{"id":87718,"date":"2026-07-30T19:40:26","date_gmt":"2026-07-30T11:40:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/87718.html"},"modified":"2026-07-30T19:40:26","modified_gmt":"2026-07-30T11:40:26","slug":"polardb%ef%bc%88%e9%98%bf%e9%87%8c%e4%ba%91%ef%bc%89vs-haishandb%ef%bc%88%e6%b5%b7%e5%b1%b1%e6%95%b0%e6%8d%ae%e5%ba%93%ef%bc%8c%e7%a7%bb%e5%8a%a8%e4%ba%91%ef%bc%89%e7%9a%84ai%e8%83%bd%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/87718.html","title":{"rendered":"PolarDB\uff08\u963f\u91cc\u4e91\uff09VS HaishanDB\uff08\u6d77\u5c71\u6570\u636e\u5e93\uff0c\u79fb\u52a8\u4e91\uff09\u7684AI\u80fd\u529b\u5168\u9762\u5bf9\u6bd4"},"content":{"rendered":"<p>\u4e24\u8005\u540c\u5c5e\u3010\u901a\u7528\u6570\u636e\u5e93\u5185\u6838\u539f\u751f AI \u539f\u751f\u8def\u7ebf\u3011&#xff0c;\u5b9a\u4f4d\u90fd\u662f&#xff1a;\u7ed3\u6784\u5316\u4e1a\u52a1\u6570\u636e &#043; \u5411\u91cf &#043; \u5168\u6587\u4e00\u4f53\u5316\u5e95\u5ea7\u3001\u9762\u5411 RAG \u4e0e Agent \u8bb0\u5fc6&#xff0c;\u66ff\u4ee3 \u201c\u4e1a\u52a1\u5e93 &#043; \u72ec\u7acb\u5411\u91cf\u5e93\u201d \u53cc\u67b6\u6784&#xff0c;\u4f46\u51fa\u8eab\u3001\u6280\u672f\u57fa\u7ebf\u3001\u751f\u6001\u3001\u9002\u7528\u884c\u4e1a\u3001\u4fe1\u521b\u8d44\u8d28\u5b58\u5728\u660e\u663e\u5206\u5316\u3002<\/p>\n<p>\u8bf4\u660e&#xff1a;PolarDB \u5305\u542b\u4e24\u5927\u5f62\u6001&#xff1a;\u96c6\u4e2d\u5f0f\u5171\u4eab\u5b58\u50a8 PolarDB&#xff08;MySQL\/PG \u7248&#xff09;\u3001\u5206\u5e03\u5f0f PolarDB-X&#xff1b;HaishanDB&#xff08;He3DB&#xff09;\u57fa\u4e8e PG \u6df1\u5ea6\u81ea\u7814&#xff0c;\u5206\u4e3a\u4e91\u670d\u52a1\u7248\u3001\u79c1\u6709\u5316\u4e00\u4f53\u673a\u7248\u672c\u3002<\/p>\n<h3>\u4e00\u3001\u6838\u5fc3\u4fe1\u606f\u603b\u89c8<\/h3>\n<p>\u8868\u683c<\/p>\n<table>\n<tr>\u5bf9\u6bd4\u7ef4\u5ea6\u963f\u91cc\u4e91 PolarDB