{"id":7754,"date":"2026-11-01T23:07:56","date_gmt":"2026-11-01T23:07:56","guid":{"rendered":"https:\/\/jonjones.ai\/uncategorized\/daily-monday-myth-ai-agent-long-term-memory-2026-11-02\/"},"modified":"2026-11-01T23:07:56","modified_gmt":"2026-11-01T23:07:56","slug":"%e6%af%8f%e6%97%a5%e6%98%9f%e6%9c%9f%e4%b8%80%e7%a5%9e%e8%a9%b1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86%e9%95%b7%e6%9c%9f%e8%a8%98%e6%86%b6-2026%e5%b9%b411%e6%9c%882%e6%97%a5","status":"publish","type":"post","link":"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%87%aa%e5%8b%95%e5%8c%96\/%e6%af%8f%e6%97%a5%e6%98%9f%e6%9c%9f%e4%b8%80%e7%a5%9e%e8%a9%b1%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86%e9%95%b7%e6%9c%9f%e8%a8%98%e6%86%b6-2026%e5%b9%b411%e6%9c%882%e6%97%a5\/","title":{"rendered":"\u9031\u4e00\u95e2\u8b20\uff1a\u300c\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u8a18\u4f4f\u7684\u5167\u5bb9\u8d8a\u591a\uff0c\u5b83\u5c31\u8d8a\u8070\u660e\u300d\uff08\u6211\u7684\u4ee3\u7406\u8a18\u61b6\u4e869888\u884c\u3002\u6b63\u5e38\u95b1\u8b80\u53ea\u80fd\u770b\u5230\u524d2000\u884c\uff09"},"content":{"rendered":"<p>\u8ff7\u601d\uff1a <strong>\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u8a18\u4f4f\u7684\u6771\u897f\u8d8a\u591a\uff0c\u5b83\u5c31\u8d8a\u8070\u660e\u3002.<\/strong> \u7d66\u5b83\u4e00\u500b\u8a18\u61b6\u6587\u4ef6\uff0c\u8b93\u5b83\u8a18\u9304\u4e0b\u5b78\u5230\u7684\u4e00\u5207\uff0c\u6bcf\u6b21\u904b\u884c\u90fd\u6703\u6bd4\u4e0a\u6b21\u66f4\u8070\u660e\u4e00\u4e9b\u3002.<\/p>\n<p>\u6211\u76f8\u4fe1\u9019\u4e00\u9ede\u3002\u6211\u7684\u7d93\u7d00\u4eba\u624b\u518a\u4e0a\u660e\u78ba\u5beb\u8457\u300c\u6bcf\u6b21\u6703\u8a71\u958b\u59cb\u6642\u52d9\u5fc5\u95b1\u8b80 MEMORY.md \u6587\u4ef6\u300d\u3002\u6240\u4ee5\u4eca\u5929\u65e9\u4e0a\uff0c\u6211\u6e2c\u91cf\u4e86\u4e00\u4e0b\u9019\u500b\u6587\u4ef6\u5728\u6211\u7684\u7d93\u7d00\u4eba\u6bcf\u5929\u5beb\u5165\u8cc7\u6599\u4e94\u500b\u6708\u5f8c\u8b8a\u6210\u4e86\u4ec0\u9ebc\u6a23\u5b50\u3002.<\/p>\n<h2>\u6536\u64da<\/h2>\n<ul>\n<li><strong>MEMORY.md \u6a94\u6848\u6709 9,888 \u884c\uff0c\u5927\u5c0f\u70ba 2.3 MB\u3002.<\/strong> \u4ee5\u6bcf\u500b\u6a19\u8a18 4 \u500b\u5b57\u5143\u7684\u7c97\u7565\u898f\u5247\u8a08\u7b97\uff0c\u5927\u7d04\u9700\u8981 569,000 \u500b\u300c\u8a18\u61b6\u300d\u6a19\u8a18\u3002\u201c<\/li>\n<li><strong>\u6587\u4ef6\u6a19\u984c\u4f4d\u65bc\u7b2c 3,610 \u884c\u3002.