{"id":169,"date":"2026-04-22T14:00:00","date_gmt":"2026-04-22T06:00:00","guid":{"rendered":"http:\/\/www.redspear.cn\/?p=169"},"modified":"2026-06-01T16:04:36","modified_gmt":"2026-06-01T08:04:36","slug":"ai%e5%ae%89%e5%85%a8%e5%b7%a5%e5%85%b7%ef%bc%9ahermes-agent%e8%ae%b0%e5%bf%86%e6%a8%a1%e5%9e%8b%e9%85%8d%e7%bd%ae-%e8%ae%a9ai%e6%88%90%e4%b8%ba%e4%bd%a0%e7%9a%84%e7%ac%ac%e4%ba%8c","status":"publish","type":"post","link":"https:\/\/www.redspear.cn\/index.php\/2026\/04\/22\/ai%e5%ae%89%e5%85%a8%e5%b7%a5%e5%85%b7%ef%bc%9ahermes-agent%e8%ae%b0%e5%bf%86%e6%a8%a1%e5%9e%8b%e9%85%8d%e7%bd%ae-%e8%ae%a9ai%e6%88%90%e4%b8%ba%e4%bd%a0%e7%9a%84%e7%ac%ac%e4%ba%8c\/","title":{"rendered":"AI\u5b89\u5168\u5de5\u5177\uff1aHermes Agent\u8bb0\u5fc6\u6a21\u578b\u914d\u7f6e\u2014\u2014\u8ba9AI\u6210\u4e3a\u4f60\u7684\u7b2c\u4e8c\u5927\u8111"},"content":{"rendered":"<h2>\u524d\u8a00<\/h2>\n<p>\u4e0a\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86Hermes Agent\u7684\u5b89\u88c5\u548c\u57fa\u7840\u914d\u7f6e\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0cHermes\u9ed8\u8ba4\u4f7f\u7528\u5185\u7f6e\u7684\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u4f46\u5185\u7f6e\u8bb0\u5fc6\u6709\u5b57\u7b26\u9650\u5236\uff08\u7ea64400\u5b57\u7b26\uff09\uff0c\u968f\u7740\u4f7f\u7528\u65f6\u95f4\u589e\u957f\uff0c\u8bb0\u5fc6\u4f1a\u9010\u6e10\u88ab\u586b\u6ee1\u3002<\/p>\n<p>\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u7ed9Hermes Agent\u914d\u7f6e<strong>sqlite-vector<\/strong>\u8bb0\u5fc6\u6a21\u578b\uff0c\u5b9e\u73b0\u57fa\u4e8e\u5411\u91cf\u8bed\u4e49\u641c\u7d22\u7684\u6301\u4e45\u5316\u77e5\u8bc6\u5e93\uff0c\u8ba9AI\u771f\u6b63\u6210\u4e3a\u4f60\u7684&#8221;\u7b2c\u4e8c\u5927\u8111&#8221;\u3002<\/p>\n<h2>\u4e3a\u4ec0\u4e48\u9700\u8981\u8bb0\u5fc6\u6a21\u578b\uff1f<\/h2>\n<p>Hermes Agent\u7684\u6838\u5fc3\u4f18\u52bf\u4e4b\u4e00\u662f<strong>\u8de8\u4f1a\u8bdd\u8bb0\u5fc6<\/strong>\u3002\u5b83\u80fd\u8bb0\u4f4f\uff1a<\/p>\n<ul>\n<li>\u4f60\u7684\u504f\u597d\u548c\u4e60\u60ef<\/li>\n<li>\u9879\u76ee\u7684\u6280\u672f\u6808\u548c\u7ea6\u5b9a<\/li>\n<li>\u4e4b\u524d\u8e29\u8fc7\u7684\u5751\u548c\u89e3\u51b3\u65b9\u6848<\/li>\n<li>\u5e38\u7528\u7684\u547d\u4ee4\u548c\u5de5\u4f5c\u6d41<\/li>\n<\/ul>\n<p>\u4f46\u9ed8\u8ba4\u7684