{"id":821888,"date":"2026-08-03T19:29:21","date_gmt":"2026-08-03T11:29:21","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=821888"},"modified":"2026-08-03T19:29:21","modified_gmt":"2026-08-03T11:29:21","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%9a%84%e4%b8%8b%e5%8d%8a%e5%9c%ba%ef%bc%8c%e6%8b%bc%e7%9a%84%e6%98%af%e8%ae%b0%e6%80%a7","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=821888","title":{"rendered":"\u5927\u6a21\u578b\u7684\u4e0b\u534a\u573a\uff0c\u62fc\u7684\u662f\u8bb0\u6027"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/164F7DB496E440B046FE0B6CC4F1194CE84D454F_size723_w1080_h608.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5927\u6a21\u578b\u7684\u4e0b\u534a\u573a\uff0c\u62fc\u7684\u662f\u8bb0\u6027\"  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class=\"tag_link\">\u98ce\u9669<\/a>\u6700\u53ef\u63a7\u7684\u65b9\u5f0f\u3002<\/p>\n<p>\u95ee\u9898\u5728\u4e8e\uff0c\u88ab\u52a8\u68c0\u7d22\u5e76\u4e0d\u7b49\u4e8e\u4e3b\u52a8\u8bb0\u5fc6\u3002<\/p>\n<p>\u5f53\u5927\u6a21\u578b\u6f14\u8fdb\u81f3Agent\u7684\u4e0b\u534a\u573a\uff0c\u8bb0\u5fc6\u5df2\u5347\u7ea7\u4e3a\u4e0e\u63a8\u7406\u540c\u7b49\u91cd\u8981\u7684\u8ba4\u77e5\u80fd\u529b\u3002<\/p>\n<p>\u6211\u4eec\u5bf9\u8bb0\u5fc6\u7684\u671f\u671b\u4e5f\u968f\u4e4b\u6539\u53d8\u2014\u2014\u5b83\u5e94\u8be5\u80fd\u591f<strong>\u4e3b\u52a8\u5199\u5165\u3001\u4e3b\u52a8\u5224\u65ad\u3001\u4e3b\u52a8\u6574\u7406\u3001\u4e3b\u52a8\u66f4\u65b0\uff0c\u4e3b\u52a8\u5efa\u7acb\u4fe1\u606f\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u751a\u81f3\u4e3b\u52a8\u9057\u5fd8\u9519\u8bef\u7684\u4fe1\u606f<\/strong>\uff0c\u5e76\u5c06\u8fd9\u4e9b\u8bb0\u5fc6\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u63d0\u4f9b\u7ed9\u6a21\u578b\uff0c\u63d0\u5347\u4efb\u52a1\u5b8c\u6210\u6548\u7387\u3002<\/p>\n<p>\u800c\u4f20\u7edfRAG\uff0c\u53ea\u6709\u673a\u68b0\u5316\u7684\u5199\u548c\u673a\u68b0\u7684\u8bfb\u3002\u4e2d\u95f4\u90a3\u4e9b\u5173\u4e8e\u7406\u89e3\u3001\u9057\u5fd8\u3001\u5173\u8054\u7684\u5de5\u4f5c\uff0c\u5168\u90fd\u88ab\u5916\u5305\u7ed9\u4e86\u4eba\u7c7b\u5de5\u7a0b\u5e08\u3002<\/p>\n<p>\u4ec0\u4e48\u662f\u771f\u6b63AI 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\u6301\u7eed\u7ef4\u62a4\u4e00\u5957\u5c0f\u578b\u77e5\u8bc6\u7f51\u7edc\u2014\u2014\u65b0\u8d44\u6599\u8fdb\u5165\u540e\uff0c\u6a21\u578b\u4f1a\u4e3b\u52a8\u603b\u7ed3\u3001\u5efa\u7acb\u94fe\u63a5\u3001\u66f4\u65b0\u9875\u9762\u5e76\u7ef4\u62a4\u7d22\u5f15\u3002\u77e5\u8bc6\u4e0d\u518d\u662f\u67e5\u8be2\u65f6\u4e34\u65f6\u62fc\u51d1\u7684\u6563\u6599\uff0c\u800c\u88ab\u6c89\u6dc0\u4e3a\u53ef\u88ab\u6301\u7eed\u4fee\u8ba2\u7684\u4e2d\u95f4\u5c42\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u6b21\u81f3\u5173\u91cd\u8981\u7684\u8dc3\u8fc1\uff0c\u5b83\u8ba9<strong>\u201c\u628a\