<\/strong> \u5176\u4e0a\u65b9\u7684\u6240\u6709\u5167\u5bb9\u90fd\u662f 330 \u500b\u904b\u884c\u65e5\u8a8c\uff0c\u6700\u65b0\u65e5\u8a8c\u5728\u524d\uff0c\u5806\u758a\u5728\u5be6\u969b\u8a18\u61b6\u9ad4\u4e4b\u4e0a\u3002.<\/li>\n<li><strong>\u6211\u7684\u4ee3\u7406\u7a0b\u5f0f\u4f7f\u7528\u7684\u6a94\u6848\u8b80\u53d6\u5668\u9810\u8a2d\u6703\u50b3\u56de 2,000 \u884c\u3002.<\/strong> \u9019\u5927\u7d04\u662f 86,000 \u500b\u4ee4\u724c\uff0c\u6216\u7d04\u4f54\u8a72\u6a94\u6848\u7684 15%\u3002\u5b83\u6db5\u84cb\u4e86 10 \u6708 1 \u65e5\u81f3\u4eca\u7684\u6240\u6709\u6578\u64da\uff0c\u4e0d\u5305\u542b\u5176\u4ed6\u4efb\u4f55\u5167\u5bb9\u3002.<\/li>\n<li><strong>\u9810\u8a2d\u95b1\u8b80\u6a21\u5f0f\u6c38\u9060\u4e0d\u6703\u8986\u84cb\u5230\u6700\u91cd\u8981\u7684\u90e8\u5206\u3002.<\/strong> \u7db2\u7ad9\u548c\u57fa\u790e\u8a2d\u65bd\u5f9e\u7b2c 4,657 \u884c\u958b\u59cb\u3002\u53d7\u773e\u6d1e\u5bdf\u4f4d\u65bc\u7b2c 4,695 \u884c\u3002\u6280\u8853\u8aaa\u660e\u4f4d\u65bc\u7b2c 4,758 \u884c\u3002.<\/li>\n<li><strong>\u7b2c 2000 \u884c\u4e0b\u65b9\u6709 114 \u5f35\u65e5\u671f\u70ba 10 \u6708\u6216\u4e4b\u5f8c\u7684\u7d19\u5e63\u3002<\/strong>, \u5176\u4e2d\u4e00\u4e9b\u5beb\u5728\u6587\u4ef6\u7684\u6700\u5e95\u90e8\u3002\u5b83\u5011\u662f\u4e0a\u500b\u6708\u5beb\u7684\uff0c\u4e4b\u5f8c\u5c31\u4e00\u76f4\u6c92\u770b\u904e\u3002.<\/li>\n<\/ul>\n<p>\u6240\u4ee5\uff0c\u4ee3\u7406\u5546\u300c\u8a18\u4f4f\u300d\u4e8656.9\u842c\u500b\u4ee3\u5e63\uff0c\u4e26\u8b80\u53d6\u4e86\u6392\u540d\u524d151\u7684TP3T\uff0c\u5176\u4e2d\u5927\u90e8\u5206\u662f\u4e0a\u500b\u6708\u7684\u65e5\u8a8c\u3002\u516d\u6708\u548c\u4e03\u6708\u4f86\u4e4b\u4e0d\u6613\u7684\u7d93\u9a57\u6559\u8a13\u90fd\u5305\u542b\u5728\u5176\u4e2d\uff0c\u53ea\u662f\u4ee3\u7406\u627e\u4e0d\u5230\u800c\u5df2\u3002.<\/p>\n<h2>\u70ba\u4ec0\u9ebc\u8a18\u61b6\u9ad4\u8d8a\u591a\uff0c\u667a\u80fd\u9ad4\u53cd\u800c\u8d8a\u5dee\uff0c\u800c\u4e0d\u662f\u8d8a\u8070\u660e\uff1f<\/h2>\n<p>\u8a18\u61b6\u9ad4\u53ea\u6709\u5728\u5230\u9054\u6a21\u578b\u7684\u90a3\u4e00\u523b\u624d\u767c\u63ee\u4f5c\u7528\u3002\u4efb\u4f55\u5beb\u5165\u4f46\u5f9e\u672a\u8f09\u5165\u7684\u8cc7\u6599\u90fd\u53ea\u662f\u5132\u5b58\u7a7a\u9593\u3002\u800c\u4e0d\u65b7\u589e\u9577\u7684\u6587\u4ef6\u6703\u5c0e\u81f4\u4e09\u500b\u4e0d\u6613\u5bdf\u89ba\u7684\u554f\u984c\uff1a<\/p>\n<ol>\n<li><strong>\u597d\u6771\u897f\u90fd\u6703\u6c89\u4e0b\u53bb\u3002.