a8\u8c03\u6574\uff0c\u65e0\u9700\u989d\u5916\u5e72\u9884\u3002\u5bf9\u5ba2\u6237\u800c\u8a00\uff0c\u501f\u52a9\u5185\u5efa\u7684\u4ee3\u7406\uff0c\u53ef\u4ee5\u7b80\u5316\u4e1a\u52a1\u903b\u8f91\uff0c\u65e0\u9700\u5173\u5fc3\u662f\u5355\u4e00\u6a21\u5f0f\u8fd8\u662f\u96c6\u7fa4\u6a21\u5f0f\u3002\u8fd9\u540c\u65f6\u4e5f\u89e3\u51b3\u4e86\u641c\u7d22\u7684\u96be\u9898\uff0c\u56e0\u4e3a Redis \u6bcf\u4e2a\u5206\u7247\u662f\u5355\u7ebf\u7a0b\u6a21\u5f0f\uff0c\u5982\u679c\u8bf7\u6c42\u96c6\u4e2d\u5728\u4e00\u4e2a\u5206\u7247\u4e0a\uff0c\u6027\u80fd\u4f1a\u53d7\u5230\u5f71\u54cd\u3002\u4f46\u5982\u679c\u4f7f\u7528\u96c6\u7fa4\u6a21\u5f0f\uff0c\u5ba2\u6237\u7aef\u9700\u8981\u7ef4\u62a4\u8fde\u63a5\u5e76\u4e86\u89e3\u6bcf\u4e2a\u5206\u7247\u4e0a\u7684\u6570\u636e\uff0c\u8fd9\u4f1a\u4f7f\u5f97\u4e1a\u52a1\u903b\u8f91\u53d8\u5f97\u590d\u6742\u3002<\/p>\n\n\n\n

\u4f01\u4e1a\u7248\u89e3\u51b3\u4e86\u8fd9\u4e9b\u56f0\u96be\uff0c\u540c\u65f6\u4e5f\u4f7f\u5f97\u641c\u7d22\u66f4\u52a0\u5bb9\u6613\u3002\u5728 Redis \u96c6\u7fa4\u7248\u4e2d\uff0c\u7531\u4e8e\u5df2\u7ecf\u5185\u7f6e\u4e86\u4ee3\u7406\uff0c\u641c\u7d22\u8bf7\u6c42\u80fd\u591f\u81ea\u52a8\u5206\u914d\u5230\u5404\u4e2a\u5206\u7247\u4e0a\u6267\u884c\uff0c\u5e76\u4ee5\u6700\u4f4e\u7684\u6210\u672c\u6574\u5408\u7ed3\u679c\u3002\u8fd9\u786e\u4fdd\u4e86 Redis \u5728\u641c\u7d22\u4e2d\u4e0d\u518d\u53d7\u5236\u4e8e\u5355\u4e00\u5206\u7247\u7684\u6027\u80fd\uff0c\u540c\u65f6\u63d0\u4f9b\u66f4\u5927\u91cf\u3001\u66f4\u5feb\u901f\u7684\u641c\u7d22\u3002\u8fd9\u79cd\u641c\u7d22\u7684\u6269\u5c55\u6027\u548c\u901f\u5ea6\u5f97\u76ca\u4e8e Redis \u4f01\u4e1a\u7248\u5185\u7f6e\u7684\u4ee3\u7406\u3002<\/p>\n\n\n\n