u601d\u8003\u7ed3\u679c\u6c89\u6dc0\u4e0b\u6765\u3001\u4e3b\u52a8\u63d0\u4f9b\u7ed9\u6a21\u578b\u201d<\/strong>\u6210\u4e3a\u884c\u4e1a\u5171\u8bc6\u3002\u77e5\u8bc6\u7531\u6b64\u5b9e\u73b0\u590d\u5229\u5f0f\u8fdb\u5316\u3002<\/p>\n<p>\u4f46\u4e2a\u4eba\u77e5\u8bc6\u80fd\u591f\u79ef\u7d2f\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u4ea7\u54c1\u7ea7\u8bb0\u5fc6\u53ef\u4ee5\u8fd0\u884c\u3002\u4e2a\u4eba\u573a\u666f\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u63a5\u53d7\u9875\u9762\u5076\u5c14\u51fa\u9519\uff0c\u53ef\u4ee5\u624b\u52a8\u4fee\u8ba2\u94fe\u63a5\uff0c\u4e5f\u53ef\u4ee5\u51b3\u5b9a\u54ea\u4e9b\u8d44\u6599\u88ab\u52a0\u5165\u7cfb\u7edf\u3002<\/p>\n<p>\u4f46\u8fdb\u5165\u4f01\u4e1a\u573a\u666f\u540e\uff0c\u95ee\u9898\u53d8\u5f97\u590d\u6742\u8d77\u6765\uff1a<strong>\u8c01\u6709\u6743\u5199\u5165\u77e5\u8bc6\uff1f<\/strong>\u4e00\u6761\u7ed3\u8bba\u7ecf\u8fc7\u4ec0\u4e48\u9a8c\u8bc1\u624d\u80fd\u751f\u6548\uff1f\u4e24\u4e2a\u90e8\u95e8\u7684\u77e5\u8bc6\u53d1\u751f\u51b2\u7a81\u65f6\uff0c\u4ee5\u54ea\u4e2a\u7248\u672c\u4e3a\u51c6\uff1f\u5458\u5de5\u79bb\u804c\u3001\u6743\u9650\u53d8\u5316\u6216\u8005\u4e1a\u52a1\u89c4\u5219\u8c03\u6574\u540e\uff0c\u54ea\u4e9b\u5185\u5bb9\u9700\u8981\u88ab\u5220\u9664\uff1f\u4e0d\u540c Agent \u4e4b\u95f4\u5e94\u8be5\u5171\u4eab\u591a\u5c11\u4fe1\u606f\uff1f<\/p>\n<p>\u4e00\u5957\u7531\u6587\u4ef6\u3001\u7d22\u5f15\u548c\u4eba\u5de5\u89c4\u5219\u7ef4\u62a4\u7684Wiki\uff0c\u53ef\u4ee5\u5e2e\u52a9AI\u79ef\u7d2f\u77e5\u8bc6\uff0c\u5374\u672a\u5fc5\u80fd\u89e3\u51b3\u6743\u9650\u3001\u65f6\u6548\u3001\u7248\u672c\u3001\u4e00\u81f4\u6027\u4e0e\u8d23\u4efb\u5f52\u5c5e\u95ee\u9898\u3002<\/p>\n<p>\u4e0d\u96be\u53d1\u73b0\uff0c\u524d\u4e24\u6d3e\u73a9\u5bb6\u7ed9\u51fa\u7684\u7b54\u6848\uff0c\u5176\u5b9e\u90fd\u662f\u5148\u8bad\u7ec3\u6216\u63a5\u5165\u4e00\u4e2a\u901a\u7528\u5927\u6a21\u578b\uff0c\u518d\u5728\u6a21\u578b\u5916\u90e8\u6dfb\u52a0RAG\u3001\u77e5\u8bc6\u5e93\u6216\u8005\u63d2\u4ef6\u3002<\/p>\n<p>\u4f46\u8bb0\u5fc6\u4e0e\u667a\u6167\u4e00\u5b9a\u662f\u5206\u522b\u72ec\u7acb\u7684\u6a21\u5757\u5417\uff1f\u4e0d\u540c\u573a\u666f\u9700\u8981\u7684\u8bb0\u5fc6\u65b9\u5f0f\u662f\u7edf\u4e00\u6807\u51c6\u7684\u5417\uff1f<\/p>\n<p>\u6cbf\u7740\u4e3b\u52a8\u8bb0\u5fc6\u4e0e\u4f01\u4e1a\u7ea7\u4ea7\u54c1\u80fd\u529b\u8fd9\u6761\u8def\u7ebf\uff0c\u884c\u4e1a\u81ea2025\u5e74\u8d77\u51fa\u73b0\u4e86\u7b2c\u4e09\u7c7b\u73a9\u5bb6\u2014\u2014\u5206\u5c42\u4e3b\u52a8\u8bb0\u5fc6\u6d3e\u3002<\/p>\n<p>\u5728\u4ed6\u4eec\u770b\u6765\uff0c\u771f\u6b63\u6210\u719f\u7684 AI \u8bb0\u5fc6\uff0c\u4e0d\u8be5\u662f\u4e00\u4e2a\u9759\u6001\u6570\u636e\u5e93\uff0c\u800c\u5e94\u662f\u4e00\u5957\u6301\u7eed\u8fd0\u8f6c\u7684\u8ba4\u77e5\u67b6\u6784\u3002<\/p>\n<p><strong>\u5b83\u9700\u8981\u5177\u5907\u4e3b\u52a8\u6027\uff1a<\/strong>\u4e3b\u52a8\u89c2\u5bdf\u4ea4\u4e92\uff0c\u5224\u65ad\u4ec0\u4e48\u503c\u5f97\u8bb0\u5f55\uff1b\u4e3b\u52a8\u8bc6\u522b\u5b9e\u4f53\u3001\u65f6\u95f4\u4e0e\u56e0\u679c\u5173\u7cfb\uff1b\u4e3b\u52a8\u66f4\u65b0\u65e7\u7ed3\u8bba\uff0c\u62b9\u5e73\u65b0\u65e7\u4fe1\u606f\u7684\u51b2\u7a81\uff1b\u4e3b\u52a8\u964d\u4f4e\u4f4e\u4ef7\u503c\u6570\u636e\u7684\u6743\u91cd\uff0c\u5e76\u5728\u6070\u5f53\u7684\u65f6\u5019\u6267\u884c\u9057\u5fd8\u3002<\/p>\n<p>\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u5fc5\u987b\u50cf\u4eba\u7c7b\u5927\u8111\u4e00\u6837\uff0c\u5efa\u7acb\u5206\u5c42\u67b6\u6784\u3002<\/p>\n<p>\u5f53\u524d\u4efb\u52a1\u7684\u5373\u65f6\u6307\u4ee4\uff0c\u7edd\u4e0d\u80fd\u4e0e\u6c89\u6dc0\u6570\u5e74\u7684\u4e1a\u52a1\u4e8b\u5b9e\u6df7\u4e3a\u4e00\u8c08\uff1b\u7528\u6237\u4e00\u53e5\u968f\u53e3\u7684\u5410\u69fd\uff0c\u4e0d\u8be5\u8f7b\u6613\u63a8\u7ffb\u56e2\u961f\u957f\u671f\u5f62\u6210\u7684\u5de5\u7a0b\u89c4\u8303\u3002<\/p>\n<p>\u66f4\u76f4\u767d\u5730\u8bf4\uff0c\u771f\u6b63\u7684\u8bb0\u5fc6\u7cfb\u7edf\u9700\u8981\u5efa\u7acb\u201c<strong>\u77ac\u65f6\u8bb0\u5fc6\u2014\u5de5\u4f5c\u8bb0\u5fc6\u2014\u957f\u671f\u8bb0\u5fc6\u201d<\/strong>\u7684\u5206\u5c42\u4f53\u7cfb\uff0c\u8ba9\u4e0d\u540c\u4fe1\u606f\u4ee5\u4e0d\u540c\u65b9\u5f0f\u8fdb\u5165\u3001\u505c\u7559\u3001\u8fc1\u79fb\u548c\u9000\u51fa\u3002<\/p>\n<p>\u7136\u540e\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u4ed6\u4eec\u4f1a\u8fdb\u4e00\u6b65\u5c06\u8bb0\u5fc6\u53d8\u6210\u6a21\u578b\u7684\u539f\u751f\u80fd\u529b\uff0c\u5e76\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u505a\u51fa\u4e0d\u540c\u7684 agent \u8bb0\u5fc6\u65b9\u6848\u3002<\/p>\n<p>\u5982\u4f55\u6253\u9020\u8bb0\u5fc6\u7684\u4e09\u5c42\u5b58\u50a8\u4f53\u7cfb<\/p>\n<p>\u5982\u4f55\u8861\u91cf\u4e00\u5957 AI \u7cfb\u7edf\u662f\u5426\u771f\u6b63\u62e5\u6709\u957f\u671f\u8bb0\u5fc6\uff1f<\/p>\n<p>LoCoMo \u548c LongMemEval \u662f\u76ee\u524d\u884c\u4e1a\u4e2d\u5177\u6709\u4ee3\u8868\u6027\u7684\u4e24\u7c7b\u516c\u5f00\u6d4b\u8bd5\u3002<\/p>\n<p>LoCoMo \u901a\u8fc7\u6a2a\u8de8\u591a\u8f6e\u3001\u591a\u4e2a\u65f6\u95f4\u9636\u6bb5\u7684\u8d85\u957f\u5bf9\u8bdd\uff0c\u8003\u5bdf\u6a21\u578b\u5bf9\u4eba\u7269\u3001\u4e8b\u4ef6\u548c\u5173\u7cfb\u7684\u8bb0\u5fc6\uff0c\u4ee5\u53ca\u5bf9\u65f6\u95f4\u548c\u56e0\u679c\u94fe\u6761\u7684\u7406\u89e3\u3002\u7814\u7a76\u663e\u793a\uff0c\u6269\u5927\u4e0a\u4e0b\u6587\u6216\u5f15\u5165\u5e38\u89c4 RAG \u867d\u7136\u53ef\u4ee5\u6539\u5584\u8868\u73b0\uff0c\u4f46\u6a21\u578b\u4f9d\u7136\u660e\u663e\u843d\u540e\u4e8e\u4eba\u7c7b\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/5D4B976A208CBA55DD3479F2705D14774AD43F18_size156_w1000_h587.