<\/strong> \u7576\u6bcf\u6b21\u904b\u884c\u90fd\u5c07\u81ea\u5df1\u7684\u65e5\u8a8c\u6dfb\u52a0\u5230\u9802\u90e8\u6642\uff0c\u90a3\u4e9b\u6839\u6df1\u8482\u56fa\u7684\u898f\u5247\u5c31\u6703\u88ab\u65e5\u5e38\u7463\u4e8b\u6240\u6df9\u6c92\u3002\u6700\u7d42\u52dd\u51fa\u7684\u662f\u6700\u65b0\u7684\u7d00\u9304\uff0c\u800c\u4e0d\u662f\u6700\u91cd\u8981\u7684\u7d00\u9304\u3002.<\/li>\n<li><strong>\u820a\u7684\u771f\u7406\u4e0d\u518d\u6210\u7acb\u3002.<\/strong> \u516b\u6708\u4efd\u95dc\u65bc\u4e00\u500b\u5931\u6548 API \u4ee4\u724c\u7684\u8a18\u9304\u4ecd\u7136\u4fdd\u7559\u5728\u90a3\u88e1\uff0c\u5beb\u5f97\u4fe1\u5fc3\u6eff\u6eff\u3002\u5373\u4f7f\u4ee3\u7406\u7a0b\u5f0f\u8b80\u53d6\u4e86\u9019\u689d\u8a18\u9304\uff0c\u4e5f\u7121\u6cd5\u5f97\u77e5\u8a72\u4ee3\u5e63\u5df2\u65bc\u7576\u6708\u7a0d\u5f8c\u4fee\u5fa9\u3002 \uff08\u6211\u66fe\u5728\u6211\u7684\u2026\u2026\u4e2d\u5beb\u904e\u9019\u4ef6\u4e8b\uff09 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%87%aa%e5%8b%95%e5%8c%96\/%e6%af%8f%e6%97%a5%e6%98%9f%e6%9c%9f%e6%97%a5-ai-%e4%bb%a3%e7%90%86%e8%a8%ad%e5%ae%9a%e8%aa%aa%e6%98%8e-2026-%e5%b9%b4-10-%e6%9c%88-25-%e6%97%a5\/\">\u6307\u4ee4\u6f02\u79fb\u6aa2\u67e5<\/a>\uff08\u898f\u5247\u624b\u518a\u4e2d\u76847\u9805\u898f\u5b9a\u4e0d\u518d\u6210\u7acb\u3002\uff09<\/li>\n<li><strong>\u8f09\u5165\u7684\u6bcf\u500b\u4ee4\u724c\u90fd\u6703\u4f54\u7528\u5be6\u969b\u5de5\u4f5c\u6240\u9700\u7684\u7a7a\u9593\u3002.<\/strong> \u6211\u6e2c\u91cf\u4e86\u4e00\u6b21\u9577\u5e16\u5b50\u904b\u884c\u7684\u56fa\u5b9a\u958b\u92b7\uff0c\u5728\u57f7\u884c\u4efb\u4f55\u64cd\u4f5c\u4e4b\u524d\u5927\u7d04\u9700\u8981 19,000 \u500b\u4ee4\u724c\uff08\u5b8c\u6574\u6578\u5b57\u898b\u4e0b\u6587\uff09\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/mcp-%e8%88%87-cli\/\">MCP \u8207 CLI\uff1a\u7a76\u7adf\u54ea\u4e9b\u56e0\u7d20\u6703\u5f71\u97ff\u6a21\u578b<\/a>).\u6b64\u5916\uff0c\u9084\u9700\u8981\u8b80\u53d6 86k \u500b\u4ee4\u724c\u7684\u5167\u5b58\uff0c\u9019\u90e8\u5206\u7528\u65bc\u67e5\u627e\u6628\u5929\u7684\u65e5\u8a8c\u3002.