AIHaishanDB&#xff08;\u6d77\u5c71\u6570\u636e\u5e93&#xff09;<\/tr>\n<tbody>\n<tr>\n<td>\u5382\u5546\u80cc\u666f<\/td>\n<td>\u963f\u91cc\u4e91\u81ea\u7814&#xff0c;\u4e92\u8054\u7f51\u4e91\u539f\u751f\u6807\u6746&#xff1b;\u4f9d\u6258\u901a\u4e49\u5927\u6a21\u578b\u751f\u6001<\/td>\n<td>\u4e2d\u56fd\u79fb\u52a8\u79fb\u52a8\u4e91\u5168\u6808\u81ea\u7814&#xff1b;\u9762\u5411\u8fd0\u8425\u5546\u3001\u653f\u52a1\u3001\u592e\u56fd\u4f01\u4fe1\u521b\u5e02\u573a<\/td>\n<\/tr>\n<tr>\n<td>\u6280\u672f\u5e95\u5ea7<\/td>\n<td>\u81ea\u7814\u5171\u4eab\u5b58\u50a8\u67b6\u6784&#xff08;\u96c6\u4e2d\u5f0f&#xff09;&#xff1b;PolarDB-X \u4e3a\u81ea\u7814\u5206\u5e03\u5f0f&#xff1b;MySQL\/PG \u53cc\u4e3b\u7ebf<\/td>\n<td>\u57fa\u4e8e PostgreSQL \u6df1\u5ea6\u5185\u6838\u6539\u9020&#xff1b;100% \u517c\u5bb9 PG\u3001\u9ad8\u5ea6\u517c\u5bb9 MySQL<\/td>\n<\/tr>\n<tr>\n<td>AI \u539f\u751f\u5b9e\u73b0\u8def\u5f84<\/td>\n<td>\u5185\u6838\u5185\u7f6e\u5411\u91cf\u7d22\u5f15&#xff08;IMCI\/HNSW&#xff09;&#043; Polar4AI AI \u7b97\u5b50\u6846\u67b6&#xff1b;Model as Operator<\/td>\n<td>\u5185\u6838\u539f\u751f\u878d\u5408\u591a\u6a21\u6001\u5f15\u64ce&#xff08;\u5411\u91cf \/ \u5168\u6587 \/ \u65f6\u5e8f&#xff09;&#xff1b;\u5411\u91cf\u4e3a\u4e00\u7b49\u516c\u6c11&#xff0c;\u7edf\u4e00\u4f18\u5316\u5668\u3001\u7edf\u4e00\u4e8b\u52a1 ACID<\/td>\n<\/tr>\n<tr>\n<td>\u5411\u91cf &amp; \u6df7\u5408\u67e5\u8be2<\/td>\n<td>\u4e00\u6761 SQL \u652f\u6301\u6807\u91cf\u8fc7\u6ee4 &#043; \u5411\u91cf\u76f8\u4f3c\u5ea6 &#043; \u5168\u6587\u68c0\u7d22&#xff1b;PolarSearch \u7edf\u4e00\u68c0\u7d22\u8303\u5f0f<\/td>\n<td>\u4e00\u4f53\u5316\u878d\u5408\u68c0\u7d22\u5f15\u64ce&#xff0c;\u5355\u4f18\u5316\u5668\u7edf\u7b79\u5173\u7cfb\u3001\u5411\u91cf\u3001\u5168\u6587 JOIN&#xff1b;\u91cd\u70b9\u9762\u5411 Agent \u5206\u5c42\u8bb0\u5fc6\u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td>\u5e93\u5185 AI \u80fd\u529b<\/td>\n<td>\u5185\u7f6e AI \u51fd\u6570&#xff1a;Embedding\u3001Rerank\u3001Text2SQL\u3001\u6587\u6863\u89e3\u6790\u3001\u591a\u6a21\u6001\u5411\u91cf&#xff1b;\u6df1\u5ea6\u7ed1\u5b9a\u901a\u4e49\u5927\u6a21\u578b<\/td>\n<td>\u652f\u6301\u5e93\u5185 Embedding \u8c03\u7528\u3001LLM \u63a8\u7406\u6269\u5c55&#xff1b;\u53ef\u5bf9\u63a5\u7b2c\u4e09\u65b9\u6a21\u578b&#xff0c;\u4e3b\u63a8Agent \u957f\u77ed\u65f6\u8bb0\u5fc6\u3001\u591a\u79df\u6237\u884c\u7ea7\u5b89\u5168<\/td>\n<\/tr>\n<tr>\n<td>\u90e8\u7f72\u5f62\u6001<\/td>\n<td>\u2460\u963f\u91cc\u4e91\u516c\u6709\u4e91\u6258\u7ba1&#xff1b;\u2461\u8f7b\u91cf\u7248\u79c1\u6709\u5316&#xff1b;\u2462\u5206\u5e03\u5f0f