{"id":4322,"date":"2024-07-19T00:08:29","date_gmt":"2024-07-18T16:08:29","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=4322"},"modified":"2024-07-19T00:08:29","modified_gmt":"2024-07-18T16:08:29","slug":"mem0%ef%bc%9a%e4%b8%aa%e6%80%a7%e5%8c%96-ai-%e7%9a%84%e5%86%85%e5%ad%98%e5%b1%82","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=4322","title":{"rendered":"Mem0\uff1a\u4e2a\u6027\u5316 AI \u7684\u5185\u5b58\u5c42"},"content":{"rendered":"\n<p>Mem0 \u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u667a\u80fd\u7684\u3001\u81ea\u6211\u6539\u8fdb\u7684\u5185\u5b58\u5c42\uff0c\u4ece\u800c\u5b9e\u73b0\u8de8\u5e94\u7528\u7a0b\u5e8f\u7684\u4e2a\u6027\u5316 AI \u4f53\u9a8c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5feb\u901f\u4e0a\u624b<\/h2>\n\n\n\n<p><a href=\"https:\/\/github.com\/mem0ai\/mem0#-quick-start\"><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Installation&nbsp;\u5b89\u88c5<\/h3>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:sh decode:true \" >pip install mem0ai<\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u57fa\u672c\u7528\u6cd5<\/h3>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:python decode:true \" >from mem0 import Memory\n\n# Initialize Mem0\nm = Memory()\n\n# Store a memory from any unstructured text\nresult = m.add(\"I am working on improving my tennis skills. Suggest some online courses.\", user_id=\"alice\", metadata={\"category\": \"hobbies\"})\nprint(result)\n# Created memory: Improving her tennis skills. Looking for online suggestions.\n\n# Retrieve memories\nall_memories = m.get_all()\nprint(all_memories)\n\n# Search memories\nrelated_memories = m.search(query=\"What are Alice's hobbies?\", user_id=\"alice\")\nprint(related_memories)\n\n# Update a memory\nresult = m.update(memory_id=\"m1\", data=\"Likes to play tennis on weekends\")\nprint(result)\n\n# Get memory history\nhistory = m.history(memory_id=\"m1\")\nprint(history)<\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u6838\u5fc3\u529f\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Multi-Level Memory<\/strong>: User, Session, and AI Agent memory retention<br>\u591a\u7ea7\u5185\u5b58\uff1a\u7528\u6237\u3001\u4f1a\u8bdd\u548c AI \u4ee3\u7406\u5185\u5b58\u4fdd\u7559<\/li>\n\n\n\n<li><strong>Adaptive Personalization<\/strong>: Continuous improvement based on interactions<br>\u81ea\u9002\u5e94\u4e2a\u6027\u5316\uff1a\u57fa\u4e8e\u4ea4\u4e92\u7684\u6301\u7eed\u6539\u8fdb<\/li>\n\n\n\n<li><strong>Developer-Friendly API<\/strong>: Simple integration into various applications<br>\u5f00\u53d1\u4eba\u5458\u53cb\u597d\u7684 API\uff1a\u8f7b\u677e\u96c6\u6210\u5230\u5404\u79cd\u5e94\u7528\u7a0b\u5e8f\u4e2d<\/li>\n\n\n\n<li><strong>Cross-Platform Consistency<\/strong>: Uniform behavior across devices<br>\u8de8\u5e73\u53f0\u4e00\u81f4\u6027\uff1a\u8de8\u8bbe\u5907\u7684\u7edf\u4e00\u884c\u4e3a<\/li>\n\n\n\n<li><strong>Managed Service<\/strong>: Hassle-free hosted solution<br>\u6258\u7ba1\u670d\u52a1\uff1a\u65e0\u5fe7\u6258\u7ba1\u89e3\u51b3\u65b9\u6848<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6587\u6863<\/h3>\n\n\n\n<p>\u6709\u5173\u8be6\u7ec6\u7684\u4f7f\u7528\u8bf4\u660e\u548c API \u53c2\u8003\uff0c\u8bf7\u8bbf\u95ee\u6211\u4eec\u7684\u6587\u6863 <a href=\"https:\/\/docs.mem0.ai\/\">docs.mem0.ai<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9ad8\u7ea7\u7528\u6cd5<\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u751f\u4ea7\u73af\u5883\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528 Qdrant \u4f5c\u4e3a\u77e2\u91cf\u5b58\u50a8\uff1a<\/p>\n\n\n\n<div class=\"wp-block-urvanov-syntax-highlighter-code-block\"><pre class=\"lang:python decode:true \" >from mem0 import Memory\n\nconfig = {\n    \"vector_store\": {\n        \"provider\": \"qdrant\",\n        \"config\": {\n            \"host\": \"localhost\",\n            \"port\": 6333,\n        }\n    },\n}\n\nm = Memory.from_config(config)<\/pre><\/div>\n\n\n\n<p>github: <a href=\"https:\/\/github.com\/mem0ai\/mem0\">mem0ai\/mem0\uff1a\u4e2a\u6027\u5316 AI \u7684\u5185\u5b58\u5c42 &#8212; mem0ai\/mem0: The memory layer for Personalized AI (github.com)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Mem0 \u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u667a\u80fd\u7684\u3001\u81ea\u6211\u6539\u8fdb\u7684\u5185\u5b58\u5c42\uff0c\u4ece\u800c\u5b9e\u73b0\u8de8\u5e94\u7528\u7a0b\u5e8f\u7684\u4e2a\u6027\u5316 AI \u4f53\u9a8c\u3002 \u5feb\u901f\u4e0a\u624b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[444,445,443,442],"tags":[242,314],"class_list":["post-4322","post","type-post","status-publish","format-standard","hentry","category-ai","category-ainews","category-llm","category-llms","tag-chatgpt","tag-openai-api"],"views":2188,"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4322","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4322"}],"version-history":[{"count":1,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4322\/revisions"}],"predecessor-version":[{"id":4323,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/4322\/revisions\/4323"}],"wp:attachment":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4322"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4322"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}