{"id":107,"date":"2026-01-21T16:24:49","date_gmt":"2026-01-21T22:24:49","guid":{"rendered":"https:\/\/jamesshare.com\/?p=107"},"modified":"2026-01-21T16:24:49","modified_gmt":"2026-01-21T22:24:49","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88%e6%88%91%e4%b8%8d%e5%86%8d%e7%9b%b8%e4%bf%a1%e6%97%a0%e9%99%90%e4%b8%8a%e4%b8%8b%e6%96%87-%e8%ae%b0%e5%bd%95%e6%88%91%e5%9b%a0%e4%b8%ba","status":"publish","type":"post","link":"https:\/\/jamesshare.com\/?p=107","title":{"rendered":"\u4e3a\u4ec0\u4e48\u6211\u4e0d\u518d\u76f8\u4fe1\u201c\u65e0\u9650\u4e0a\u4e0b\u6587\u201d\u2014\u2014\u8bb0\u5f55\u6211\u56e0\u4e3a\u6307\u51fa\u5bf9\u65b9\u8425\u9500\u672c\u8d28\u88ab\u62c9\u9ed1\u90a3\u4ef6\u4e8b"},"content":{"rendered":"<p>\u6700\u8fd1\u4e00\u6bb5\u65f6\u95f4\uff0c\u6211\u770b\u5230\u4e0d\u5c11\u5173\u4e8e\u201c\u65e0\u9650\u4e0a\u4e0b\u6587\uff08Unlimited Context\uff09\u201d\u7684\u8bf4\u6cd5\u3002\n\u6709\u7684\u901a\u8fc7\u5c42\u7ea7\u538b\u7f29\uff0c\u6709\u7684\u901a\u8fc7\u5411\u91cf\u68c0\u7d22\uff0c\u6709\u7684\u751a\u81f3\u7ed9\u51fa\u4e86\u5e26\u6c42\u548c\u7b26\u53f7\u548c\u201c\u5b9a\u7406\u201d\u7684\u516c\u5f0f\uff0c\u8bd5\u56fe\u4ece\u6570\u5b66\u4e0a\u8bc1\u660e\uff1a<\/p>\n<blockquote>\n<p><strong>\u53ea\u8981\u8bbe\u8ba1\u5f97\u5f53\uff0cLLM 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\/>\n<h2>\u4e00\u3001\u9996\u5148\u8981\u95ee\u6e05\u695a\uff1a\u4ec0\u4e48\u662f\u201c\u4e0a\u4e0b\u6587\u201d\uff1f<\/h2>\n<p>\u5728\u5f88\u591a\u8ba8\u8bba\u91cc\uff0c\u201c\u4e0a\u4e0b\u6587\u201d\u8fd9\u4e2a\u8bcd\u88ab\u9ed8\u8ba4\u7406\u89e3\u4e3a\uff1a<\/p>\n<blockquote>\n<p>\u6a21\u578b\u5728\u4e00\u6b21\u63a8\u7406\u4e2d<strong>\u80fd\u591f\u5229\u7528\u7684\u6240\u6709\u76f8\u5173\u4fe1\u606f<\/strong><\/p>\n<\/blockquote>\n<p>\u4f46\u5728\u5b9e\u9645\u7cfb\u7edf\u4e2d\uff0c\u8fd9\u4e2a\u5b9a\u4e49\u81f3\u5c11\u53ef\u4ee5\u62c6\u6210\u4e09\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u4e1c\u897f\uff1a<\/p>\n<ol>\n<li><strong>Prompt \u4e2d\u7684\u6587\u672c<\/strong><\/li>\n<li><strong>\u5916\u90e8\u5b58\u50a8\u4e2d\u201c\u53ef\u80fd\u88ab\u53d6\u56de\u201d\u7684\u4fe1\u606f<\/strong><\/li>\n<li><strong>\u7cfb\u7edf\u4e2d\u88ab\u89c6\u4e3a\u201c\u5f53\u524d\u6709\u6548\u771f\u503c\u201d\u7684\u72b6\u6001<\/strong><\/li>\n<\/ol>\n<p>\u5f88\u591a\u201c\u65e0\u9650\u4e0a\u4e0b\u6587\u201d\u7684\u8bba\u8bc1\uff0c\u5176\u5b9e<strong>\u6df7\u5408\u4e86\u8fd9\u4e09\u8005<\/strong>\uff0c\u4f46\u6ca1\u6709\u52a0\u4ee5\u533a\u5206\u3002<\/p>\n<p>\u4e00\u65e6\u4f60\u628a\u5b83\u4eec\u6df7\u5728\u4e00\u8d77\u8ba8\u8bba\uff0c\u201c\u65e0\u9650\u201d\u5c31\u4f1a\u53d8\u5f97\u770b\u8d77\u6765\u5f88\u81ea\u7136\u3002<\/p>\n<hr \/>\n<h2>\u4e8c\u3001\u5411\u91cf\u68c0\u7d22 \u2260 \u4e0a\u4e0b\u6587\u7684\u5b58\u5728<\/h2>\n<p>\u5e38\u89c1\u7684\u8bba\u8bc1\u8def\u5f84\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n<blockquote>\n<ol>\n<li>\u6a21\u578b\u6709\u6709\u9650\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3<\/li>\n<li>\u4f46\u6211\u4eec\u53ef\u4ee5\u628a\u5386\u53f2\u4fe1\u606f\u5b58\u5728\u5411\u91cf\u6570\u636e\u5e93\u91cc<\/li>\n<li>\u6bcf\u6b21\u6839\u636e query \u68c0\u7d22 top-k<\/li>\n<li>\u6240\u4ee5\u7406\u8bba\u4e0a\u53ef\u4ee5\u8bbf\u95ee\u65e0\u9650\u4fe1\u606f<\/li>\n<\/ol>\n<\/blockquote>\n<p>\u8fd9\u91cc\u5b58\u5728\u4e00\u4e2a\u5173\u952e\u4f46\u7ecf\u5e38\u88ab\u5ffd\u7565\u7684\u8df3\u8dc3\uff1a<\/p>\n<blockquote>\n<p><strong>\u201c\u4fe1\u606f\u5b58\u5728\u201d \u2260 \u201c\u4fe1\u606f\u5fc5\u7136\u53ef\u7528\u201d<\/strong><\/p>\n<\/blockquote>\n<p>\u5411\u91cf\u68c0\u7d22\u672c\u8d28\u4e0a\u662f\uff1a<\/p>\n<ul>\n<li>\u76f8\u4f3c\u5ea6\u8fd1\u4f3c<\/li>\n<li>\u6982\u7387\u6027\u7684\u53ec\u56de<\/li>\n<li>\u975e\u5b8c\u5907\u7684\u5339\u914d<\/li>\n<\/ul>\n<p>\u5b83\u65e0\u6cd5\u4fdd\u8bc1\uff1a<\/p>\n<ul>\n<li>\u6240\u6709\u5fc5\u8981\u524d\u63d0\u90fd\u4f1a\u88ab\u53d6\u56de<\/li>\n<li>\u5173\u952e\u4f46\u201c\u4e0d\u663e\u773c\u201d\u7684\u6761\u4ef6\u4e0d\u4f1a\u88ab\u9057\u6f0f<\/li>\n<li>\u591a\u4e2a\u5f31\u76f8\u5173\u6761\u4ef6\u80fd\u88ab\u540c\u65f6\u6ee1\u8db3<\/li>\n<\/ul>\n<p>\u56e0\u6b64\uff0c\u5b83\u66f4\u63a5\u8fd1\u4e8e\u4e00\u79cd<strong>\u542f\u53d1\u5f0f\u63d0\u793a\u673a\u5236<\/strong>\uff0c\u800c\u4e0d\u662f\u4e0a\u4e0b\u6587\u672c\u8eab\u3002<\/p>\n<p>\u628a\u201c\u53ef\u68c0\u7d22\u7684\u4fe1\u606f\u603b\u91cf\u201d\u79f0\u4e3a\u201c\u4e0a\u4e0b\u6587\u5bb9\u91cf\u201d\uff0c\u5728\u6982\u5ff5\u4e0a\u662f\u5077\u6362\u7684