\u5728\u5f00\u53d1 Redis \u641c\u7d22\u8fc7\u7a0b\u4e2d\uff0c\u7531\u4e8e\u9700\u8981\u7ef4\u62a4\u989d\u5916\u7684\u6570\u636e\u7ed3\u6784\uff0c\u5982\u7d22\u5f15\uff0c\u6211\u4eec\u7684\u4ea7\u54c1\u56e2\u961f\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u786e\u4fdd\u5feb\u901f\u7684\u5206\u914d\u548c\u67e5\u8be2\u8fd9\u4e9b\u7ed3\u6784\uff0c\u4f7f\u5f97 Redis \u4f01\u4e1a\u7248\u6027\u80fd\u6bd4\u5f00\u6e90\u7248\u6709\u4e86\u663e\u8457\u63d0\u5347\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u6211\u4eec\u6b63\u5728\u63a8\u51fa\u7684\u4f01\u4e1a\u7248\u672c\u4e2d\uff0c\u5305\u62ec\u6700\u65b0\u7684 7.2 \u7248\u672c\uff0c\u5df2\u7ecf\u5f15\u5165\u4e86\u9884\u89c8\u7248\u7684\u529f\u80fd\u3002\u5728\u641c\u7d22\u65b9\u9762\uff0c\u6211\u4eec\u89e3\u51b3\u4e86\u6bcf\u4e2a\u5206\u7247\u4e0a\u641c\u7d22\u4ecd\u7136\u53d7\u9650\u4e8e\u5355\u7ebf\u7a0b\u9650\u5236\u7684\u95ee\u9898\u3002\u901a\u8fc7\u591a\u7ebf\u7a0b\u65b9\u5f0f\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86\u540c\u65f6\u641c\u7d22\uff0c\u8fd9\u5728\u6d4b\u8bd5\u4e2d\u5df2\u7ecf\u5b9e\u73b0\u4e86\u8d85\u8fc7 10 \u500d\u751a\u81f3 16 \u500d\u7684\u6027\u80fd\u63d0\u5347\u3002\u8fd9\u4e5f\u8bf4\u660e\u4e86\u641c\u7d22\u6709\u8bb8\u591a\u65b9\u6cd5\u53ef\u4ee5\u8fdb\u4e00\u6b65\u4f18\u5316\u6027\u80fd\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e0d\u65ad\u8fdb\u5316\u548c\u4e0d\u65ad\u5b8c\u5584\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

InfoQ\uff1a\u628a\u4e0a\u8ff0\u529f\u80fd\u878d\u5165\u5230 Redis \uff0c\u8d4b\u80fd Redis \u6570\u636e\u5e93\uff0c\u65f6\u95f4\u4e0a\u82b1\u4e86\u591a\u4e45\u5462\uff1f<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>\u8fd9\u9879\u6280\u672f\u7684\u6f14\u8fdb\u8fc7\u7a0b\u4ece\u6700\u521d\u7684\u8ba8\u8bba\u5230\u7814\u7a76\uff0c\u518d\u5230\u7814\u53d1\uff0c\u4ee5\u53ca\u73b0\u5728\u7684\u9884\u89c8\u7248\u529f\u80fd\uff0c\u7ecf\u5386\u4e86\u76f8\u5f53\u957f\u7684\u65f6\u95f4\u3002\u6839\u636e\u6211\u4e86\u89e3\uff0c\u8fd9\u4e2a\u529f\u80fd\u7684\u5b9e\u9645\u6d4b\u8bd5\u65f6\u95f4\u81f3\u5c11\u8d85\u8fc7\u4e00\u5e74\uff0c\u4ece\u6700\u521d\u7684\u8ba8\u8bba\u5230\u5b9e\u9645\u6d4b\u8bd5\u7684\u8fc7\u7a0b\u786e\u5b9e\u9700\u8981\u4e00\u6bb5\u65f6\u95f4\u3002\u800c\u5728\u89c4\u5212\u548c\u5b9e\u65bd\u8fd9\u4e9b\u529f\u80fd\u4e4b\u524d\uff0c\u6240\u82b1\u8d39\u7684\u65f6\u95f4\u7edd\u5bf9\u4e0d\u6b62\u4e00\u5e74\u3002<\/p>\n\n\n\n