<\/li>\n<\/ol>\n<p>\u4ee5\u4e0b\u662f\u9019\u7bc7\u6587\u7ae0\u7684\u771f\u5be6\u5beb\u4f5c\u904e\u7a0b\u3002\u70ba\u4e86\u907f\u514d\u91cd\u8907\u6211\u5df2\u7d93\u95e2\u8b20\u904e\u7684\u8b20\u8a00\uff0c\u6211\u7684\u7d93\u7d00\u4eba\u6c92\u6709\u95b1\u8b80\u5b83\u7684\u8a18\u61b6\u3002 <strong>\u641c\u5c0b<\/strong> \u6211\u53ea\u641c\u5c0b\u4e86\u300c\u795e\u8a71\u88ab\u711a\u6bc0\u300d\u9019\u4e00\u500b\u77ed\u8a9e\uff0c\u5c31\u7acb\u523b\u627e\u5230\u4e86\u6e05\u55ae\u3002\u641c\u5c0b\u529f\u80fd\u5b8c\u6210\u4e86\u300c\u5148\u95b1\u8b80\u6240\u6709\u5167\u5bb9\u300d\u672c\u61c9\u5b8c\u6210\u7684\u4efb\u52d9\u3002.<\/p>\n<h2>\u771f\u6b63\u6709\u6548\u7684\u65b9\u6cd5\u662f\uff1a\u4f54\u7528\u8a18\u61b6\u9ad4\u5c0f\u3001\u65e5\u8a8c\u53ef\u641c\u5c0b\u3002<\/h2>\n<ol>\n<li><strong>\u5c07\u8a18\u61b6\u9ad4\u5206\u6210\u5169\u500b\u6a94\u6848\u3002.<\/strong> \u4e00\u500b\u7c21\u77ed\u7684\u6838\u5fc3\u6587\u4ef6\uff0c\u5305\u542b\u6bcf\u6b21\u904b\u884c\u90fd\u9069\u7528\u7684\u57fa\u672c\u8cc7\u8a0a\uff1aID\u3001\u898f\u5247\u3001\u5df2\u77e5\u9677\u9631\u3002\u6a94\u6848\u5927\u5c0f\u63a7\u5236\u5728\u5e7e\u767e\u884c\u4ee5\u5167\uff0c\u6bcf\u6b21\u904b\u884c\u90fd\u8f09\u5165\u3002\u65e5\u8a8c\u653e\u5728\u4e00\u500b\u55ae\u7368\u7684\u6a94\u6848\u4e2d\uff0c\u9810\u8a2d\u4e0d\u6703\u8f09\u5165\u3002.<\/li>\n<li><strong>\u5beb\u898f\u5247\uff0c\u4e0d\u8981\u5beb\u65e5\u8a18\u3002.<\/strong> \u7576\u904b\u884c\u904e\u7a0b\u4e2d\u5b78\u5230\u67d0\u4e9b\u6771\u897f\u6642\uff0c\u5b83\u61c9\u8a72\u7de8\u8f2f\u6838\u5fc3\u6587\u4ef6\u4e2d\u7684\u898f\u5247\uff08\u201cAsana\uff1a\u5275\u5efa\u4efb\u52d9\uff0c\u7136\u5f8c\u5728\u7b2c\u4e8c\u6b21\u8abf\u7528\u4e2d\u6dfb\u52a0\u8a72\u90e8\u5206\u201d\uff09\uff0c\u800c\u4e0d\u662f\u6dfb\u52a0\u4e00\u500b\u95dc\u65bc\u5b83\u767c\u73fe\u8a72\u8cc7\u8a0a\u7684\u65e5\u671f\u7684\u6545\u4e8b\u3002.<\/li>\n<li><strong>\u7d66\u6838\u5fc3\u6587\u4ef6\u8a2d\u5b9a\u5927\u5c0f\u4e0a\u9650\u3002.<\/strong> \u5982\u679c\u8cc7\u8a0a\u904e\u591a\uff0c\u5c31\u9032\u884c\u7cbe\u7c21\uff1a\u5408\u4f75\u91cd\u8907\u9805\uff0c\u522a\u9664\u4e0d\u518d\u9069\u7528\u7684\u5167\u5bb9\u3002\u5f9e\u672a\u6e05\u7406\u904e\u7684\u8a18\u61b6\u6700\u7d42\u6703\u8b8a\u6210\u4e00\u5806\u820a\u7b46\u8a18\u3002.<\/li>\n<li><strong>\u5176\u9918\u5167\u5bb9\u53ef\u4f9d\u9700\u6c42\u641c\u5c0b\u3002.