{"id":6259,"date":"2024-09-20T11:53:08","date_gmt":"2024-09-20T03:53:08","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=6259"},"modified":"2025-07-02T20:51:12","modified_gmt":"2025-07-02T12:51:12","slug":"mem0","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/mem0\/","title":{"rendered":"Mem0\uff1a\u4e3aAI\u52a9\u624b\u548c\u4ee3\u7406\u63d0\u4f9b\u667a\u80fd\u8bb0\u5fc6\u5c42\u7684\u5f00\u6e90\u9879\u76ee"},"content":{"rendered":"<p>Mem0\uff08\u53d1\u97f3\u4e3a\u201cmem-zero\u201d\uff09\u662f\u4e00\u4e2a\u4e3aAI\u52a9\u624b\u548c\u4ee3\u7406\u63d0\u4f9b\u667a\u80fd\u8bb0\u5fc6\u5c42\u7684\u5f00\u6e90\u9879\u76ee\u3002\u5b83\u80fd\u591f\u8bb0\u4f4f\u7528\u6237\u504f\u597d\uff0c\u9002\u5e94\u4e2a\u4f53\u9700\u6c42\uff0c\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0d\u65ad\u6539\u8fdb\uff0c\u4f7f\u5176\u6210\u4e3a\u5ba2\u6237\u652f\u6301\u804a\u5929\u673a\u5668\u4eba\u3001AI\u52a9\u624b\u548c\u81ea\u4e3b\u7cfb\u7edf\u7684\u7406\u60f3\u9009\u62e9\u3002Mem0\u901a\u8fc7\u6df7\u5408\u6570\u636e\u5e93\u65b9\u6cd5\u7ba1\u7406\u548c\u68c0\u7d22AI\u4ee3\u7406\u548c\u52a9\u624b\u7684\u957f\u671f\u8bb0\u5fc6\uff0c\u786e\u4fdd\u4e0d\u540c\u7c7b\u578b\u7684\u4fe1\u606f\u4ee5\u6700\u6709\u6548\u7684\u65b9\u5f0f\u5b58\u50a8\uff0c\u4ece\u800c\u4f7f\u540e\u7eed\u641c\u7d22\u5feb\u901f\u4e14\u6709\u6548\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6260\" title=\"Mem0\uff1a\u4e3aAI\u52a9\u624b\u548c\u4ee3\u7406\u63d0\u4f9b\u667a\u80fd\u8bb0\u5fc6\u5c42\u7684\u5f00\u6e90\u9879\u76ee-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/d6afda6aa149749.png\" alt=\"Mem0\uff1a\u4e3aAI\u52a9\u624b\u548c\u4ee3\u7406\u63d0\u4f9b\u667a\u80fd\u8bb0\u5fc6\u5c42\u7684\u5f00\u6e90\u9879\u76ee-1\" width=\"795\" height=\"360\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/d6afda6aa149749.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/d6afda6aa149749-300x136.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/d6afda6aa149749-1024x464.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/d6afda6aa149749-768x348.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/09\/d6afda6aa149749-1536x696.png 1536w\" sizes=\"auto, (max-width: 795px) 100vw, 795px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u591a\u5c42\u8bb0\u5fc6\uff1a\u7528\u6237\u3001\u4f1a\u8bdd\u548cAI\u4ee3\u7406\u8bb0\u5fc6\u4fdd\u7559<\/li>\n<li>\u81ea\u9002\u5e94\u4e2a\u6027\u5316\uff1a\u57fa\u4e8e\u4ea4\u4e92\u7684\u6301\u7eed\u6539\u8fdb<\/li>\n<li>\u5f00\u53d1\u8005\u53cb\u597d\u7684API\uff1a\u7b80\u5355\u96c6\u6210\u5230\u5404\u79cd\u5e94\u7528\u4e2d<\/li>\n<li>\u8de8\u5e73\u53f0\u4e00\u81f4\u6027\uff1a\u8bbe\u5907\u95f4\u7edf\u4e00\u884c\u4e3a<\/li>\n<li>\u6258\u7ba1\u670d\u52a1\uff1a\u65e0\u5fe7\u6258\u7ba1\u89e3\u51b3\u65b9\u6848<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5Python\u73af\u5883\u3002<\/li>\n<li>\u4f7f\u7528pip\u5b89\u88c5Mem0\uff1a\n<pre><code class=\"language-bash\">pip install