Redis \u7684\u4ea7\u54c1\u56e2\u961f\u6295\u5165\u4e86\u5927\u91cf\u7684\u65f6\u95f4\u548c\u7cbe\u529b\uff0c\u751a\u81f3\u8bbe\u7acb\u4e86\u4e00\u4e2a\u4e13\u95e8\u7684\u56e2\u961f\uff0c\u8d1f\u8d23\u786e\u5b9a Redis \u4f5c\u4e3a\u5411\u91cf\u6570\u636e\u5e93\u9700\u8981\u5b9e\u73b0\u7684\u529f\u80fd\u3002\u8fd9\u4e2a\u56e2\u961f\u9700\u8981\u601d\u8003\u6709\u54ea\u4e9b\u6838\u5fc3\u7ec4\u4ef6\u53ef\u4ee5\u5b8c\u6210\u8fd9\u4e9b\u529f\u80fd\uff0c\u8fd8\u9700\u8981\u4e0e\u5176\u4ed6\u56e2\u961f\u5408\u4f5c\u3002\u6574\u4e2a\u8fc7\u7a0b\u9700\u8981\u8de8\u8db3\u591a\u4e2a\u56e2\u961f\u7684\u5408\u4f5c\uff0c\u56e0\u6b64\u8fd9\u662f\u4e00\u4e2a\u957f\u671f\u53d1\u5c55\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

InfoQ\uff1a\u9274\u4e8e\u5927\u6a21\u578b\u5982\u6b64\u53d7\u6b22\u8fce\uff0c\u4ee5\u53ca\u6570\u636e\u5e93\u7684\u91cd\u8981\u6027\uff0c\u60a8\u662f\u5426\u8ba4\u4e3a\u5728\u8fd9\u4e2a\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u6570\u636e\u7684\u65f6\u4ee3\uff0c\u6570\u636e\u5e93\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\uff1f\u662f\u5426\u5fc5\u987b\u8981\u7814\u53d1\u65b0\u7684\u6570\u636e\u5e93\uff0c\u4ee5\u6ee1\u8db3\u4e0d\u65ad\u589e\u957f\u7684\u9700\u6c42\uff1f<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>\u6211\u8ba4\u4e3a\u73b0\u5728\u7684\u5411\u91cf\u6570\u636e\u5e93\u5df2\u7ecf\u6210\u4e3a\u521a\u9700\uff0c\u56e0\u4e3a\u5b83\u89e3\u51b3\u4e86\u4f20\u7edf\u6570\u636e\u5e93\u65e0\u6cd5\u89e3\u51b3\u7684\u51e0\u4e2a\u6838\u5fc3\u95ee\u9898\u3002\u4f20\u7edf\u6570\u636e\u5e93\u4e3b\u8981\u57fa\u4e8e\u5173\u952e\u8bcd\u8fdb\u884c\u7cbe\u786e\u641c\u7d22\uff0c\u5373\u5b58\u5728\u6216\u4e0d\u5b58\u5728\u7684\u6a21\u5f0f\u3002\u800c\u5411\u91cf\u6570\u636e\u5e93\u63d0\u4f9b\u7684\u662f\u8fd1\u4f3c\u641c\u7d22\uff0c\u5f53\u6211\u63d0\u4f9b\u4e00\u5f20\u56fe\u7247\u3001\u4e00\u6bb5\u6587\u5b57\u6216\u8005\u4e00\u4e2a\u8bed\u97f3\u65f6\uff0c\u5b83\u80fd\u591f\u627e\u5230\u76f8\u4f3c\u7684\u5339\u914d\u9879\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f 0 \u548c 1 \u7684\u7ed3\u679c\u3002\u5b83\u901a\u8fc7\u6253\u5206\u673a\u5236\u7ed9\u51fa\u8fd1\u4f3c\u503c\uff0c\u8fd9\u662f\u4f20\u7edf\u6570\u636e\u5e93\u65e0\u6cd5\u5b9e\u73b0\u7684\u3002<\/p>\n\n\n\n

