{"id":292,"date":"2026-05-24T23:40:23","date_gmt":"2026-05-24T15:40:23","guid":{"rendered":"http:\/\/climbing.top\/index.php\/2026\/05\/24\/aijiyigemingqidajiyifanganzhongjiduijuesheishiagentzuijiawainao\/"},"modified":"2026-05-24T23:40:23","modified_gmt":"2026-05-24T15:40:23","slug":"aijiyigemingqidajiyifanganzhongjiduijuesheishiagentzuijiawainao","status":"publish","type":"post","link":"https:\/\/climbing.top\/index.php\/2026\/05\/24\/aijiyigemingqidajiyifanganzhongjiduijuesheishiagentzuijiawainao\/","title":{"rendered":"AI\u8bb0\u5fc6\u9769\u547d\uff1a\u4e03\u5927\u8bb0\u5fc6\u65b9\u6848\u7ec8\u6781\u5bf9\u51b3\u2014\u2014\u8c01\u662fAgent\u6700\u4f73\u5916\u8111\uff1f"},"content":{"rendered":"<hr>\n<p>title: &#8220;AI \u8bb0\u5fc6\u9769\u547d\uff1a\u4e03\u5927\u8bb0\u5fc6\u65b9\u6848\u7ec8\u6781\u5bf9\u51b3\u2014\u2014\u8c01\u662f Agent \u6700\u4f73\u5916\u8111\uff1f&#8221;<\/p>\n<p>author: \u6500\u5ca9\u8005<\/p>\n<p>date: 2026-05-24<\/p>\n<p><!--more--><\/p>\n<p>series: AI \u8bb0\u5fc6\u9769\u547d<\/p>\n<p>part: 1<\/p>\n<p>template: standard<\/p>\n<p>tags: AI\u5b66\u4e60, Agent\u8bb0\u5fc6, agentmemory, \u8bb0\u5fc6\u7cfb\u7edf<\/p>\n<hr>\n<p>!<a href=\"~\/Documents\/Hermes\/ai_memory_cover.png\">AI \u8bb0\u5fc6\u9769\u547d<\/a><\/p>\n<p>\u4f60\u6709\u6ca1\u6709\u9047\u5230\u8fc7\u8fd9\u79cd\u60c5\u51b5\uff1f<\/p>\n<p>\u8ddf AI \u52a9\u624b\u804a\u4e86\u534a\u5929\uff0c\u5173\u6389\u7a97\u53e3\u518d\u6253\u5f00\uff0c\u5b83\u628a\u4f60\u5fd8\u5f97\u4e00\u5e72\u4e8c\u51c0\u3002<\/p>\n<p>\u4e0a\u5468\u4f60\u8ba9\u5b83\u5e2e\u4f60\u5199\u7684\u65b9\u6848\uff0c\u8fd9\u5468\u5b83\u5b8c\u5168\u4e0d\u8bb0\u5f97\u3002\u4f60\u53cd\u590d\u89e3\u91ca\u540c\u6837\u7684\u80cc\u666f\uff0c\u6d6a\u8d39\u5927\u91cf\u65f6\u95f4\u3002<\/p>\n<p><strong>\u8fd9\u5c31\u662f AI \u7684&#8221;\u5931\u5fc6\u75c7&#8221;\u3002<\/strong><\/p>\n<p>\u4eca\u5929\uff0c\u6211\u5e26\u4f60\u8ba4\u8bc6 7 \u79cd AI \u8bb0\u5fc6\u65b9\u6848\uff0c\u5e2e\u4f60\u627e\u5230\u6700\u9002\u5408\u7684&#8221;\u5916\u8111&#8221;\u3002<\/p>\n<hr>\n<h2>\u4e00\u3001\u4e3a\u4ec0\u4e48 AI \u9700\u8981\u8bb0\u5fc6\uff1f<\/h2>\n<p>\u4f20\u7edf AI \u5bf9\u8bdd\u662f<strong>\u65e0\u72b6\u6001<\/strong>\u7684\u2014\u2014\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u662f\u5168\u65b0\u5f00\u59cb\u3002<\/p>\n<p>\u5c31\u50cf\u4e00\u4e2a\u6bcf\u5929\u5931\u5fc6\u7684\u540c\u4e8b\uff0c\u4f60\u5f97\u6bcf\u5929\u91cd\u65b0\u4ecb\u7ecd\u81ea\u5df1\u3002<\/p>\n<p><strong>\u8bb0\u5fc6\u7cfb\u7edf\u89e3\u51b3\u7684\u6838\u5fc3\u95ee\u9898\uff1a<\/strong><\/p>\n<ul>\n<li>\u8de8\u4f1a\u8bdd\u4fdd\u6301\u4e0a\u4e0b\u6587<\/li>\n<li>\u5b66\u4e60\u7528\u6237\u504f\u597d<\/li>\n<li>\u79ef\u7d2f\u9886\u57df\u77e5\u8bc6<\/li>\n<li>\u51cf\u5c11\u91cd\u590d\u6c9f\u901a<\/li>\n<\/ul>\n<hr>\n<h2>\u4e8c\u3001\u4e03\u5927\u65b9\u6848\u901f\u89c8<\/h2>\n<h3>1. agentmemory (iii)<\/h3>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> \u8ba9 AI \u62e5\u6709\u6301\u4e45\u8bb0\u5fc6\u7684\u6807\u51c6\u534f\u8bae<\/p>\n<ul>\n<li><strong>GitHub Stars\uff1a<\/strong> 31,243<\/li>\n<li><strong>\u534f\u8bae\uff1a<\/strong> MCP\uff08\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff09<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> \u4e8b\u5b9e\u3001\u504f\u597d\u3001\u4e0a\u4e0b\u6587\u5b58\u50a8<\/li>\n<li><strong>\u5f00\u53d1\u8005\uff1a<\/strong> iii.dev\uff08\u8bb0\u5fc6\u5e94\u7528\u5e02\u573a\u4efd\u989d\u7b2c\u4e00\uff09<\/li>\n<li><strong>\u90e8\u7f72\uff1a<\/strong> <code>pip install iii[agentmemory]<\/code> + <code>agentmemory up<\/code><\/li>\n<\/ul>\n<p><strong>\u9002\u5408\uff1a<\/strong> \u9700\u8981\u6807\u51c6\u5316\u8bb0\u5fc6\u534f\u8bae\u7684\u56e2\u961f<\/p>\n<hr>\n<h3>2. Zep<\/h3>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> \u57fa\u4e8e\u77e5\u8bc6\u56fe\u8c31\u7684\u957f\u671f\u8bb0\u5fc6<\/p>\n<ul>\n<li><strong>GitHub Stars\uff1a<\/strong> 3,243<\/li>\n<li><strong>\u534f\u8bae\uff1a<\/strong> REST API<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> \u77e5\u8bc6\u56fe\u8c31\u3001\u5b9e\u4f53\u5173\u7cfb\u3001\u65f6\u95f4\u611f\u77e5<\/li>\n<li><strong>\u6280\u672f\uff1a<\/strong> Graphiti \u77e5\u8bc6\u56fe\u8c31\u5f15\u64ce<\/li>\n<li><strong>\u90e8\u7f72\uff1a<\/strong> Docker \u81ea\u6258\u7ba1\u6216\u4e91\u670d\u52a1<\/li>\n<\/ul>\n<p><strong>\u9002\u5408\uff1a<\/strong> \u9700\u8981\u590d\u6742\u5173\u7cfb\u63a8\u7406\u7684\u573a\u666f<\/p>\n<hr>\n<h3>3. Mem0<\/h3>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> \u6700\u53d7\u6b22\u8fce\u7684 AI \u8bb0\u5fc6\u5c42<\/p>\n<ul>\n<li><strong>GitHub Stars\uff1a<\/strong> 29,616<\/li>\n<li><strong>\u534f\u8bae\uff1a<\/strong> REST API + Python SDK<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> \u7528\u6237\u8bb0\u5fc6\u3001\u81ea\u9002\u5e94\u5b66\u4e60\u3001\u591a\u7ea7\u8bb0\u5fc6<\/li>\n<li><strong>\u7528\u6237\uff1a<\/strong> \u8d85\u8fc7 100 \u4e07\u7528\u6237<\/li>\n<li><strong>\u90e8\u7f72\uff1a<\/strong> <code>pip install mem0ai<\/code><\/li>\n<\/ul>\n<p><strong>\u9002\u5408\uff1a<\/strong> \u5feb\u901f\u96c6\u6210\u3001\u4e0d\u9700\u8981 