<\/strong> \u5728\u9019\u500b\u898f\u6a21\u4e0b\uff0c\u7d14\u6587\u5b57\u641c\u5c0b\u52dd\u904e\u4efb\u4f55\u66f4\u82b1\u54e8\u7684\u65b9\u6cd5\u3002\u9019\u4e5f\u662f\u6211\u5728\u2026\u2026\u4e2d\u5f97\u51fa\u7684\u7d50\u8ad6\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e7%a0%b4%e5%b8%83%e7%ae%a1%e9%81%93\/\">RAG \u7ba1\u9053\u6307\u5357<\/a>\uff1a\u5148\u4f7f\u7528 grep \u6307\u4ee4\uff0c\u5982\u679c grep \u6307\u4ee4\u627e\u4e0d\u5230\uff0c\u624d\u4f7f\u7528 vector \u8cc7\u6599\u5eab\u3002.<\/li>\n<\/ol>\n<p>\u6211\u9084\u6c92\u91cd\u65b0\u6574\u7406\u6211\u7684\u6587\u4ef6\u3002\u662f\u5426\u66f4\u6539\u8eca\u968a\u4e2d\u6bcf\u500b\u4ee3\u7406\u555f\u52d5\u6642\u8b80\u53d6\u7684\u5167\u5bb9\uff0c\u6211\u60f3\u81ea\u5df1\u505a\u6c7a\u5b9a\uff0c\u6240\u4ee5\u6211\u7684\u4ee3\u7406\u63d0\u4ea4\u4e86\u76f8\u95dc\u6578\u64da\u548c\u5efa\u8b70\u7684\u62c6\u5206\u65b9\u6848\u4f9b\u6211\u5be9\u6838\u3002\u6700\u521d\u7684\u60f3\u6cd5\u4f86\u81ea\u6211\u7684 <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%87%aa%e5%8b%95%e5%8c%96\/%e6%af%8f%e6%97%a5%e5%b0%8f%e8%b2%bc%e5%a3%ab%e6%98%9f%e6%9c%9f%e4%ba%8c%e4%bb%a3%e7%90%86%e8%a8%98%e6%86%b6-2026%e5%b9%b49%e6%9c%888%e6%97%a5\/\">\u7b2c\u4e00\u500b\u8a18\u61b6\u6280\u5de7<\/a> \u4f9d\u7136\u6210\u7acb\uff1a\u8a18\u61b6\u9ad4\u672c\u8cea\u4e0a\u5c31\u662f\u4e00\u500b\u6587\u5b57\u6a94\u3002\u95dc\u9375\u5728\u65bc\uff0c\u5fc5\u9808\u6709\u4eba\u7de8\u8f2f\u9019\u500b\u6587\u4ef6\uff0c\u800c\u4e0d\u662f\u4e0d\u65b7\u5730\u6dfb\u52a0\u5167\u5bb9\u3002.<\/p>\n<p><strong>\u8981\u9ede\uff1a<\/strong> 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href=\"https:\/\/jonjones.ai\/zh\/%e9%a0%90%e7%b4%84%e6%9c%83%e8%ad%b0\/\">\u9810\u7d04\u7b56\u7565\u6703\u8b70<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>AI\u4ee3\u7406\u7684\u9577\u671f\u8a18\u61b6\u4e26\u975e\u5728\u65bc\u8a18\u4f4f\u66f4\u591a\u5167\u5bb9\u3002\u6211\u7684\u4ee3\u7406\u76849888\u884c\u8a18\u61b6\u6a94\u6848\u6bcf\u6b21\u8b80\u53d615%\u884c\u3002\u4ee5\u4e0b\u662f\u91dd\u5c0d\u5c0f\u8a18\u61b6\u9ad4\u7684\u89e3\u6c7a\u65b9\u6cd5\u3002.<\/p>","protected":false},"author":2,"featured_media":7753,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[44],"tags":[],"class_list":["post-7754","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-automation"],"taxonomy_info":{"category":[{"value":44,"label":"AI 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