\u540c\u65f6\uff0c\u4f20\u7edf\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u7d22\u5f15\u65b9\u6cd5\u4e5f\u65e0\u6cd5\u76f4\u63a5\u9002\u7528\u4e8e\u73b0\u5728\u7684\u5411\u91cf\u6570\u636e\u5e93\u3002\u56e0\u4e3a\u5728\u5e95\u5c42\uff0c\u5305\u62ec\u8ba1\u7b97\u3001\u6570\u636e\u5b58\u50a8\u4ee5\u53ca\u5e94\u7528\u5c42\u9762\uff0c\u5411\u91cf\u6570\u636e\u5e93\u4e0e\u4f20\u7edf\u6570\u636e\u5e93\u5b8c\u5168\u4e0d\u540c\u3002\u8d77\u521d\uff0c\u5411\u91cf\u6570\u636e\u5e93\u53ef\u80fd\u53ea\u662f\u4f5c\u4e3a\u5173\u7cfb\u6570\u636e\u5e93\u7684\u4e00\u4e2a\u8865\u5145\u3002\u7136\u800c\uff0c\u968f\u7740\u5927\u6570\u636e\u3001\u5927\u6a21\u578b\u548c\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u5bf9\u4e8e\u5411\u91cf\u7684\u5b58\u50a8\u548c\u67e5\u8be2\u4ee5\u53ca\u5feb\u901f\u6027\u80fd\u90fd\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\uff0c\u53ea\u6709\u5411\u91cf\u6570\u636e\u5e93\u624d\u80fd\u591f\u6ee1\u8db3\u8fd9\u4e9b\u8981\u6c42\u3002<\/p>\n\n\n\n

\u5411\u91cf\u6570\u636e\u5e93\u7684\u9700\u6c42\u4f1a\u6301\u7eed\u4e0a\u5347\u5417<\/em><\/h2>\n\n\n\n

nfoQ\uff1a\u672a\u6765\u5411\u91cf\u6570\u636e\u5e93\u7684\u9700\u6c42\u4f1a\u6301\u7eed\u4e0a\u5347\u5417\uff1f<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u6301\u7eed\u4e0a\u5347\u7684\u8fc7\u7a0b\u3002\u968f\u7740\u5927\u6a21\u578b\u7684\u5174\u8d77\uff0c\u5bf9\u5411\u91cf\u6570\u636e\u5e93\u7684\u9700\u6c42\u4e0d\u65ad\u589e\u52a0\u3002\u8bb8\u591a\u4f20\u7edf\u7684\u5411\u91cf\u6570\u636e\u5e93\u4e5f\u5728\u4e0d\u65ad\u8fdb\u884c\u8fed\u4ee3\u548c\u66f4\u65b0\uff0c\u4e00\u4e9b\u4ee5\u524d\u4e0d\u652f\u6301\u5411\u91cf\u6570\u636e\u5e93\u7684\u4ea7\u54c1\u4e5f\u5728\u58f0\u79f0\u81ea\u5df1\u652f\u6301\uff0c\u4e0d\u65ad\u5730\u6dfb\u52a0\u8fd9\u4e00\u529f\u80fd\u3002\u56e0\u6b64\uff0c\u8fd9\u79cd\u9700\u6c42\u5c06\u6301\u7eed\u5b58\u5728\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e0d\u65ad\u6d17\u724c\u3001\u6dd8\u6c70\u4e0d\u8db3\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n

InfoQ\uff1a\u76ee\u524d\u6709\u4e00\u4e9b\u4eba\u8ba4\u4e3a\u672a\u6765\u7684\u6bcf\u4e2a\u6570\u636e\u5e93\u90fd\u4f1a\u81ea\u7136\u800c\u7136\u5730\u3001\u672c\u5730\u652f\u6301\u5411\u91cf\u5d4c\u5165\u548c\u5411\u91cf\u641c\u7d22\u3002\u60a8\u5bf9\u8fd9\u79cd\u89c2\u70b9\u6709\u4f55\u770b\u6cd5\uff1f\u5982\u679c\u8fd9\u79cd\u8d8b\u52bf\u786e\u5b9e\u51fa\u73b0\uff0c\u5b83\u4f1a\u5bf9\u5411\u91cf\u6570\u636e\u5e93\u884c\u4e1a\u4ea7\u751f\u4ec0\u4e48\u5f71\u54cd\uff0c\u53ef\u80fd\u4f1a\u6709\u54ea\u4e9b\u79ef\u6781\u7684\u65b9\u9762\uff0c\u6216\u8005\u53ef\u80fd\u4f1a\u5e26\u6765\u54ea\u4e9b\u6311\u6218\uff1f<\/strong><\/p>\n\n\n\n

