{"id":6674,"date":"2025-05-08T04:13:00","date_gmt":"2025-05-07T19:13:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6674"},"modified":"2025-05-08T04:13:00","modified_gmt":"2025-05-07T19:13:00","slug":"mem0-building-production-ready-ai-agents-with-scalable-long-term-memory","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6674","title":{"rendered":"Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory\u00a0<\/strong>[0.6]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u6587\u8108\u7684\u306b\u4e00\u8cab\u6027\u306e\u3042\u308b\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u3001\u9855\u8457\u306a\u9032\u6b69\u3092\u793a\u3057\u305f\u3002 \u3057\u304b\u3057\u3001\u305d\u308c\u3089\u306e\u56fa\u5b9a\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u306f\u3001\u9577\u6642\u9593\u306e\u30de\u30eb\u30c1\u30bb\u30c3\u30b7\u30e7\u30f3\u5bfe\u8a71\u306b\u5bfe\u3059\u308b\u4e00\u8cab\u6027\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u6839\u672c\u7684\u306a\u8ab2\u984c\u3092\u751f\u3058\u3055\u305b\u308b\u3002 \u79c1\u305f\u3061\u306fMem0\u3068\u3044\u3046\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30e1\u30e2\u30ea\u4e2d\u5fc3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u5c0e\u5165\u3057\u3001\u9032\u884c\u4e2d\u306e\u4f1a\u8a71\u304b\u3089\u5065\u5168\u306a\u60c5\u5831\u3092\u52d5\u7684\u306b\u62bd\u51fa\u3057\u3001\u7d71\u5408\u3057\u3001\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2504.19413v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2504.19413v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 28 Apr 2025 01:46:35 GMT)<\/li>\n\n\n\n<li>\u300c(1) Mem0 implements a novel paradigm that extracts, evaluates, and manages salient information from conversations through dedicated modules for memory extraction and updation.  The system processes a pair of messages between either two user participants or a user and an assistant. (2) Mem0 extends this foundation by incorporating graph-based memory representations, where memories are stored as directed labeled graphs with entities as nodes and relationships as edges.\u300d\u3068\u3044\u3046\u30b0\u30e9\u30d5\u69cb\u9020\u3092\u6d3b\u7528\u3057\u3064\u3064&#8221;\u8a18\u61b6&#8221;\u3092\u7ba1\u7406\u3059\u308bLLM\u7528\u30e1\u30e2\u30ea\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/mem0.ai\/research\">Scalable Long-Term Memory for Production AI Agents | Mem0<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[244],"class_list":["post-6674","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-memory"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6674","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6674"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6674\/revisions"}],"predecessor-version":[{"id":6708,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6674\/revisions\/6708"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6674"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6674"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}