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5927\u6a21\u578b\u7684\u4e0b\u534a\u573a\uff0c\u62fc\u7684\u662f\u8bb0\u6027\"  \/><\/p>\n<p>LongMemEval \u5219\u8fdb\u4e00\u6b65\u628a\u80fd\u529b\u62c6\u6210\u4fe1\u606f\u63d0\u53d6\u3001\u8de8\u4f1a\u8bdd\u63a8\u7406\u3001\u65f6\u95f4\u63a8\u7406\u3001\u77e5\u8bc6\u66f4\u65b0\u548c\u62d2\u7edd\u56de\u7b54\u7b49\u7ef4\u5ea6\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/869FF7CEC9CE93EE2175DD53A3E0298D7ED66351_size138_w1000_h556.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5927\u6a21\u578b\u7684\u4e0b\u534a\u573a\uff0c\u62fc\u7684\u662f\u8bb0\u6027\"  \/><\/p>\n<p>\u8fd1\u671f\u767b\u9876\u8fd9\u4e24\u9879\u6d4b\u8bd5\u7684<strong>\u7ea2\u718aAI<\/strong>\uff0c\u53ca\u5176\u81ea\u7814\u7684<strong>MemoryBear<\/strong>\uff0c\u4e3a\u884c\u4e1a\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9c9c\u6d3b\u7684\u5de5\u7a0b\u6837\u672c\u3002\uff08\u8bc4\u6d4b\u7ed3\u679c\u4e0e\u590d\u73b0\u6750\u6599\u89c1\u6587\u672b\u9644\u6ce8\uff09<\/p>\n<p>\u4e25\u683c\u6765\u8bf4\uff0c2024\u5e74\u5e95\u7ea2\u718aAI\u7acb\u9879\u7814\u53d1\u8bb0\u5fc6\u5f15\u64ce\u65f6\uff0c&quot;AI\u8bb0\u5fc6&quot;\u8fd8\u4e0d\u662f\u4e00\u4e2a\u5355\u72ec\u8d5b\u9053\uff0c\u53ea\u662f\u5927\u6a21\u578b\u7684\u9644\u5c5e\u8bdd\u9898\u3002\u5982\u4eca\u8fd9\u4e2a\u8d5b\u9053\u5df2\u7ecf\u6324\u6ee1\u8ddf\u8fdb\u8005\u2014\u2014\u5927\u5382\u5728\u6a21\u578b\u91cc\u52a0\u8bb0\u5fc6\u5c42\uff0c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e4%b8%9a\" title=\"View all posts in \u521b\u4e1a\" target=\"_blank\" class=\"tag_link\">\u521b\u4e1a<\/a>\u516c\u53f8\u624e\u5806\u505a\u8bb0\u5fc6\u6846\u67b6\uff0c\u800c\u6b64\u65f6MemoryBear\u5df2\u7ecf\u5f00\u6e90\u3002<\/p>\n<p>\u4f5c\u4e3a\u7b2c\u4e09\u6d3eAI\u8bb0\u5fc6\u7684\u4ee3\u8868\u6027\u73a9\u5bb6\uff0c\u7ea2\u718a AI\u6ca1\u6709\u628a\u8bb0\u5fc6\u7406\u89e3\u4e3a\u4e00\u4e2a\u6570\u636e\u5e93\uff0c\u800c\u662f\u6784\u5efa\u4e86\u7531\u5de5\u4f5c\u8bb0\u5fc6\u3001\u77ed\u671f\u8bb0\u5fc6\u4e0e\u957f\u671f\u8bb0\u5fc6\u7ec4\u6210\u7684\u5206\u5c42\u52a8\u6001\u4f53\u7cfb\u3002<\/p>\n<p>\u5176\u4e2d\uff1a\u5de5\u4f5c\u8bb0\u5fc6\u5904\u7406\u5f53\u524d\u4efb\u52a1\u6240\u9700\u8981\u7684\u4fe1\u606f\u3002\u77ed\u671f\u8bb0\u5fc6\u4fdd\u5b58\u8fd1\u671f\u91cd\u8981\u5185\u5bb9\uff0c\u5e76\u8fdb\u884c\u521d\u6b65\u63d0\u70bc\u548c\u7ed3\u6784\u5316\u3002\u957f\u671f\u8bb0\u5fc6\u5219\u6c89\u6dc0\u7ecf\u8fc7\u9a8c\u8bc1\u3001\u5177\u5907\u6301\u7eed\u4ef7\u503c\u7684\u4e8b\u5b9e\u3001\u7ecf\u9a8c\u3001\u6280\u80fd\u4e0e\u7528\u6237\u504f\u597d\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u5206\u5c42\u4e0d\u662f\u5446\u677f\u548c\u9759\u6001\u7684\u5f52\u6863\u2014\u2014\u4e00\u6761\u4fe1\u606f\u4e0d\u4f1a\u56e0\u4e3a\u51fa\u73b0\u8fc7\uff0c\u5c31\u81ea\u52a8\u6210\u4e3a\u8bb0\u5fc6\u3002<strong>\u5728\u5206\u5c42\u4e4b\u524d\uff0c\u4fe1\u606f\u9700\u8981\u7ecf\u5386\u4e