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AIGC \u6d6a\u6f6e\u4e0b\uff0c\u5f00\u53d1\u8005\u8be5\u5982\u4f55\u201c\u6b66\u88c5\u201d\u81ea\u5df1<\/em><\/h2>\n\n\n\n

InfoQ\uff1a\u4f5c\u4e3a\u4e00\u4e2a\u5728\u6570\u636e\u5e93\u9886\u57df\u6709\u591a\u5e74\u7ecf\u9a8c\u7684\u8001\u5e08\uff0c\u60a8\u8ba4\u4e3a\u73b0\u5728\u7a0b\u5e8f\u5458\u5982\u679c\u5e0c\u671b\u5728 AI \u548c\u5411\u91cf\u6570\u636e\u5e93\u9886\u57df\u53d1\u5c55\uff0c\u9700\u8981\u638c\u63e1\u54ea\u4e9b\u5173\u952e\u6280\u80fd\u5462\uff1f<\/strong><\/p>\n\n\n\n

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InfoQ\uff1a\u8001\u5e08\u7684\u8bdd\u786e\u5b9e\u7ed9\u4e86\u6211\u4eec\u5f88\u6709\u4ef7\u503c\u7684\u542f\u793a\u3002\u6700\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u63a2\u8ba8\u4e00\u4e2a\u5e7f\u6cdb\u53d7\u5173\u6ce8\u7684\u8bdd\u9898\uff0c\u5373\u5411\u91cf\u6570\u636e\u5e93\u672a\u6765\u7684\u53d1\u5c55\u3002\u5f53\u524d\uff0c\u5411\u91cf\u6570\u636e\u5e93\u5df2\u7ecf\u8fdb\u5165\u4e86\u70ed\u95e8\u9636\u6bb5\uff0c\u8bb8\u591a\u76f8\u5173\u6280\u672f\u4e5f\u53d8\u5f97\u975e\u5e38\u6210\u719f\uff0c\u5305\u62ec\u5411\u91cf\u7d22\u5f15\u548c\u4f20\u7edf\u6570\u636e\u5e93\u6280\u672f\u3002\u7136\u800c\uff0c\u4eba\u4eec\u666e\u904d\u5173\u5fc3\u7684\u662f\uff0c\u672a\u6765\u7684\u53d1\u5c55\u5c06\u4f1a\u8d70\u5411\u4f55\u65b9\uff0c\u4ee5\u53ca\u6211\u4eec\u5e94\u8be5\u5173\u6ce8\u54ea\u4e9b\u8d8b\u52bf\uff1f<\/strong><\/p>\n\n\n\n

\u53f2\u78ca\uff1a<\/strong>\u6839\u636e\u6211\u7684\u4e2a\u4eba\u89c2\u70b9\uff0c\u7ed3\u5408\u6211\u591a\u5e74\u6765\u5728 AI \u548c\u5927\u6570\u636e\u9886\u57df\u7684\u7ecf\u9a8c\uff0c\u4ee5\u53ca\u5bf9\u4f20\u7edf\u6570\u636e\u5e93\u7684\u4e86\u89e3\uff0c\u6211\u8981\u8bf4\uff0c\u51e0\u5e74\u524d\u6211\u65e0\u6cd5\u9884\u6599\u5230\u6570\u636e\u5e93\u9886\u57df\u80fd\u591f\u5982\u6b64\u8fc5\u901f\u5730\u53d1\u5c55\u81f3\u4eca\u7684\u7a0b\u5ea6\u3002<\/p>\n\n\n\n

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