mem0ai\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u57fa\u672c\u4f7f\u7528<\/h3>\n<ol>\n<li>\u521d\u59cb\u5316Mem0\uff1a\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">from<\/span> mem0 <span class=\"hljs-keyword\">import<\/span> Memory\r\nm = Memory()\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b58\u50a8\u8bb0\u5fc6\uff1a\n<pre><code class=\"language-python\">result = m.add(<span class=\"hljs-string\">\"\u6211\u6b63\u5728\u63d0\u9ad8\u6211\u7684\u7f51\u7403\u6280\u80fd\u3002\u5efa\u8bae\u4e00\u4e9b\u5728\u7ebf\u8bfe\u7a0b\u3002\"<\/span>, user_id=<span class=\"hljs-string\">\"alice\"<\/span>, metadata={<span class=\"hljs-string\">\"category\"<\/span>: <span class=\"hljs-string\">\"hobbies\"<\/span>})\r\n<span class=\"hljs-built_in\">print<\/span>(result)\r\n<\/code><\/pre>\n<\/li>\n<li>\u68c0\u7d22\u8bb0\u5fc6\uff1a\n<pre><code class=\"language-python\">all_memories = m.get_all()\r\n<span class=\"hljs-built_in\">print<\/span>(all_memories)\r\n<\/code><\/pre>\n<\/li>\n<li>\u641c\u7d22\u76f8\u5173\u8bb0\u5fc6\uff1a\n<pre><code class=\"language-python\">related_memories = m.search(query=<span class=\"hljs-string\">\"Alice\u7684\u7231\u597d\u662f\u4ec0\u4e48\uff1f\"<\/span>, user_id=<span class=\"hljs-string\">\"alice\"<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(related_memories)\r\n<\/code><\/pre>\n<\/li>\n<li>\u66f4\u65b0\u8bb0\u5fc6\uff1a\n<pre><code class=\"language-python\">result = m.update(memory_id=<span class=\"hljs-string\">\"m1\"<\/span>, data=<span class=\"hljs-string\">\"\u559c\u6b22\u5728\u5468\u672b\u6253\u7f51\u7403\"<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(result)\r\n<\/code><\/pre>\n<\/li>\n<li>\u83b7\u53d6\u8bb0\u5fc6\u5386\u53f2\uff1a\n<pre><code class=\"language-python\">history = m.history(memory_id=<span class=\"hljs-string\">\"m1\"<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(history)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u9ad8\u7ea7\u4f7f\u7528<\/h3>\n<p>\u5bf9\u4e8e\u751f\u4ea7\u73af\u5883\uff0c\u53ef\u4ee5\u4f7f\u7528Qdrant\u4f5c\u4e3a\u5411\u91cf\u5b58\u50a8\uff1a<\/p>\n<pre><code class=\"language-python\"><span class=\"hljs-keyword\">from<\/span> mem0 <span class=\"hljs-keyword\">import<\/span> Memory\r\nconfig = {\r\n    <span class=\"hljs-string\">\"vector_store\"<\/span>: {\r\n        <span class=\"hljs-string\">\"provider\"<\/span>: <span class=\"hljs-string\">\"qdrant\"<\/span>,\r\n        <span class=\"hljs-string\">\"config\"<\/span>: {\r\n            <span class=\"hljs-string\">\"host\"<\/span>: <span class=\"hljs-string\">\"localhost\"<\/span>,\r\n            <span class=\"hljs-string\">\"port\"<\/span>: <span class=\"hljs-number\">6333<\/span>,\r\n        }\r\n    }\r\n}\r\nm = Memory.from_config(config)\r\n<\/code><\/pre>\n<h3>\u652f\u6301\u4e0e\u793e\u533a<\/h3>\n<ul>\n<li>\u52a0\u5165\u6211\u4eec\u7684Discord\u6216Slack\u793e\u533a\u83b7\u53d6\u652f\u6301\u548c\u8ba8\u8bba\u3002<\/li>\n<li>\u8bbf\u95ee\u6587\u6863\u83b7\u53d6\u8be6\u7ec6\u7684\u4f7f\u7528\u8bf4\u660e\u548cAPI\u53c2\u8003\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>Mem0\u7684\u6280\u672f\u539f\u7406<\/h2>\n<div