09\u6b65\u5efa\u6a21\uff1a<\/strong><\/p>\n<p><strong>\u9996\u5148\u662f\u8403\u53d6\u3002<\/strong>\u7cfb\u7edf\u4ece\u5927\u91cf\u4ea4\u4e92\u4e2d\u8bc6\u522b\u771f\u6b63\u6709\u4ef7\u503c\u7684\u4e8b\u5b9e\uff0c\u8fc7\u6ee4\u5bd2\u6684\u3001\u91cd\u590d\u8868\u8fbe\u3001\u65e0\u6548\u6307\u4ee4\u548c\u4e34\u65f6\u566a\u58f0\u3002<\/p>\n<p><strong>\u5176\u6b21\u662f\u5173\u8054\u3002<\/strong>\u4fe1\u606f\u4f1a\u901a\u8fc7\u5b9e\u4f53\u3001\u4e8b\u4ef6\u3001\u65f6\u95f4\u548c\u8bed\u4e49\u5173\u7cfb\u5f62\u6210\u52a8\u6001\u7f51\u7edc\uff08\u7c7b\u4f3c\u7b2c\u4e8c\u6d3e\u7684LLM Wiki \uff09\u3002\u4e00\u6761\u5ba2\u6237\u6295\u8bc9\u53ef\u4ee5\u5173\u8054\u5230\u5177\u4f53\u4ea7\u54c1\u3001\u8ba2\u5355\u3001\u670d\u52a1\u8bb0\u5f55\u548c\u540e\u7eed\u89e3\u51b3\u7ed3\u679c\uff1b\u4e00\u6b21\u6280\u672f\u9009\u578b\u53ef\u4ee5\u5173\u8054\u5230\u5f53\u65f6\u7684\u7ea6\u675f\u3001\u88ab\u653e\u5f03\u7684\u65b9\u6848\u548c\u540e\u6765\u51fa\u73b0\u7684\u95ee\u9898\u3002<\/p>\n<p><strong>\u6700\u540e\u662f\u5339\u914d\u3002<\/strong>\u7cfb\u7edf\u6839\u636e\u5f53\u524d\u4efb\u52a1\uff0c\u4ece\u4e0d\u540c\u5c42\u7ea7\u7684\u8bb0\u5fc6\u4e2d\u63d0\u53d6\u5fc5\u8981\u4fe1\u606f\uff0c\u907f\u514d\u4e86RAG\u5f0f\u4ec5\u9760\u8bed\u4e49\u76f8\u4f3c\u5ea6\u7684\u7c97\u66b4\u53ec\u56de\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/79FE1D36F3B9EF0B410E903326DC65EF504F76A1_size4552_w1080_h602.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5927\u6a21\u578b\u7684\u4e0b\u534a\u573a\uff0c\u62fc\u7684\u662f\u8bb0\u6027\"  \/><\/p>\n<p>MemoryBear\u64cd\u4f5c\u754c\u9762<\/p>\n<p>\u5728\u6b64\u57fa\u7840\u4e0a\uff0cMemoryBear \u8fd8\u52a0\u5165\u81ea\u52a8\u9057\u5fd8\u548c\u81ea\u6211\u53cd\u601d\u673a\u5236\u3002\u6ca1\u6709\u9057\u5fd8\u4e0e\u53cd\u601d\uff0c\u9519\u8bef\u3001\u8fc7\u65f6\u3001\u4f4e\u4ef7\u503c\u7684\u4fe1\u606f\u6301\u7eed\u7d2f\u79ef\uff0c\u8bb0\u5fc6\u6700\u7ec8\u4f1a\u6ca6\u4e3a<strong>\u6c61\u67d3\u6bcf\u4e00\u6b21\u53ec\u56de\u7684\u5783\u573e\u573a<\/strong>\u3002\u8fd9\u4e5f\u662fMemoryBear\u4e0e\u4f20\u7edfRAG\u6700\u6839\u672c\u7684\u533a\u522b\u3002<\/p>\n<p>\u4f46\u53ea\u6709\u4e00\u4e2a\u901a\u7528\u7684\u5206\u5c42\u8bb0\u5fc6\u7cfb\u7edf\u5c31\u591f\u4e86\u5417\uff1f<\/p>\n<p>\u4ece\u5206\u5c42\u8bb0\u5fc6\u5230\u4e13\u5c5e\u6a21\u578b<\/p>\n<p>MemoryBear\u89e3\u51b3\u4e86\u8bb0\u5fc6\u5982\u4f55\u5b58\u50a8\u4e0e\u5206\u5c42\u7684\u95ee\u9898\uff0c\u4f46\u884c\u4e1a\u5f88\u5feb\u649e\u4e0a\u4e86\u7b2c\u4e8c\u9053\u5899\uff1a<strong>\u8bb0\u5fc6-\u63a8\u7406\u65ad\u5c42\u3002<\/strong><\/p>\n<p>\u5728\u957f\u4efb\u52a1\u4e2d\uff0c\u6a21\u578b\u9700\u8981\u7406\u89e3\u6301\u7eed\u53d8\u5316\u7684\u4e1a\u52a1\u76ee\u6807\uff0c\u7ee7\u627f\u6b64\u524d\u5f62\u6210\u7684\u51b3\u7b56\u80cc\u666f\uff0c\u5728\u591a\u4e2a\u6b65\u9aa4\u