PolarDB-X&#xff1b;\u786c\u4ef6\u53cb\u597d RDMA\/NVMe \u4f18\u5316<\/td>\n<td>\u2460\u79fb\u52a8\u4e91\u516c\u6709\u4e91&#xff1b;\u2461\u79c1\u6709\u5316\u8f6f\u4ef6\u90e8\u7f72&#xff1b;\u2462\u6570\u636e\u5e93\u4e00\u4f53\u673a&#xff1b;\u7eaf\u8f6f\u4ef6\u67b6\u6784&#xff0c;\u65e0\u5f3a\u5236\u4e13\u7528\u786c\u4ef6\u4f9d\u8d56<\/td>\n<\/tr>\n<tr>\n<td>\u4fe1\u521b\u8d44\u8d28<\/td>\n<td>\u5b8c\u6210\u56fd\u4ea7\u82af\u7247\u9002\u914d&#xff0c;\u5546\u7528\u8ba4\u8bc1\u9f50\u5168&#xff1b;\u975e\u539f\u751f\u4fe1\u521b\u8def\u7ebf&#xff0c;\u4e91\u4e0a\u5c5e\u6027\u66f4\u5f3a<\/td>\n<td>\u901a\u8fc7\u56fd\u5bb6\u5b89\u5168\u53ef\u9760\u6d4b\u8bc4&#xff1b;\u6df1\u5ea6\u9002\u914d\u9cb2\u9e4f\u3001\u6d77\u5149\u3001\u98de\u817e\u3001\u56fd\u4ea7 OS&#xff1b;\u8fd0\u8425\u5546\u4fe1\u521b\u6807\u51c6\u4f53\u7cfb\u5185\u4f18\u9009<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6001\u7ed1\u5b9a<\/td>\n<td>\u6df1\u5ea6\u9501\u963f\u91cc\u4e91\u4f53\u7cfb&#xff1a;ECS\u3001OSS\u3001\u901a\u4e49\u3001DMS\u3001MaxCompute&#xff1b;\u8de8\u4e91\u8fc1\u79fb\u6210\u672c\u504f\u9ad8<\/td>\n<td>\u79fb\u52a8\u4e91\u5168\u6808\u534f\u540c&#xff08;BC-Linux \u5929\u5143 OS\u3001\u7b97\u529b\u3001\u4e91\u7f51&#xff09;&#xff1b;\u9762\u5411\u653f\u4f01\u5f02\u6784\u73af\u5883&#xff0c;\u652f\u6301\u6df7\u5408\u4e91\u3001\u672c\u5730\u673a\u623f\u90e8\u7f72<\/td>\n<\/tr>\n<tr>\n<td>\u6210\u719f\u5ea6 &amp; \u6848\u4f8b<\/td>\n<td>\u5546\u7528\u5468\u671f\u66f4\u957f&#xff1b;\u4e92\u8054\u7f51\u3001\u96f6\u552e\u3001\u91d1\u878d\u4e91\u4e0a\u4e1a\u52a1\u5927\u89c4\u6a21\u843d\u5730&#xff1b;RAG \u6848\u4f8b\u4e30\u5bcc<\/td>\n<td>\u8fd1\u5e74\u89c4\u6a21\u5316\u63a8\u5e7f&#xff1b;\u8fd0\u8425\u5546 DICT\u3001\u653f\u52a1\u3001\u533b\u7597\u3001\u80fd\u6e90\u56fd\u4ea7\u5316\u66ff\u6362\u573a\u666f\u5feb\u901f\u843d\u5730<\/td>\n<\/tr>\n<tr>\n<td>\u6838\u5fc3\u4f18\u52bf<\/td>\n<td>\u4e91\u4e0a\u6781\u81f4\u5f39\u6027\u3001HTAP \u80fd\u529b\u5f3a&#xff1b;AI \u5de5\u5177\u94fe\u5b8c\u5584&#xff1b;\u4e92\u8054\u7f51\u9ad8\u5e76\u53d1\u573a\u666f\u7ecf\u8fc7\u53cc 11 \u6781\u9650\u9a8c\u8bc1<\/td>\n<td>\u4fe1\u521b\u5408\u89c4\u4f18\u52bf\u7a81\u51fa&#xff1b;\u4e91\u7f51\u878d\u5408&#xff08;\u8fd0\u8425\u5546\u7279\u8272&#xff09;&#xff1b;\u901a\u7528 x86 \u786c\u4ef6\u90e8\u7f72\u95e8\u69db\u4f4e&#xff1b;Agent \u8bb0\u5fc6\u573a\u666f\u6df1\u5ea6\u4f18\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u76f8\u5bf9\u77ed\u677f<\/td>\n<td>\u79c1\u6709\u5316\u6210\u672c\u504f\u9ad8&#xff1b;\u5f3a\u4f9d\u8d56\u963f\u91cc\u4e91\u57fa\u7840\u8bbe\u65bd&#xff1b;\u4fe1\u521b\u9879\u76ee\u7ade\u6807\u4e0d\u5360\u4f18<\/td>\n<td>\u516c\u6709\u4e91\u5168\u56fd\u8282\u70b9\u5c11\u4e8e\u963f\u91cc\u4e91&#xff1b;\u4e92\u8054\u7f51\u5927\u89c4\u6a21\u7ebf\u4e0a\u4e1a\u52a1\u6848\u4f8b\u79ef\u7d2f\u5c11\u4e8e PolarDB&#xff1b;\u5f00\u6e90\u751f\u6001\u8f83\u5f31<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u4e8c\u3001AI \u539f\u751f\u5173\u952e\u80fd\u529b\u6df1\u5ea6\u62c6\u89e3&#xff08;\u91cd\u70b9\u5173\u6ce8\u70b9&#xff09;<\/h3>\n<h4>1. \u5411\u91cf\u68c0\u7d22\u67b6\u6784<\/h4>\n<p>PolarDB<\/p>\n<ul>\n<li>\u96c6\u4e2d\u5f0f\u7248\u672c&#xff1a;\u91c7\u7528 IMCI \u5217\u5b58 &#043; HNSW \u5411\u91cf\u7d22\u5f15&#xff1b;\u5206\u5e03\u5f0f PolarDB-X \u63d0\u4f9b\u5206\u5e03\u5f0f\u5411\u91cf\u68c0\u7d22&#xff1b;<\/li>\n<li>\u5411\u91cf\u6570\u636e\u4e0e\u4e1a\u52a1\u8868\u539f\u751f\u5171\u5b58&#xff0c;\u652f\u6301\u4e8b\u52a1&#xff1b;\u5411\u91cf\u68c0\u7d22\u4e0e OLTP\/OLAP \u6df7\u5408\u8d1f\u8f7d&#xff1b;<\/li>\n<li>\u4f18\u52bf&#xff1a;\u4e91\u4e0a\u5f39\u6027\u6269\u7f29\u6210\u719f&#xff0c;\u6d77\u91cf\u8bfb\u8d1f\u8f7d\u4f18\u5316\u597d\u3002<\/li>\n<\/ul>\n<p>HaishanDB<\/p>\n<ul>\n<li>PG \u5185\u6838\u4e00\u4f53\u5316\u6539\u9020&#xff0c;\u5411\u91cf\u5f15\u64ce\u3001\u5168\u6587\u5f15\u64ce\u3001\u5173\u7cfb\u5f15\u64ce\u5171\u4eab\u540c\u4e00\u5957\u4e8b\u52a1\u3001MVCC\u3001\u67e5\u8be2\u4f18\u5316\u5668&#xff1b;<\/li>\n<li>\u8bbe\u8ba1\u76ee\u6807\u76f4\u51fbAgent \u573a\u666f\u75db\u70b9&#xff1a;\u7ed3\u6784\u5316\u4e1a\u52a1\u6570\u636e\u66f4\u65b0&#xff0c;\u540c\u6b65\u66f4\u65b0\u5411\u91cf&#xff0c;\u4fdd\u8bc1 