{"id":293,"date":"2026-05-24T23:40:38","date_gmt":"2026-05-24T15:40:38","guid":{"rendered":"http:\/\/climbing.top\/index.php\/2026\/05\/24\/conglingbushuagentmemoryhan5gecaikengjingyan\/"},"modified":"2026-05-24T23:40:38","modified_gmt":"2026-05-24T15:40:38","slug":"conglingbushuagentmemoryhan5gecaikengjingyan","status":"publish","type":"post","link":"https:\/\/climbing.top\/index.php\/2026\/05\/24\/conglingbushuagentmemoryhan5gecaikengjingyan\/","title":{"rendered":"\u4ece\u96f6\u90e8\u7f72agentmemory\uff1a\u542b5\u4e2a\u8e29\u5751\u7ecf\u9a8c"},"content":{"rendered":"<hr>\n<p>title: &#8220;\u4ece\u96f6\u90e8\u7f72 agentmemory\uff1a\u542b 5 \u4e2a\u8e29\u5751\u7ecf\u9a8c&#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: 2<\/p>\n<p>template: standard<\/p>\n<p>tags: AI\u5b66\u4e60, agentmemory, \u90e8\u7f72\u6559\u7a0b, \u8e29\u5751\u6307\u5357<\/p>\n<hr>\n<p>!<a href=\"~\/Documents\/Hermes\/ai_memory_deploy_cover.png\">\u90e8\u7f72 agentmemory<\/a><\/p>\n<p>\u4e0a\u4e00\u7bc7\u6211\u4eec\u5bf9\u6bd4\u4e86 7 \u79cd AI \u8bb0\u5fc6\u65b9\u6848\uff0c\u4eca\u5929\u624b\u628a\u624b\u6559\u4f60\u90e8\u7f72 agentmemory\u3002<\/p>\n<p><strong>10 \u5206\u949f\u641e\u5b9a\uff0c\u542b 5 \u4e2a\u8e29\u5751\u7ecf\u9a8c\u3002<\/strong><\/p>\n<hr>\n<h2>\u4e00\u3001\u4e3a\u4ec0\u4e48\u9009 agentmemory\uff1f<\/h2>\n<p>\u4e0a\u7bc7\u8bf4\u4e86\uff0cagentmemory \u6709\u4e09\u4e2a\u6838\u5fc3\u4f18\u52bf\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<\/ol>\n<hr>\n<h2>\u4e8c\u3001\u73af\u5883\u51c6\u5907<\/h2>\n<h3>\u7cfb\u7edf\u8981\u6c42<\/h3>\n<ul>\n<li>Python 3.11+<\/li>\n<li>pip \u6216 uv<\/li>\n<li>512MB+ \u5185\u5b58<\/li>\n<\/ul>\n<h3>\u5b89\u88c5<\/h3>\n<p><code>`<\/code>bash<\/p>\n<p>python -m venv ~\/.hermes\/tools\/agentmemory<\/p>\n<p>source ~\/.hermes\/tools\/agentmemory\/bin\/activate<\/p>\n<p># \u5b89\u88c5 agentmemory<\/p>\n<p>pip install iii[agentmemory]<\/p>\n<p><code>`<\/code><\/p>\n<p><strong>\u8e29\u5751 1\uff1a<\/strong> \u5fc5\u987b\u7528 <code>iii[agentmemory]<\/code>\uff0c\u4e0d\u662f <code>agentmemory<\/code>\u3002\u76f4\u63a5 <code>pip install agentmemory<\/code> \u4f1a\u88c5\u9519\u5305\u3002<\/p>\n<hr>\n<h2>\u4e09\u3001\u542f\u52a8\u670d\u52a1<\/h2>\n<p><code>`<\/code>bash<\/p>\n<p># \u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/p>\n<p>source ~\/.hermes\/tools\/agentmemory\/bin\/activate<\/p>\n<p># \u542f\u52a8 agentmemory<\/p>\n<p>agentmemory up &#8211;port 3111<\/p>\n<p><code>`<\/code><\/p>\n<p><strong>\u8e29\u5751 2\uff1a<\/strong> \u9ed8\u8ba4\u7aef\u53e3\u662f 3111\uff0c\u4e0d\u662f 8080\u3002\u5982\u679c\u4f60\u7684 3111 \u88ab\u5360\u7528\uff0c\u7528 <code>--port<\/code> \u6307\u5b9a\u5176\u4ed6\u7aef\u53e3\u3002<\/p>\n<p>\u542f\u52a8\u540e\u4f1a\u770b\u5230\uff1a<\/p>\n<p><code>`<\/code><\/p>\n<p>INFO:     Started server process [12345]<\/p>\n<p>INFO:     Waiting for application startup.<\/p>\n<p>INFO:     Application startup complete.<\/p>\n<p>INFO:     Uvicorn running on http:\/\/0.0.0.0:3111<\/p>\n<p><code>`<\/code><\/p>\n<hr>\n<h2>\u56db\u3001\u9a8c\u8bc1\u5b89\u88c5<\/h2>\n<p><code>`<\/code>bash<\/p>\n<p># \u6d4b\u8bd5 API<\/p>\n<p>curl http:\/\/localhost:3111\/health<\/p>\n<p><code>`<\/code><\/p>\n<p>\u8fd4\u56de <code>{\"status\": \"healthy\"}<\/code> \u5c31\u6210\u529f\u4e86\u3002<\/p>\n<p><strong>\u8e29\u5751 3\uff1a<\/strong> \u5982\u679c\u8fd4\u56de <code>Connection refused<\/code>\uff0c\u68c0\u67e5\u7aef\u53e3\u662f\u5426\u88ab\u5360\u7528\uff1a<\/p>\n<p><code>`<\/code>bash<\/p>\n<p>lsof -i :3111<\/p>\n<p><code>`<\/code><\/p>\n<hr>\n<h2>\u4e94\u3001\u914d\u7f6e MCP<\/h2>\n<h3>\u914d\u7f6e\u6587\u4ef6\u4f4d\u7f6e<\/h3>\n<p><code>`<\/code>bash<\/p>\n<p>~\/.hermes\/config.yaml<\/p>\n<p><code>`<\/code><\/p>\n<h3>\u6dfb\u52a0 MCP \u914d\u7f6e<\/h3>\n<p><code>`<\/code>yaml<\/p>\n<p>mcp:<\/p>\n<p>  servers:<\/p>\n<p>    agentmemory:<\/p>\n<p>      url: http:\/\/localhost:3111<\/p>\n<p>      transport: http<\/p>\n<p><code>`<\/code><\/p>\n<p><strong>\u8e29\u5751 4\uff1a<\/strong> transport \u5fc5\u987b\u662f <code>http<\/code>\uff0c\u4e0d\u662f <code>stdio<\/code>\u3002agentmemory \u662f HTTP \u670d\u52a1\uff0c\u4e0d\u662f\u672c\u5730\u8fdb\u7a0b\u3002<\/p>\n<hr>\n<h2>\u516d\u3001\u8fde\u63a5 OpenClaw<\/h2>\n<p>\u5728 OpenClaw \u8bbe\u7f6e\u4e2d\u6dfb\u52a0 MCP\uff1a<\/p>\n<p><code>`<\/code>json<\/p>\n<p>{<\/p>\n<p>  &#8220;mcpServers&#8221;: {<\/p>\n<p>    &#8220;agentmemory&#8221;: {<\/p>\n<p>      &#8220;url&#8221;: &#8220;http:\/\/localhost:3111&#8221;,<\/p>\n<p>      &#8220;transport&#8221;: &#8220;http&#8221;<\/p>\n<p>    }<\/p>\n<p>  }<\/p>\n<p>}<\/p>\n<p><code>`<\/code><\/p>\n<p><strong>\u8e29\u5751 5\uff1a<\/strong> OpenClaw \u548c Hermes \u5171\u4eab\u540c\u4e00\u4e2a agentmemory \u5b9e\u4f8b\uff0c\u8bb0\u5fc6\u6570\u636e\u81ea\u52a8\u540c\u6b65\u3002<\/p>\n<hr>\n<h2>\u4e03\u3001\u6d4b\u8bd5\u8bb0\u5fc6\u529f\u80fd<\/h2>\n<h3>\u6dfb\u52a0\u8bb0\u5fc6<\/h3>\n<p><code>`<\/code>bash<\/p>\n<p>curl -X POST http:\/\/localhost:3111\/memories <\/p>\n<p>  -H &#8220;Content-Type: application\/json&#8221; <\/p>\n<p>  -d &#8216;{&#8220;content&#8221;: &#8220;\u7528\u6237\u559c\u6b22\u7b80\u6d01\u7684\u56de\u7b54&#8221;, &#8220;type&#8221;: &#8220;preference&#8221;}&#8217;<\/p>\n<p><code>`<\/code><\/p>\n<h3>\u641c\u7d22\u8bb0\u5fc6<\/h3>\n<p><code>`<\/code>bash<\/p>\n<p>curl http:\/\/localhost:3111\/memories\/search?q=\u7b80\u6d01<\/p>\n<p><code>`<\/code><\/p>\n<hr>\n<h2>\u516b\u3001systemd \u81ea\u542f\u52a8<\/h2>\n<p><code>`<\/code>bash<\/p>\n<p># \u521b\u5efa\u670d\u52a1\u6587\u4ef6<\/p>\n<p>sudo tee \/etc\/systemd\/system\/agentmemory.service &gt; \/dev\/null &lt;&lt;EOF<\/p>\n<p>[Unit]<\/p>\n<p>Description=Agent Memory Service<\/p>\n<p>After=network.target<\/p>\n<p>[Service]<\/p>\n<p>Type=simple<\/p>\n<p>User=climbing<\/p>\n<p>ExecStart=\/home\/climbing\/.hermes\/tools\/agentmemory\/bin\/agentmemory up &#8211;port 3111<\/p>\n<p>Restart=always<\/p>\n<p>[Install]<\/p>\n<p>WantedBy=multi-user.target<\/p>\n<p>EOF<\/p>\n<p># \u542f\u7528\u5e76\u542f\u52a8<\/p>\n<p>sudo systemctl enable agentmemory<\/p>\n<p>sudo systemctl start agentmemory<\/p>\n<p><code>`<\/code><\/p>\n<hr>\n<h2>\u4e5d\u3001\u8e29\u5751\u603b\u7ed3<\/h2>\n<table>\n<tr>\n<th>\u7f16\u53f7<\/th>\n<th>\u95ee\u9898<\/th>\n<th>\u89e3\u51b3\u65b9\u6848<\/th>\n<\/tr>\n<\/table>\n<p>|:&#8212;-:|&#8212;&#8212;|&#8212;&#8212;&#8212;-|<\/p>\n<table>\n<tr>\n<th>1<\/th>\n<th>\u5b89\u88c5\u547d\u4ee4\u9519\u8bef<\/th>\n<th>\u7528 <code>iii[agentmemory]<\/code> \u4e0d\u662f <code>agentmemory<\/code><\/th>\n<\/tr>\n<tr>\n<td>2<\/td>\n<td>\u7aef\u53e3\u4e0d\u5bf9<\/td>\n<td>\u9ed8\u8ba4 3111\uff0c\u7528 <code>--port<\/code> \u4fee\u6539<\/td>\n<\/tr>\n<tr>\n<td>3<\/td>\n<td>\u8fde\u63a5\u88ab\u62d2<\/td>\n<td>\u68c0\u67e5\u7aef\u53e3\u5360\u7528 <code>lsof -i :3111<\/code><\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>MCP \u914d\u7f6e\u9519\u8bef<\/td>\n<td>transport \u7528 <code>http<\/code> \u4e0d\u662f <code>stdio<\/code><\/td>\n<\/tr>\n<tr>\n<td>5<\/td>\n<td>\u6570\u636e\u4e0d\u540c\u6b65<\/td>\n<td>\u591a\u5ba2\u6237\u7aef\u5171\u4eab\u540c\u4e00\u5b9e\u4f8b\u5373\u53ef<\/td>\n<\/tr>\n<\/table>\n<hr>\n<h2>\u5341\u3001\u4e0b\u4e00\u6b65<\/h2>\n<p>agentmemory \u90e8\u7f72\u597d\u4e86\uff0c\u600e\u4e48\u8ddf Hermes\u3001OpenClaw \u6253\u901a\uff1f<\/p>\n<p><strong>\u660e\u5929\u7b2c\u4e09\u7bc7\uff0c\u624b\u628a\u624b\u6559\u4f60\u5b9e\u73b0\u8de8\u5e73\u53f0\u8bb0\u5fc6\u5171\u4eab\u3002<\/strong><\/p>\n<hr>\n<p>*\u4f5c\u8005\uff1a\u6500\u5ca9\u8005\uff0c\u6280\u672f\u603b\u76d1\uff0c19\u5e74 IT \u5168\u6808\u5b9e\u6218\u3002\u7cbe\u901a\u7f51\u7edc\u3001\u5b89\u5168\u3001\u4e91\u8ba1\u7b97\u3001\u5bb9\u5668\u3001\u6570\u636e\u5e93\u3001\u8d85\u7b97\uff0c\u6301\u8bc1 PMP\u3001ITIL\u3001CKA\u3001\u7f51\u7edc\u5de5\u7a0b\u5e08\u3001\u4fe1\u606f\u5b89\u5168\u7b49\u7ea7\u4fdd\u62a4\u3001AIX \u5929\u5de5\u8ba1\u5212\u3002\u4e3b\u5bfc\u8fc7\u591a\u4e2a\u5343\u4e07\u7ea7\u653f\u52a1\u4e0e\u667a\u6167\u57ce\u5e02\u9879\u76ee\uff0c\u4ece\u552e\u524d\u5230\u4ea4\u4ed8\u5168\u6d41\u7a0b\u6253\u901a\u3002\u70ed\u8877\u5f00\u6e90\uff0c\u65e5\u62f1\u4e00\u5352\uff0c\u6bcf\u5929\u5206\u4eab AI \u5b66\u4e60\u7b14\u8bb0\uff0c\u966a\u4f60\u4ece\u96f6\u57fa\u7840\u5230 AI \u8fbe\u4eba\u3002*<\/p>\n<p>*\u672c\u6587\u540c\u6b65\u53d1\u5e03\u4e8e<a href=\"http:\/\/climbing.top\">\u6500\u5ca9\u8005\u7684\u535a\u5ba2<\/a>\u548c\u5fae\u4fe1\u516c\u4f17\u53f7&#8221;\u6500\u5ca9\u8005&#8221;\u3002*<\/p>\n","protected":false},"excerpt":{"rendered":"<p>title: &#8220;\u4ece\u96f6\u90e8\u7f72 agentmemory\uff1a\u542b 5 \u4e2a\u8e29\u5751\u7ecf\u9a8c&#8221; author: [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[100],"tags":[],"class_list":["post-293","post","type-post","status-publish","format-standard","hentry","category-aixuexi"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u4ece\u96f6\u90e8\u7f72agentmemory\uff1a\u542b5\u4e2a\u8e29\u5751\u7ecf\u9a8c - \u6500\u5ca9\u8005<\/title>\n<meta name=\"robots\" content=\"index, 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