548c\u591a\u4e2a\u4f1a\u8bdd\u4e4b\u95f4\u4fdd\u6301\u4e00\u81f4\uff0c\u5e76\u5c06\u65b0\u7684\u6267\u884c\u7ed3\u679c\u91cd\u65b0\u53cd\u9988\u7ed9\u8bb0\u5fc6\u7cfb\u7edf\u3002\u8fc7\u7a0b\u4e2d\uff0c\u8bb0\u5fc6\u4e0d\u4ec5\u4f1a\u6539\u53d8\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185\u5bb9\uff0c\u4e5f\u6539\u53d8\u4e86\u6a21\u578b\u7ec4\u7ec7\u4efb\u52a1\u3001\u89c4\u5212\u884c\u52a8\u548c\u4fee\u6b63\u5224\u65ad\u7684\u65b9\u5f0f\u3002<\/p>\n<p>\u4f46\u5982\u679c\u53ea\u662f\u5c06\u8bb0\u5fc6\u76f4\u63a5\u76f4\u63a5\u585e\u7ed9\u901a\u7528\u7684\u65e0\u72b6\u6001\u5927\u6a21\u578b\uff0c<strong>\u672c\u8d28<\/strong><strong>\u4f9d\u7136\u662f\u9759\u6001\u7684 Prompt \u8f93\u5165<\/strong>\u3002\u8fd9\u5c31\u5bfc\u81f4\uff0c\u5f53\u9762\u5bf9\u8de8\u4f1a\u8bdd\u3001\u957f\u5468\u671f\u7684\u590d\u6742\u4efb\u52a1\u65f6\uff0c\u901a\u7528\u5927\u6a21\u578b\u7531\u4e8e\u7f3a\u4e4f\u5bf9\u8bb0\u5fc6\u72b6\u6001\u53d8\u66f4\u7684\u5185\u751f\u611f\u77e5\u529b\uff0c\u5373\u4f7f\u5f15\u5165\u5916\u90e8\u8bb0\u5fc6\uff0c\u4e5f\u7ecf\u5e38\u5f15\u53d1\u6ce8\u610f\u529b\u8870\u51cf\u6216\u9057\u5fd8\u63a7\u5236\u5931\u6548\u3002<\/p>\n<p>\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u884c\u4e1a\u5f00\u59cb\u63a2\u7d22\uff0c\u662f\u5426\u53ef\u4ee5\u628a\u8bb0\u5fc6\u505a\u6210\u6a21\u578b<strong>\u539f\u751f\u80fd\u529b<\/strong>\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u5927\u5382\u7684\u63a2\u7d22\u9887\u5177\u4ee3\u8868\u6027\uff0c<strong>\u8c37\u6b4c<\/strong>\u7684hope\u6a21\u578b\uff0c\u4f1a\u5c1d\u8bd5\u7ed9\u6a21\u578b\u8bbe\u8ba1\u62e5\u6709\u591a\u4e2a\u5d4c\u5957\u7684\u5b66\u4e60\u5faa\u73af\u548c\u591a\u4e2a\u65f6\u95f4\u5c3a\u5ea6\u7684\u8bb0\u5fc6\uff0c\u8ba9\u6a21\u578b\u5177\u5907\u4e0d\u65ad\u5b66\u4e60\u8fdb\u5316\u7684\u80fd\u529b\u3002<strong>Meta<\/strong>\u8fdb\u4e00\u6b65\u5c1d\u8bd5\u628a\u4e00\u4e2a\u53ef\u8bad\u7ec3\u7684\u8d85\u5927\u53c2\u6570\u8bb0\u5fc6\u5c42\uff0c\u585e\u8fdb Transformer \u91cc\uff0c\u7528\u4e8e\u589e\u52a0\u6a21\u578b\u7684\u8bb0\u5fc6\u80fd\u529b\u3002<\/p>\n<p>\u521b\u4e1a\u516c\u53f8\u7684\u4ee3\u8868\u5219\u662f\u7ea2\u718aAI\u3002\u57fa\u4e8eMemoryBear\u7684\u539f\u751f\u80fd\u529b\uff0c\u7ea2\u718aAI\u8fd8\u7814\u53d1\u4e86\u901a\u7528\u63a8\u7406\u57fa\u5ea7OpenBear\u3002<\/p>\n<p>\u4e8c\u8005\u4e4b\u95f4\u6709\u660e\u786e\u7684\u804c\u8d23\u5206\u5de5\u3002<\/p>\n<p>MemoryBear\u8d1f\u8d23\u7ba1\u7406\u8ba4\u77e5\uff1a\u5224\u65ad\u5e94\u8be5\u8bb0\u4f4f\u4ec0\u4e48\uff0c\u5efa\u7acb\u600e\u6837\u7684\u5173\u8054\uff0c\u4ec0\u4e48\u65f6\u5019\u66f4\u65b0\u6216\u9057\u5fd8\uff0c\u4ee5\u53ca\u5728\u5f53\u524d\u4efb\u52a1\u4e2d\u63d0\u4f9b\u54ea\u4e9b\u8bb0\u5fc6\u3002<\/p>\n<p>OpenBear\u8d1f\u8d23\u4f7f\u7528\u8ba4\u77e5\uff1a\u7406\u89e3\u76ee\u6807\u3001\u62c6\u89e3\u4efb\u