ACID \u4e00\u81f4\u6027&#xff1b;<\/li>\n<li>\u4e3b\u6253\u5206\u5c42\u8bb0\u5fc6&#xff08;\u77ed\u65f6\u5bf9\u8bdd\u8bb0\u5fc6\u3001\u957f\u671f\u77e5\u8bc6\u5e93\u8bb0\u5fc6&#xff09;&#xff0c;\u652f\u6301\u8bb0\u5fc6\u6743\u9650\u9694\u79bb\u3001\u591a\u79df\u6237\u7ba1\u63a7\u3002<\/li>\n<\/ul>\n<h4>2. \u5e93\u5185 AI \u5de5\u4f5c\u6d41&#xff08;RAG \u843d\u5730\u5dee\u5f02&#xff09;<\/h4>\n<p>PolarDB AI \u5b8c\u6574\u5c01\u88c5 RAG \u5168\u94fe\u8def SQL \u7b97\u5b50&#xff1a;\u6587\u6863\u5206\u7247\u3001\u5411\u91cf\u5316\u3001\u53ec\u56de\u3001\u91cd\u6392\u3001Text2SQL \u5f00\u7bb1\u5373\u7528&#xff1b; \u67b6\u6784\u504f\u5411\u4e91\u4e0a SaaS\u3001\u4f01\u4e1a\u77e5\u8bc6\u5e93\u3001\u667a\u80fd\u6570\u636e\u5206\u6790&#xff1b;\u4f18\u5148\u548c\u901a\u4e49 LLM \u6253\u901a&#xff0c;\u7aef\u5230\u7aef\u95ed\u73af\u3002<\/p>\n<p>HaishanDB AI \u7b97\u5b50\u6846\u67b6\u66f4\u52a0\u5f00\u653e&#xff0c;\u4e0d\u7ed1\u5b9a\u5355\u4e00\u5927\u6a21\u578b&#xff1b;\u91cd\u70b9\u9762\u5411\u884c\u4e1a\u4e1a\u52a1\u7cfb\u7edf\u5185\u5d4c RAG&#xff08;\u653f\u52a1\u4e1a\u52a1\u7cfb\u7edf\u3001\u8fd0\u8425\u5546\u5ba2\u670d\u3001\u533b\u4fdd\u4e1a\u52a1\u5e73\u53f0&#xff09;&#xff1b; \u5f3a\u8c03\u4e1a\u52a1\u4ea4\u6613\u548c\u8bed\u4e49\u68c0\u7d22\u5728\u540c\u4e00\u5e93&#xff0c;\u9002\u5408\u5b58\u91cf\u56fd\u4ea7\u5316\u4e1a\u52a1\u7cfb\u7edf\u53e0\u52a0 AI \u80fd\u529b\u3002<\/p>\n<h4>3. 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\u670d\u52a1\u5668\u5373\u53ef\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u66f4\u9002\u5408\u4f20\u7edf\u653f\u4f01\u673a\u623f\u3002<\/p>\n<\/li>\n<li>\n<p>\u5206\u5e03\u5f0f\u8def\u7ebf PolarDB \u4e24\u6761\u4ea7\u54c1\u7ebf\u5206\u79bb&#xff1a;\u96c6\u4e2d\u5f0f\u5171\u4eab\u5b58\u50a8&#xff08;\u9002\u5408\u4e2d\u7b49\u89c4\u6a21&#xff09;\u3001PolarDB-X shared-nothing \u5206\u5e03\u5f0f&#xff08;\u8d85\u5927\u89c4\u6a21\u5206\u7247\u573a\u666f&#xff09;&#xff1b; HaishanDB \u5206\u5e03\u5f0f\u96c6\u7fa4\u4e00\u4f53\u5316\u6f14\u8fdb&#xff0c;\u7edf\u4e00\u5185\u6838\u652f\u6491\u96c6\u4e2d\u5f0f \/ 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