MCP \u7684\u9879\u76ee<\/p>\n<hr>\n<h3>4. letta\uff08\u539f MemGPT\uff09<\/h3>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> \u6709\u72b6\u6001 Agent \u7684\u5f00\u521b\u8005<\/p>\n<ul>\n<li><strong>GitHub Stars\uff1a<\/strong> 17,760<\/li>\n<li><strong>\u534f\u8bae\uff1a<\/strong> REST API<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> \u5206\u5c42\u8bb0\u5fc6\u3001\u81ea\u6211\u7f16\u8f91\u3001\u6709\u72b6\u6001\u5bf9\u8bdd<\/li>\n<li><strong>\u521b\u65b0\uff1a<\/strong> \u9996\u6b21\u63d0\u51fa&#8221;AI \u64cd\u4f5c\u7cfb\u7edf&#8221;\u6982\u5ff5<\/li>\n<li><strong>\u90e8\u7f72\uff1a<\/strong> Docker \u6216 letta cloud<\/li>\n<\/ul>\n<p><strong>\u9002\u5408\uff1a<\/strong> \u9700\u8981\u957f\u671f\u6709\u72b6\u6001 Agent \u7684\u573a\u666f<\/p>\n<hr>\n<h3>5. Graphiti<\/h3>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> Zep \u7684\u5f00\u6e90\u77e5\u8bc6\u56fe\u8c31\u5185\u6838<\/p>\n<ul>\n<li><strong>GitHub Stars\uff1a<\/strong> 11,113<\/li>\n<li><strong>\u534f\u8bae\uff1a<\/strong> Python SDK<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> \u65f6\u95f4\u611f\u77e5\u3001\u5b9e\u4f53\u5173\u7cfb\u3001\u589e\u91cf\u66f4\u65b0<\/li>\n<li><strong>\u6280\u672f\uff1a<\/strong> Neo4j \u56fe\u6570\u636e\u5e93<\/li>\n<li><strong>\u90e8\u7f72\uff1a<\/strong> <code>pip install graphiti-core<\/code><\/li>\n<\/ul>\n<p><strong>\u9002\u5408\uff1a<\/strong> \u9700\u8981\u81ea\u5b9a\u4e49\u77e5\u8bc6\u56fe\u8c31\u7684\u5f00\u53d1\u8005<\/p>\n<hr>\n<h3>6. Claude Memory<\/h3>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> Anthropic \u5b98\u65b9\u7684\u8bb0\u5fc6\u7cfb\u7edf<\/p>\n<ul>\n<li><strong>\u534f\u8bae\uff1a<\/strong> Claude \u539f\u751f<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> \u81ea\u52a8\u63d0\u53d6\u504f\u597d\u3001\u9879\u76ee\u4e0a\u4e0b\u6587<\/li>\n<li><strong>\u4f18\u52bf\uff1a<\/strong> \u65e0\u9700\u90e8\u7f72\u3001\u96f6\u914d\u7f6e<\/li>\n<li><strong>\u9650\u5236\uff1a<\/strong> \u4ec5\u9650 Claude \u751f\u6001<\/li>\n<\/ul>\n<p><strong>\u9002\u5408\uff1a<\/strong> Claude \u91cd\u5ea6\u7528\u6237<\/p>\n<hr>\n<h3>7. Langmem<\/h3>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> LangChain \u751f\u6001\u7684\u8bb0\u5fc6\u65b9\u6848<\/p>\n<ul>\n<li><strong>GitHub Stars\uff1a<\/strong> 3,307<\/li>\n<li><strong>\u534f\u8bae\uff1a<\/strong> Python SDK<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\uff1a<\/strong> Agent \u8bb0\u5fc6\u7ba1\u7406\u3001LangGraph \u96c6\u6210<\/li>\n<li><strong>\u5f00\u53d1\u8005\uff1a<\/strong> LangChain AI<\/li>\n<li><strong>\u90e8\u7f72\uff1a<\/strong> <code>pip install langmem<\/code><\/li>\n<\/ul>\n<p><strong>\u9002\u5408\uff1a<\/strong> \u5df2\u4f7f\u7528 LangChain\/LangGraph \u7684\u56e2\u961f<\/p>\n<hr>\n<h2>\u4e09\u3001\u529f\u80fd\u5bf9\u6bd4<\/h2>\n<table>\n<tr>\n<th>\u529f\u80fd<\/th>\n<th>agentmemory<\/th>\n<th>Zep<\/th>\n<th>Mem0<\/th>\n<th>letta<\/th>\n<th>Graphiti<\/th>\n<th>Claude<\/th>\n<th>Langmem<\/th>\n<\/tr>\n<\/table>\n<p>|&#8212;&#8212;|:&#8212;&#8212;&#8212;&#8211;:|:&#8212;:|:&#8212;-:|:&#8212;&#8211;:|:&#8212;&#8212;&#8211;:|:&#8212;&#8212;:|:&#8212;&#8212;-:|<\/p>\n<table>\n<tr>\n<th>MCP \u539f\u751f<\/th>\n<th>\u2705<\/th>\n<th>\u274c<\/th>\n<th>\u274c<\/th>\n<th>\u274c<\/th>\n<th>\u274c<\/th>\n<th>\u274c<\/th>\n<th>\u274c<\/th>\n<\/tr>\n<tr>\n<td>\u77e5\u8bc6\u56fe\u8c31<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u6258\u7ba1<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u670d\u52a1<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<\/tr>\n<tr>\n<td>\u591a Agent<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<\/tr>\n<tr>\n<td>\u514d\u8d39\u5f00\u6e90<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<\/tr>\n<tr>\n<td>\u96f6\u914d\u7f6e<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u274c<\/td>\n<td>\u2705<\/td>\n<td>\u274c<\/td>\n<\/tr>\n<\/table>\n<hr>\n<h2>\u56db\u3001\u6280\u672f\u67b6\u6784\u5bf9\u6bd4<\/h2>\n<h3>\u5b58\u50a8\u65b9\u5f0f<\/h3>\n<ul>\n<li><strong>agentmemory\uff1a<\/strong> SQLite + \u5411\u91cf\u7d22\u5f15<\/li>\n<li><strong>Zep\/Graphiti\uff1a<\/strong> Neo4j \u56fe\u6570\u636e\u5e93<\/li>\n<li><strong>Mem0\uff1a<\/strong> \u5411\u91cf\u6570\u636e\u5e93\uff08Qdrant\/Chroma\uff09<\/li>\n<li><strong>letta\uff1a<\/strong> PostgreSQL + \u5411\u91cf\u7d22\u5f15<\/li>\n<li><strong>Claude\uff1a<\/strong> \u4e91\u7aef\u9ed1\u76d2<\/li>\n<li><strong>Langmem\uff1a<\/strong> \u53ef\u914d\u7f6e\u540e\u7aef<\/li>\n<\/ul>\n<h3>\u534f\u8bae\u652f\u6301<\/h3>\n<ul>\n<li><strong>MCP \u539f\u751f\uff1a<\/strong> \u53ea\u6709 agentmemory<\/li>\n<li><strong>REST API\uff1a<\/strong> Zep\u3001Mem0\u3001letta<\/li>\n<li><strong>Python SDK\uff1a<\/strong> Graphiti\u3001Langmem<\/li>\n<li><strong>\u539f\u751f\u96c6\u6210\uff1a<\/strong> Claude Memory<\/li>\n<\/ul>\n<hr>\n<h2>\u4e94\u30012026 \u5e74\u8d8b\u52bf\u9884\u6d4b<\/h2>\n<h3>1. MCP \u5c06\u6210\u4e3a\u6807\u51c6<\/h3>\n<p>Anthropic \u63a8\u51fa\u7684 MCP \u534f\u8bae\u6b63\u5728\u6210\u4e3a AI \u5de5\u5177\u4e92\u8054\u7684\u6807\u51c6\u3002agentmemory \u4f5c\u4e3a\u552f\u4e00\u7684 MCP \u539f\u751f\u8bb0\u5fc6\u65b9\u6848\uff0c\u6709\u5148\u53d1\u4f18\u52bf\u3002<\/p>\n<h3>2. \u77e5\u8bc6\u56fe\u8c31\u5d1b\u8d77<\/h3>\n<p>Zep \u548c Graphiti \u8bc1\u660e\u4e86\u77e5\u8bc6\u56fe\u8c31\u5728\u8bb0\u5fc6\u573a\u666f\u7684\u4ef7\u503c\u30022026 \u5e74\u4f1a\u6709\u66f4\u591a\u65b9\u6848\u5f15\u5165\u56fe\u7ed3\u6784\u3002<\/p>\n<h3>3. \u591a Agent \u534f\u4f5c<\/h3>\n<p>\u5355 Agent \u65f6\u4ee3\u6b63\u5728\u8fc7\u53bb\uff0c\u591a Agent \u534f\u4f5c\u9700\u8981\u5171\u4eab\u8bb0\u5fc6\u3002agentmemory \u548c letta \u90fd\u652f\u6301\u591a Agent\u3002<\/p>\n<h3>4. \u8bb0\u5fc6\u5373\u670d\u52a1<\/h3>\n<p>\u81ea\u6258\u7ba1\u95e8\u69db\u4f1a\u8d8a\u6765\u8d8a\u4f4e\uff0c&#8221;\u4e00\u952e\u90e8\u7f72&#8221;\u5c06\u6210\u4e3a\u6807\u914d\u3002<\/p>\n<hr>\n<h2>\u516d\u3001\u6211\u7684\u9009\u62e9<\/h2>\n<p>\u7ecf\u8fc7\u5bf9\u6bd4\uff0c\u6211\u9009\u62e9\u4e86 <strong>agentmemory<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>MCP \u539f\u751f<\/strong> \u2014 \u8ddf Hermes\u3001OpenClaw \u5929\u7136\u96c6\u6210<\/li>\n<li><strong>\u4e00\u952e\u90e8\u7f72<\/strong> \u2014 <code>agentmemory up<\/code> \u5c31\u5b8c\u4e8b<\/li>\n<li><strong>REST API<\/strong> \u2014 \u975e MCP \u5ba2\u6237\u7aef\u4e5f\u80fd\u7528<\/li>\n<li><strong>\u6d3b\u8dc3\u793e\u533a<\/strong> \u2014 31K Stars\uff0c\u6301\u7eed\u66f4\u65b0<\/li>\n<li><strong>iii.dev \u652f\u6301<\/strong> \u2014 \u8bb0\u5fc6\u5e94\u7528\u5e02\u573a\u4efd\u989d\u7b2c\u4e00<\/li>\n<\/ol>\n<p><strong>\u4e0b\u4e00\u7bc7\u6587\u7ae0\uff0c\u6211\u4f1a\u624b\u628a\u624b\u6559\u4f60\u90e8\u7f72 agentmemory\uff0c\u542b\u8e29\u5751\u6307\u5357\u3002<\/strong><\/p>\n<hr>\n<h2>\u4e03\u3001\u7ed9\u521d\u5b66\u8005\u7684\u5efa\u8bae<\/h2>\n<p><strong>\u5982\u679c\u4f60\u662f\u65b0\u624b\uff1a<\/strong><\/p>\n<ul>\n<li>\u5148\u7528 Claude Memory\uff08\u96f6\u914d\u7f6e\uff09<\/li>\n<li>\u719f\u6089\u540e\u518d\u4e0a agentmemory<\/li>\n<\/ul>\n<p><strong>\u5982\u679c\u4f60\u662f\u5f00\u53d1\u8005\uff1a<\/strong><\/p>\n<ul>\n<li>\u76f4\u63a5\u4e0a agentmemory<\/li>\n<li>MCP \u662f\u672a\u6765\u8d8b\u52bf<\/li>\n<\/ul>\n<p><strong>\u5982\u679c\u4f60\u9700\u8981\u77e5\u8bc6\u56fe\u8c31\uff1a<\/strong><\/p>\n<ul>\n<li>\u9009 Zep\uff08\u4e91\u670d\u52a1\uff09\u6216 Graphiti\uff08\u81ea\u6258\u7ba1\uff09<\/li>\n<\/ul>\n<p><strong>\u5982\u679c\u4f60\u5df2\u7528 LangChain\uff1a<\/strong><\/p>\n<ul>\n<li>\u9009 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