class=\"content user-select-text\" tabindex=\"0\" aria-description=\"\" aria-label=\"\u7531 Copilot \u53d1\u9001: Mem0\u7684\u6280\u672f\u539f\u7406\u4e3b\u8981\u56f4\u7ed5\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548cAI\u4ee3\u7406\u63d0\u4f9b\u4e00\u4e2a\u667a\u80fd\u3001\u81ea\u6211\u6539\u8fdb\u7684\u8bb0\u5fc6\u5c42\u3002\u4ee5\u4e0b\u662f\u5176\u6838\u5fc3\u6280\u672f\u539f\u7406\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff1a ### \u6838\u5fc3\u6a21\u5757 Mem0\u7684\u6280\u672f\u67b6\u6784\u7531\u56db\u4e2a\u6838\u5fc3\u6a21\u5757\u7ec4\u6210[^1^][^2^]\uff1a 1. **Embeddings**\uff1a\u5c06\u6587\u672c\u6570\u636e\u8f6c\u6362\u4e3a\u5411\u91cf\u8868\u793a\uff0c\u4ee5\u4fbf\u8fdb\u884c\u9ad8\u6548\u7684\u76f8\u4f3c\u6027\u641c\u7d22\u548c\u8bb0\u5fc6\u5b58\u50a8\u3002 2. **LLMs\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09**\uff1a\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u751f\u6210\u548c\u5904\u7406\u81ea\u7136\u8bed\u8a00\u6587\u672c\uff0c\u63d0\u53d6\u7528\u6237\u504f\u597d\u548c\u8bb0\u5fc6\u3002 3. **Memory\uff08\u8bb0\u5fc6\u7ba1\u7406\uff09**\uff1a\u7ba1\u7406\u548c\u5b58\u50a8\u7528\u6237\u7684\u957f\u671f\u8bb0\u5fc6\uff0c\u5305\u62ec\u7528\u6237\u504f\u597d\u3001\u4f1a\u8bdd\u5386\u53f2\u7b49\u3002 4. **Vector Stores\uff08\u5411\u91cf\u5b58\u50a8\uff09**\uff1a\u4f7f\u7528\u5411\u91cf\u6570\u636e\u5e93\uff08\u5982Qdrant\uff09\u5b58\u50a8\u548c\u68c0\u7d22\u8bb0\u5fc6\u5411\u91cf\uff0c\u786e\u4fdd\u5feb\u901f\u9ad8\u6548\u7684\u67e5\u8be2\u3002 ### \u8bb0\u5fc6\u63d0\u53d6\u4e0e\u5b58\u50a8 Mem0\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u5b9e\u73b0\u8bb0\u5fc6\u7684\u63d0\u53d6\u4e0e\u5b58\u50a8[^1^][^2^]\uff1a 1. **\u6570\u636e\u5d4c\u5165**\uff1a\u5c06\u7528\u6237\u8f93\u5165\u7684\u6587\u672c\u6570\u636e\u8f6c\u6362\u4e3a\u5411\u91cf\u8868\u793a\u3002 2. **\u8bb0\u5fc6\u63d0\u53d6**\uff1a\u5229\u7528\u9884\u5b9a\u4e49\u7684\u63d0\u793a\uff08prompts\uff09\u4ece\u6587\u672c\u4e2d\u63d0\u53d6\u51fa\u6709\u4ef7\u503c\u7684\u8bb0\u5fc6\u4fe1\u606f\uff0c\u5982\u7528\u6237\u7684\u504f\u597d\u548c\u4e8b\u5b9e\u3002 3. **\u8bb0\u5fc6\u5b58\u50a8**\uff1a\u5c06\u63d0\u53d6\u7684\u8bb0\u5fc6\u4fe1\u606f\u5b58\u50a8\u5728\u5411\u91cf\u6570\u636e\u5e93\u4e2d\uff0c\u4ee5\u4fbf\u540e\u7eed\u68c0\u7d22\u548c\u4f7f\u7528\u3002 ### \u81ea\u9002\u5e94\u5b66\u4e60 Mem0\u5177\u5907\u81ea\u9002\u5e94\u5b66\u4e60\u80fd\u529b\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u7684\u4ea4\u4e92\u548c\u53cd\u9988\u4e0d\u65ad\u6539\u8fdb\u5176\u4e2a\u6027\u5316\u8bb0\u5fc6[^2^][^3^]\u3002\u5177\u4f53\u8868\u73b0\u4e3a\uff1a - **\u4e0a\u4e0b\u6587\u8fde\u7eed\u6027**\uff1a\u5728\u591a\u4e2a\u4f1a\u8bdd\u4e2d\u4fdd\u7559\u4fe1\u606f\uff0c\u786e\u4fdd\u5bf9\u8bdd\u7684\u8fde\u7eed\u6027\u548c\u4e00\u81f4\u6027\u3002 - **\u52a8\u6001\u66f4\u65b0**\uff1a\u6839\u636e\u65b0\u7684\u4ea4\u4e92\u548c\u4fe1\u606f\u52a8\u6001\u66f4\u65b0\u8bb0\u5fc6\uff0c\u4fdd\u6301\u8bb0\u5fc6\u7684\u76f8\u5173\u6027\u548c\u51c6\u786e\u6027\u3002 - **\u4f18\u5148\u7ea7\u7ba1\u7406**\uff1a\u4f18\u5148\u8003\u8651\u6700\u8fd1\u7684\u4ea4\u4e92\uff0c\u5e76\u9010\u6e10\u5fd8\u8bb0\u8fc7\u65f6\u7684\u4fe1\u606f\uff0c\u4ee5\u63d0\u4f9b\u66f4\u51c6\u786e\u7684\u54cd\u5e94\u3002 ### \u4e0eRAG\u7684\u5bf9\u6bd4 \u76f8\u6bd4\u4f20\u7edf\u7684\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u6280\u672f\uff0cMem0\u5728\u4ee5\u4e0b\u65b9\u9762\u5177\u6709\u4f18\u52bf[^2^]\uff1a - **\u5b9e\u4f53\u5173\u7cfb\u7406\u89e3**\uff1a\u80fd\u591f\u7406\u89e3\u548c\u5173\u8054\u4e0d\u540c\u4ea4\u4e92\u4e2d\u7684\u5b9e\u4f53\uff0c\u63d0\u4f9b\u66f4\u6df1\u523b\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u3002 - **\u5b9e\u65f6\u66f4\u65b0**\uff1a\u80fd\u591f\u6839\u636e\u65b0\u7684\u4fe1\u606f\u548c\u4ea4\u4e92\u5b9e\u65f6\u66f4\u65b0\u8bb0\u5fc6\uff0c\u800cRAG\u4f9d\u8d56\u4e8e\u9759\u6001\u6570\u636e\u3002 \u901a\u8fc7\u8fd9\u4e9b\u6280\u672f\u539f\u7406\uff0cMem0\u80fd\u591f\u4e3aAI\u52a9\u624b\u548c\u4ee3\u7406\u63d0\u4f9b\u4e00\u4e2a\u667a\u80fd\u3001\u4e2a\u6027\u5316\u7684\u8bb0\u5fc6\u5c42\uff0c\u4f7f\u5176\u5728\u5404\u79cd\u5e94\u7528\u4e2d\u8868\u73b0\u51fa\u8272\u3002 \u5982\u679c\u4f60\u6709\u66f4\u591a\u5177\u4f53\u95ee\u9898\u6216\u9700\u8981\u8fdb\u4e00\u6b65\u7684\u6280\u672f\u7ec6\u8282\uff0c\u968f\u65f6\u544a\u8bc9\u6211\uff01\">\n<div class=\"ac-container ac-adaptiveCard has-image\">\n<div class=\"ac-textBlock\">\n<p>Mem0\u7684\u6280\u672f\u539f\u7406\u4e3b\u8981\u56f4\u7ed5\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548cAI\u4ee3\u7406\u63d0\u4f9b\u4e00\u4e2a\u667a\u80fd\u3001\u81ea\u6211\u6539\u8fdb\u7684\u8bb0\u5fc6\u5c42\u3002\u4ee5\u4e0b\u662f\u5176\u6838\u5fc3\u6280\u672f\u539f\u7406\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff1a<\/p>\n<h3>\u6838\u5fc3\u6a21\u5757<\/h3>\n<p>Mem0\u7684\u6280\u672f\u67b6\u6784\u7531\u56db\u4e2a\u6838\u5fc3\u6a21\u5757\u7ec4\u6210\uff1a<\/p>\n<ol>\n<li><strong>Embeddings<\/strong>\uff1a\u5c06\u6587\u672c\u6570\u636e\u8f6c\u6362\u4e3a\u5411\u91cf\u8868\u793a\uff0c\u4ee5\u4fbf\u8fdb\u884c\u9ad8\u6548\u7684\u76f8\u4f3c\u6027\u641c\u7d22\u548c\u8bb0\u5fc6\u5b58\u50a8\u3002<\/li>\n<li><strong>LLMs\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09<\/strong>\uff1a\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u751f\u6210\u548c\u5904\u7406\u81ea\u7136\u8bed\u8a00\u6587\u672c\uff0c\u63d0\u53d6\u7528\u6237\u504f\u597d\u548c\u8bb0\u5fc6\u3002<\/li>\n<li><strong>Memory\uff08\u8bb0\u5fc6\u7ba1\u7406\uff09<\/strong>\uff1a\u7ba1\u7406\u548c\u5b58\u50a8\u7528\u6237\u7684\u957f\u671f\u8bb0\u5fc6\uff0c\u5305\u62ec\u7528\u6237\u504f\u597d\u3001\u4f1a\u8bdd\u5386\u53f2\u7b49\u3002<\/li>\n<li><strong>Vector 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