{"id":2904,"date":"2026-08-11T21:46:09","date_gmt":"2026-08-11T13:46:09","guid":{"rendered":"https:\/\/api.launch.chuchuang.work\/2904.html"},"modified":"2026-08-11T21:46:09","modified_gmt":"2026-08-11T13:46:09","slug":"observational-memory","status":"publish","type":"post","link":"https:\/\/api.launch.chuchuang.work\/2904.html","title":{"rendered":"Observational Memory"},"content":{"rendered":"\u3010\u4ea7\u54c1\u6982\u8ff0\u3011\nObservational Memory \u662f Mastra \u63a8\u51fa\u7684\u65b0\u4e00\u4ee3 AI \u667a\u80fd\u4f53\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u5728 LongMemEval \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97 95% \u7684\u5386\u53f2\u6700\u9ad8\u5206\u3002\n\u8be5\u7cfb\u7edf\u6a21\u62df\u4eba\u7c7b\u8bb0\u5fc6\u673a\u5236\uff1a\u901a\u8fc7\u4e24\u4e2a\u540e\u53f0\u667a\u80fd\u4f53\u5145\u5f53”\u6f5c\u610f\u8bc6”\uff0cObserver \u8d1f\u8d23\u89c2\u5bdf\u5e76\u538b\u7f29\u5bf9\u8bdd\u5185\u5bb9\uff0cReflector \u5b9a\u671f\u91cd\u7ec4\u957f\u671f\u8bb0\u5fc6\u3002\n\u7cfb\u7edf\u81ea\u52a8\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u8ba9\u65e0\u5173\u7ec6\u8282\u81ea\u7136\u6de1\u5316\uff0c\u5b9e\u73b0 640 \u500d\u7684 token \u538b\u7f29\u7387\u3002\n\u3010\u6838\u5fc3\u529f\u80fd\u3011\n\u53cc\u667a\u80fd\u4f53\u8bb0\u5fc6\u7ba1\u7406\uff1aObserver \u5c06\u5bf9\u8bdd\u538b\u7f29\u4e3a\u5e26\u65f6\u95f4\u6233\u7684\u89c2\u5bdf\u8bb0\u5f55\uff0cReflector \u6e05\u7406\u8fc7\u65f6\u5185\u5bb9\n\u7a33\u5b9a\u4e0a\u4e0b\u6587\u7a97\u53e3\uff1a\u57fa\u4e8e\u6587\u672c\u7684\u65e5\u5fd7\u5f0f\u5b58\u50a8\uff0c\u65e0\u9700\u5411\u91cf\u6216\u56fe\u6570\u636e\u5e93\uff0c\u5b8c\u5168\u652f\u6301\u63d0\u793a\u8bcd\u7f13\u5b58\n\u667a\u80fd\u4f18\u5148\u7ea7\u6807\u8bb0\uff1a\u4f7f\u7528\u8868\u60c5\u7b26\u53f7(\ud83d\udd34\ud83d\udfe1\ud83d\udfe2)\u6807\u8bc6\u4fe1\u606f\u91cd\u8981\u7a0b\u5ea6\n\u5f00\u6e90\u53ef\u96c6\u6210\uff1a\u5df2\u652f\u6301 Mastra \u6846\u67b6\uff0cLangChain\u3001Vercel AI SDK \u7b49\u9002\u914d\u5668\u5373\u5c06\u63a8\u51fa","protected":false},"excerpt":{"rendered":"\u3010\u4ea7\u54c1\u6982\u8ff0\u3011 Observational Memory \u662f Mastra \u63a8\u51fa\u7684\u65b0\u4e00\u4ee3 AI \u667a\u80fd\u4f53\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u5728 LongMemEval \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97 95% \u7684\u5386\u53f2\u6700\u9ad8\u5206\u3002 \u8be5\u7cfb\u7edf\u6a21\u62df\u4eba\u7c7b\u8bb0\u5fc6\u673a\u5236\uff1a\u901a\u8fc7\u4e24\u4e2a\u540e\u53f0\u667a\u80fd\u4f53\u5145\u5f53”\u6f5c\u610f\u8bc6”\uff0cObserver \u8d1f\u8d23\u89c2\u5bdf\u5e76\u538b\u7f29\u5bf9\u8bdd\u5185\u5bb9\uff0cReflector \u5b9a\u671f\u91cd\u7ec4\u957f\u671f\u8bb0\u5fc6\u3002 \u7cfb\u7edf\u81ea\u52a8\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u8ba9\u65e0\u5173\u7ec6\u8282\u81ea\u7136\u6de1\u5316\uff0c\u5b9e\u73b0 640 \u500d…","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"tagline":"Mastra \u63a8\u51fa\u7684\u65b0\u4e00\u4ee3 AI \u667a\u80fd\u4f53\u8bb0\u5fc6\u7cfb\u7edf\u3002","website_url":"https:\/\/mastra.ai\/blog\/observational-memory","logo_url":"https:\/\/cdn.chuchuang.work\/launch\/1\/products\/1786455968587_b4x905.webp","product_views":5,"product_clicks":0,"promo_until":"","priority_paid":"","images":["https:\/\/cdn.chuchuang.work\/launch\/1\/products\/1786455968966_s5ua5u.webp"],"footnotes":""},"categories":[11,14],"tags":[],"class_list":["post-2904","post","type-post","status-publish","format-standard","hentry","category-agent-building","category-development-tools"],"categories_details":[{"id":11,"name":"\u667a\u80fd\u4f53","slug":"agent-building","description":"\u7cbe\u9009\u667a\u80fd\u4f53 Agent \u9886\u57df\u7684\u4f18\u79c0\u521d\u521b\u4ea7\u54c1\u4e0e\u5de5\u5177\uff0c\u6db5\u76d6\u667a\u80fd\u4f53\u642d\u5efa\u3001\u5de5\u4f5c\u6d41\u7f16\u6392\u3001\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u3001MCP\u3001\u77e5\u8bc6\u5e93\u4e0e\u63d2\u4ef6\u3002\u5728\u521d\u521b.work \u53d1\u73b0\u628a\u5927\u6a21\u578b\u53d8\u6210\u80fd\u5e72\u6d3b\u667a\u80fd\u4f53\u7684\u4ea7\u54c1\u3002","count":301},{"id":14,"name":"\u7f16\u7a0b\u5f00\u53d1","slug":"development-tools","description":"\u7cbe\u9009\u7f16\u7a0b\u5f00\u53d1\u9886\u57df\u7684\u4f18\u79c0\u521d\u521b\u4ea7\u54c1\u4e0e\u5de5\u5177\uff0c\u6db5\u76d6 AI \u5199\u4ee3\u7801\u3001\u4ee3\u7801\u8865\u5168\u3001Coding Agent\u3001AI IDE\u3001Debug\u3001SQL \u751f\u6210\u3001API \u4e0e\u6570\u636e\u5e93\u5de5\u5177\u3002\u5728\u521d\u521b.work \u53d1\u73b0\u63d0\u5347\u5f00\u53d1\u6548\u7387\u7684\u4ea7\u54c1\u3002","count":328}],"tags_details":[],"_links":{"self":[{"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/products\/2904","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/products"}],"about":[{"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/comments?post=2904"}],"version-history":[{"count":0,"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/products\/2904\/revisions"}],"wp:attachment":[{"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/media?parent=2904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/categories?post=2904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/api.launch.chuchuang.work\/api\/wp\/v2\/tags?post=2904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}