\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001\u538b\u7f29\u4e0d\u662f\u5b88\u6052\u7684<\/h2>\n<p>\u53e6\u4e00\u4e2a\u5e38\u89c1\u8bf4\u6cd5\u662f\uff1a<\/p>\n<blockquote>\n<p>\u53ea\u8981\u4e0d\u65ad\u5bf9\u65e7\u4e0a\u4e0b\u6587\u8fdb\u884c\u538b\u7f29\u548c\u6458\u8981\uff0c\u5c31\u53ef\u4ee5\u5728\u6709\u9650\u7a97\u53e3\u4e2d\u627f\u8f7d\u65e0\u9650\u5386\u53f2\u3002<\/p>\n<\/blockquote>\n<p>\u8fd9\u4e2a\u8bf4\u6cd5\u7684\u95ee\u9898\u4e0d\u5728\u5de5\u7a0b\uff0c\u800c\u5728\u4fe1\u606f\u8bba\u76f4\u89c9\u4e0a\uff1a<\/p>\n<ul>\n<li>\u538b\u7f29 \u2260 \u7b49\u4ef7\u8868\u793a<\/li>\n<li>\u6458\u8981 \u2260 \u53ef\u9006\u53d8\u6362<\/li>\n<\/ul>\n<p>\u4e00\u65e6\u67d0\u4e2a\u7ea6\u675f\u3001\u6761\u4ef6\u6216\u5173\u7cfb\u5728\u538b\u7f29\u8fc7\u7a0b\u4e2d\u88ab\u4e22\u5f03\uff0c\u5b83\u5728\u540e\u7eed\u63a8\u7406\u4e2d\u5c31<strong>\u6c38\u8fdc\u6d88\u5931<\/strong>\u4e86\u3002<\/p>\n<p>\u8fd9\u5e76\u4e0d\u662f\u5b9e\u73b0\u4e0d\u591f\u597d\uff0c\u800c\u662f<strong>\u4e0d\u53ef\u907f\u514d\u7684\u7ed3\u6784\u6027\u635f\u5931<\/strong>\u3002<\/p>\n<hr \/>\n<h2>\u56db\u3001\u5f53\u201c\u65e0\u9650\u201d\u6765\u81ea\u5047\u8bbe\u672c\u8eab<\/h2>\n<p>\u6709\u4e9b\u516c\u5f0f\u578b\u8bba\u8bc1\u4f1a\u8fd9\u6837\u5904\u7406\uff1a<\/p>\n<ul>\n<li>\u5411\u91cf\u5b58\u50a8\u5bb9\u91cf V\uff1a\u7406\u8bba\u4e0a\u65e0\u4e0a\u9650<\/li>\n<li>\u5c42\u7ea7\u6570\u91cf n\uff1a\u53ef\u4ee5\u4e0d\u65ad\u589e\u52a0<\/li>\n<li>\u6240\u4ee5\u6709\u6548\u4e0a\u4e0b\u6587\u5bb9\u91cf \u2192 \u221e<\/li>\n<\/ul>\n<p>\u95ee\u9898\u5728\u4e8e\uff1a<\/p>\n<blockquote>\n<p><strong>\u8fd9\u91cc\u7684\u201c\u65e0\u9650\u201d\u6765\u81ea\u524d\u63d0\u8bbe\u5b9a\uff0c\u800c\u4e0d\u662f\u63a8\u5bfc\u7ed3\u679c\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u5982\u679c\u6211\u4eec\u5141\u8bb8\u4efb\u610f\u4e00\u4e2a\u7cfb\u7edf\u7ec4\u4ef6\u88ab\u5047\u8bbe\u4e3a unbounded\uff0c\u90a3\u51e0\u4e4e\u4efb\u4f55\u7cfb\u7edf\u90fd\u53ef\u4ee5\u88ab\u79f0\u4e3a\u201c\u65e0\u9650\u201d\u3002<\/p>\n<p>\u8fd9\u5728\u6570\u5b66\u4e0a\u4e0d\u6784\u6210\u5b9a\u7406\uff0c\u5728\u5de5\u7a0b\u4e0a\u4e5f\u4e0d\u6784\u6210\u4fdd\u8bc1\u3002<\/p>\n<p>\u5f53\u6211\u56de\u590d\u6307\u51fa\u67d0\u4f4d\u5df2\u7ecf\u628a\u5de5\u5177\u5546\u4e1a\u5316\uff08\uff1f\uff09\u7684\u535a\u4e3b\u6587\u6863\u4e2d\u7684\u95ee\u9898\u65f6\uff0c\u7cfb\u7edf\u63d0\u793a\u6211\u88ab\u62c9\u9ed1\u4e86\u3002<\/p>\n<hr \/>\n<h2>\u4e94\u3001\u771f\u6b63\u7684\u95ee\u9898\u4e0d\u5728\u201c\u5bb9\u91cf\u201d\uff0c\u800c\u5728\u201c\u771f\u503c\u201d<\/h2>\n<p>\u5728\u6211\u540e\u6765\u7684\u7cfb\u7edf\u8bbe\u8ba1\u4e2d\uff0c\u6211\u9010\u6e10\u610f\u8bc6\u5230\uff1a<\/p>\n<blockquote>\n<p><strong>\u51b3\u5b9a\u7cfb\u7edf\u662f\u5426\u53ef\u9760\u7684\uff0c\u4e0d\u662f\u5b83\u201c\u8bb0\u4f4f\u4e86\u591a\u5c11\u201d\uff0c\u800c\u662f\u5b83\u201c\u8ba4\u4e3a\u4ec0\u4e48\u662f\u771f\u7684\u201d\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u5982\u679c\u4e00\u4e2a\u7cfb\u7edf\uff1a<\/p>\n<ul>\n<li>\u6ca1\u6709\u660e\u786e\u7684\u4e16\u754c\u771f\u503c\u5c42<\/li>\n<li>\u6ca1\u6709\u533a\u5206\u201c\u4e8b\u5b9e\u201d\u201c\u89d2\u8272\u8ba4\u77e5\u201d\u201c\u7528\u6237\u8ba4\u77e5\u201d<\/li>\n<li>\u6ca1\u6709\u673a\u5236\u5224\u65ad\u8f93\u51fa\u662f\u5426\u8fdd\u53cd\u65e2\u6709\u72b6\u6001<\/li>\n<\/ul>\n<p>\u90a3\u4e48\u5373\u4f7f\u4f60\u7ed9\u5b83\u518d\u5927\u7684\u201c\u4e0a\u4e0b\u6587\u201d\uff0c\n\u5b83\u4f9d\u7136\u53ef\u80fd\u5728\u4e0b\u4e00\u53e5\u8bdd\u4e2d\u81ea\u76f8\u77db\u76fe\u3002<\/p>\n<p>\u8fd9\u65f6\u518d\u8c08\u201c\u65e0\u9650\u4e0a\u4e0b\u6587\u201d\uff0c\u5176\u5b9e\u5df2\u7ecf\u504f\u79bb\u4e86\u95ee\u9898\u672c\u8eab\u3002<\/p>\n<hr \/>\n<h2>\u516d\u3001\u4e00\u4e2a\u66f4\u6709\u7528\u7684\u66ff\u4ee3\u89c6\u89d2<\/h2>\n<p>\u76f8\u6bd4\u201c\u65e0\u9650\u4e0a\u4e0b\u6587\u201d\uff0c\u6211\u73b0\u5728\u66f4\u503e\u5411\u4e8e\u7528\u8fd9\u4e9b\u8868\u8ff0\uff1a<\/p>\n<ul>\n<li><strong>\u6301\u4e45\u5316\u4e16\u754c\u72b6\u6001\uff08Persistent World State\uff09<\/strong><\/li>\n<li><strong>\u7ed3\u6784\u5316\u4e8b\u5b9e\u5b58\u50a8\uff08Structured Facts\uff09<\/strong><\/li>\n<li><strong>\u53d7\u7ea6\u675f\u7684\u751f\u6210\uff08Constrained Generation\uff09<\/strong><\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u662f\u6295\u5f71\uff0c\u800c\u4e0d\u662f\u672c\u4f53<\/strong><\/li>\n<\/ul>\n<p>\u5728\u8fd9\u4e2a\u89c6\u89d2\u4e0b\uff1a<\/p>\n<ul>\n<li>Prompt 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