52a1\u3001\u8fdb\u884c\u63a8\u7406\u3001\u8c03\u7528\u5de5\u5177\u3001\u6267\u884c\u6d41\u7a0b\uff0c\u5e76\u5c06\u65b0\u7684\u4e8b\u5b9e\u3001\u7ed3\u8bba\u548c\u7ed3\u679c\u53cd\u9988\u7ed9\u8bb0\u5fc6\u7cfb\u7edf\u3002<\/p>\n<p>OpenBear\u53ef\u4ee5\u4ece\u4e00\u4e2a\u7b80\u5355\u60f3\u6cd5\u51fa\u53d1\uff0c\u5b8c\u6210\u9700\u6c42\u62c6\u89e3\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u4ee3\u7801\u7f16\u5199\u3001\u6d4b\u8bd5\u548c\u6587\u6863\u8f93\u51fa\uff1b\u4e5f\u53ef\u4ee5\u8de8\u6587\u732e\u5b8c\u6210\u7814\u7a76\u3001\u5f62\u6210\u5047\u8bbe\u3001\u8bbe\u8ba1\u5206\u6790\u8def\u5f84\u5e76\u8f93\u51fa\u62a5\u544a\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5f53\u5b83\u5b8c\u6210\u7b2c\u4e00\u6b21\u4efb\u52a1\u540e\uff0c\u7cfb\u7edf\u8fd8\u80fd\u8bb0\u4f4f\u7528\u6237\u7684\u76ee\u6807\u504f\u597d\u3001\u7ec4\u7ec7\u7684\u51b3\u7b56\u65b9\u5f0f\u3001\u8fc7\u53bb\u91c7\u7528\u7684\u65b9\u6cd5\u3001\u5931\u8d25\u539f\u56e0\u4ee5\u53ca\u6709\u6548\u5de5\u5177\u7ec4\u5408\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/F8AB19EA42DB3F4EA72D5DFA228C488A268090B8_size6837_w1080_h640.gif\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u5927\u6a21\u578b\u7684\u4e0b\u534a\u573a\uff0c\u62fc\u7684\u662f\u8bb0\u6027\"  \/><\/p>\n<p>OpenBear\u64cd\u4f5c\u754c\u9762<\/p>\n<p>\u53e6\u5916\uff0c\u8003\u8651\u5230\u5728\u901a\u7528\u63a8\u7406\u4e4b\u5916\uff0c\u4e0d\u540c\u4e13\u4e1a\u573a\u666f\u8fd8\u62e5\u6709\u5404\u81ea\u72ec\u7279\u7684\u77e5\u8bc6\u7ed3\u6784\u548c\u4efb\u52a1\u903b\u8f91\u3002<\/p>\n<p>\u4ee5\u8f6f\u4ef6\u5f00\u53d1\u4e3a\u4f8b\uff0c\u771f\u5b9e\u5f00\u53d1\u8fc7\u7a0b\u5305\u542b\u5927\u91cf\u4e0d\u4f1a\u88ab\u5b8c\u6574\u5199\u8fdb\u4ee3\u7801\u7684\u9690\u6027\u77e5\u8bc6\uff1a<\/p>\n<p>\u4e3a\u4ec0\u4e48\u5f53\u65f6\u9009\u62e9\u8fd9\u5957\u67b6\u6784\uff1f\u67d0\u4e2a\u770b\u4f3c\u5947\u602a\u7684\u5b9e\u73b0\u7a76\u7adf\u662f\u5386\u53f2\u5305\u88b1\uff0c\u8fd8\u662f\u4e3a\u4e86\u89c4\u907f\u7279\u5b9a\u95ee\u9898\uff1f\u56e2\u961f\u5df2\u7ecf\u8e29\u8fc7\u54ea\u4e9b\u5751\uff1f<\/p>\n<p>\u8fd9\u4e9b\u4fe1\u606f\u6563\u843d\u5728\u9700\u6c42\u8ba8\u8bba\u3001\u4ee3\u7801\u8bc4\u5ba1\u3001\u6545\u969c\u6392\u67e5\u548c\u56e2\u961f\u534f\u4f5c\u8fc7\u7a0b\u4e2d\uff0c<strong>\u901a\u5e38\u4e0d\u4f1a\u4ee5\u4e00\u6761\u6e05\u6670\u6307\u4ee4\u7684\u5f62\u5f0f\u51fa\u73b0\u3002<\/strong><\/p>\n<p>\u4e3a\u6b64\uff0c\u7ea2\u718aAI\u8fdb\u4e00\u6b65\u7814\u53d1\u4e86\u53ef\u4ee5\u5de5\u7a0b\u5316\u843d\u5730\u7684 AI \u7f16\u7a0b\u6a21\u578b<strong>CodeBear<\/strong>\u3002<\/p>\n<p>CodeBear\u4e0eOpenBear\u4e00\u6837\uff0c\u751f\u957f\u5728MemoryBear\u6240\u6784\u5efa\u7684\u7edf\u4e00\u8bb0\u5fc6\u5e95\u5ea7\u4e4b\u4e0a\u3002\u4f46\u5b83\u9762\u5411\u7684\u662f\u8f6f\u4ef6\u5de5\u7a0b\u4e2d\u7684\u4ee3\u7801\u7406\u89e3\u3001\u67b6\u6784\u5206\u6790\u3001\u5f00\u53d1\u6267\u884c\u548c\u7ecf\u9a8c\u590d\u7528\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5728\u7edf\u4e00\u7684\u8bb0\u5fc6\u80fd\u529b\u4e4b\u5916\uff0cCodeBear\u589e\u52a0\u4e86\u9488\u5bf9\u8f6f\u4ef6\u5f00\u53d1\u7684\u4e13\u4e1a\u5efa\u6a21\u548c\u4efb\u52a1\u5904\u7406\u80fd\u529b\uff0c\u5c06\u9879\u76ee\u7ecf\u9a8c\u8fdb\u4e00\u6b65\u6c89\u6dc0\u4e3a<strong>\u56db\u7c7b\u53ef\u590d\u7528\u8d44\u4ea7<\/strong>\uff1a<\/p>\n<p>\u7ed3\u6784\u8bb0\u5fc6\u4fdd\u5b58\u6a21\u5757\u4f9d\u8d56\u3001\u8c03\u7528\u94fe\u548c\u6570\u636e\u6d41\uff0c\u8ba9\u65b0\u6210\u5458\u6216\u65b0\u52a0\u5165\u9879\u76ee\u7684Agent\u4e0d\u5fc5\u6bcf\u6b21\u91cd\u65b0\u5206\u6790\u6574\u4e2a\u4ee3\u7801\u5e93\u3002<\/p>\n<p>\u51b3\u7b56\u8bb0\u5fc6\u8bb0\u5f55\u67b6\u6784\u9009\u578b\u7406\u7531\u3001\u5386\u53f2\u7ea6\u675f\u548c\u590d\u76d8\u7ed3\u8bba\uff0c\u907f\u514d\u56e2\u961f\u53cd\u590d\u4e89\u8bba\u540c\u4e00\u4e2a\u95ee\u9898\uff0c\u4e5f\u907f\u514d\u5173\u952e\u5224\u65ad\u968f\u7740\u4eba\u5458\u6d41\u52a8\u800c\u6d88\u5931\u3002<\/p>\n<p>\u6a21\u5f0f\u8bb0\u5fc6\u603b\u7ed3\u5e38\u89c1Bug\u7684\u6839\u56e0\u3001\u4fee\u590d\u65b9\u6848\u548c\u91cd\u6784\u8def\u5f84\uff0c\u8ba9\u65b0\u95ee\u9898\u53ef\u4ee5\u5339\u914d\u8fc7\u53bb\u7684\u5de5\u7a0b\u7ecf\u9a8c\u3002<\/p>\n<p>\u5171\u8bc6\u8bb0\u5fc6\u5219\u6c89\u6dc0\u547d\u540d\u89c4\u8303\u3001\u6d4b\u8bd5<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u548c\u56e2\u961f\u7ea6\u5b9a\uff0c\u8ba9\u534f\u4f5c\u89c4\u5219\u4e0d\u518d\u4f9d\u8d56\u53e3\u5934\u63d0\u9192\u3002<\/p>\n<\/p>\n<p>CodeBear\u64cd\u4f5c\u754c\u9762<\/p>\n<p>\u6709\u4e86\u8fd9\u4e9b\u8d44\u4ea7\uff0c\u4ee3\u7801Agent\u624d\u6709\u53ef\u80fd\u4ece\u4e00\u4e2a\u65e0\u72b6\u6001\u7684\u5de5\u5177\uff0c\u8fdb\u5316\u4e3a\u7406\u89e3\u9879\u76ee\u5386\u53f2\u3001\u7ee7\u627f\u56e2\u961f\u7ecf\u9a8c\u7684\u8d44\u6df1\u534f\u4f5c\u8005\u3002<\/p>\n<p>\u7531\u6b64\uff0c\u7ea2\u718aAI\u5f62\u6210\u4e86\u4e24\u6761\u5efa\u7acb\u5728\u540c\u4e00\u8bb0\u5fc6\u6839\u57fa\u4e4b\u4e0a\u7684\u6a21\u578b\u8def\u5f84\uff1aOpenBear\u9762\u5411\u901a\u7528\u63a8\u7406\u548c\u590d\u6742\u4f01\u4e1a\u4efb\u52a1\uff0cCodeBear\u9762\u5411AI \u7f16\u7a0b\u8fd9\u4e00\u4e13\u4e1a\u573a\u666f\u3002<\/p>\n<p><strong>Memory 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[158,88,192],"views":4,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/821888"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=821888"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/821888\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=821888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=821888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=821888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}