\u5185\u7f6e\u8bb0\u5fc6\u6709\u5bb9\u91cf\u9650\u5236\u3002\u901a\u8fc7\u914d\u7f6esqlite-vector\u8bb0\u5fc6\u6a21\u578b\uff0c\u53ef\u4ee5\uff1a<\/p>\n<ul>\n<li><strong>\u7a81\u7834\u5b57\u7b26\u9650\u5236\uff1a<\/strong>\u5b58\u50a8\u66f4\u591a\u77e5\u8bc6<\/li>\n<li><strong>\u8bed\u4e49\u641c\u7d22\uff1a<\/strong>\u7528\u81ea\u7136\u8bed\u8a00\u67e5\u8be2\uff0c\u4e0d\u9700\u8981\u7cbe\u786e\u5339\u914d<\/li>\n<li><strong>\u5206\u7c7b\u7ba1\u7406\uff1a<\/strong>\u6309\u7c7b\u522b\u7ec4\u7ec7\u77e5\u8bc6\uff08\u9762\u8bd5\u3001\u5b89\u5168\u3001\u9879\u76ee\u7b49\uff09<\/li>\n<li><strong>\u6301\u4e45\u5316\u5b58\u50a8\uff1a<\/strong>\u6570\u636e\u4fdd\u5b58\u5728\u672c\u5730SQLite\u6570\u636e\u5e93\u4e2d<\/li>\n<\/ul>\n<h2>\u4ec0\u4e48\u662fsqlite-vector\uff1f<\/h2>\n<p>sqlite-vector\u662f\u4e00\u4e2aSQLite\u6269\u5c55\uff0c\u4e3aSQLite\u6570\u636e\u5e93\u6dfb\u52a0\u4e86\u5411\u91cf\u5b58\u50a8\u548c\u641c\u7d22\u80fd\u529b\u3002\u7ed3\u5408embedding\u6a21\u578b\uff0c\u53ef\u4ee5\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li>\u5c06\u6587\u672c\u8f6c\u6362\u4e3a\u5411\u91cf\uff08embedding\uff09<\/li>\n<li>\u5728\u5411\u91cf\u7a7a\u95f4\u4e2d\u8fdb\u884c\u8bed\u4e49\u76f8\u4f3c\u5ea6\u641c\u7d22<\/li>\n<li>\u672c\u5730\u5b58\u50a8\uff0c\u65e0\u9700\u5916\u90e8\u6570\u636e\u5e93\u670d\u52a1<\/li>\n<\/ul>\n<p>Hermes Agent\u901a\u8fc7sqlite-vector\u63d2\u4ef6\uff0c\u5c06\u8fd9\u4e2a\u80fd\u529b\u96c6\u6210\u5230\u4e86\u8bb0\u5fc6\u7cfb\u7edf\u4e2d\u3002<\/p>\n<h2>\u5b89\u88c5\u6b65\u9aa4<\/h2>\n<h3>1. \u5b89\u88c5sqlite-vector\u6269\u5c55<\/h3>\n<pre><code># \u5b89\u88c5sqlite-memory\uff08\u5305\u542bsqlite-vector\u6269\u5c55\uff09\npip install sqlite-memory\n\n# \u9a8c\u8bc1\u5b89\u88c5\npython3 -c \"import sqlite_memory; print('OK')\"<\/code><\/pre>\n<h3>2. \u521b\u5efa\u8bb0\u5fc6\u6570\u636e\u5e93\u76ee\u5f55<\/h3>\n<pre><code>mkdir -p \/opt\/sqlite-memory<\/code><\/pre>\n<h3>3. \u914d\u7f6eHermes Agent<\/h3>\n<p>\u7f16\u8f91Hermes\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n<pre><code>hermes config edit<\/code><\/pre>\n<p>\u5728<code>config.yaml<\/code>\u4e2d\u6dfb\u52a0\u6216\u4fee\u6539\u4ee5\u4e0b\u914d\u7f6e\uff1a<\/p>\n<pre><code># \u8bb0\u5fc6\u6a21\u578b\u914d\u7f6e\nmemory:\n  provider: sqlite-vector\n  sqlite-vector:\n    db_path: \/opt\/sqlite-memory\/memory.db\n    api_key: \"\u4f60\u7684vectors.space API Key\"<\/code><\/pre>\n<h3>4. \u83b7\u53d6embedding API Key<\/h3>\n<p>sqlite-vector\u9700\u8981\u4e00\u4e2aembedding\u6a21\u578b\u5c06\u6587\u672c\u8f6c\u6362\u4e3a\u5411\u91cf\u3002\u63a8\u8350\u4f7f\u7528<strong>vectors.space<\/strong>\u63d0\u4f9b\u7684\u4e91\u7aefAPI\uff1a<\/p>\n<ol>\n<li>\u8bbf\u95ee <a href=\"https:\/\/vectors.space\" target=\"_blank\">https:\/\/vectors.space<\/a> \u6ce8\u518c\u8d26\u53f7<\/li>\n<li>\u83b7\u53d6API Key<\/li>\n<li>\u586b\u5165\u914d\u7f6e\u6587\u4ef6\u4e2d<\/li>\n<\/ol>\n<h3>5. \u91cd\u542fHermes<\/h3>\n<p>\u914d\u7f6e\u5b8c\u6210\u540e\u9700\u8981\u91cd\u542fHermes\u624d\u80fd\u751f\u6548\uff1a<\/p>\n<pre><code># \u5982\u679c\u662fCLI\u6a21\u5f0f\uff0c\u9000\u51fa\u91cd\u65b0\u8fdb\u5165\n\/quit\nhermes\n\n# \u5982\u679c\u662fGateway\u6a21\u5f0f\nhermes gateway restart<\/code><\/pre>\n<h2>\u4f7f\u7528\u65b9\u6cd5<\/h2>\n<h3>\u5b58\u50a8\u77e5\u8bc6<\/h3>\n<pre><code>hermes chat -q \"\u8bb0\u4f4f\uff1a\u9879\u76ee\u4f7f\u7528pytest\u6d4b\u8bd5\u6846\u67b6\uff0c\u6d4b\u8bd5\u547d\u4ee4\u662f pytest -n 4\"<\/code><\/pre>\n<p>Hermes\u4f1a\u81ea\u52a8\u5c06\u8fd9\u6761\u4fe1\u606f\u5b58\u50a8\u5230sqlite-vector\u6570\u636e\u5e93\u4e2d\u3002<\/p>\n<h3>\u641c\u7d22\u77e5\u8bc6<\/h3>\n<pre><code>hermes chat -q \"\u6211\u4eec\u9879\u76ee\u7684\u6d4b\u8bd5\u6846\u67b6\u662f\u4ec0\u4e48\uff1f\"<\/code><\/pre>\n<p>Hermes\u4f1a\u901a\u8fc7\u8bed\u4e49\u641c\u7d22\u627e\u5230\u76f8\u5173\u8bb0\u5fc6\u5e76\u56de\u7b54\u3002<\/p>\n<h3>\u7ba1\u7406\u77e5\u8bc6\u5e93<\/h3>\n<p>sqlite-vector\u63d2\u4ef6\u63d0\u4f9b\u4e86knowledge_base\u5de5\u5177\uff0c\u652f\u6301\u4ee5\u4e0b\u64cd\u4f5c\uff1a<\/p>\n<ul>\n<li><strong>add\uff1a<\/strong>\u6dfb\u52a0\u77e5\u8bc6\u6761\u76ee<\/li>\n<li><strong>search\uff1a<\/strong>\u8bed\u4e49\u641c\u7d22<\/li>\n<li><strong>list\uff1a<\/strong>\u5217\u51fa\u6240\u6709\u6761\u76ee<\/li>\n<li><strong>update\uff1a<\/strong>\u66f4\u65b0\u6761\u76ee<\/li>\n<li><strong>delete\uff1a<\/strong>\u5220\u9664\u6761\u76ee<\/li>\n<\/ul>\n<h2>\u5b9e\u9645\u5e94\u7528\u573a\u666f<\/h2>\n<h3>\u573a\u666f1\uff1a\u9762\u8bd5\u51c6\u5907<\/h3>\n<p>\u5c06\u9762\u8bd5\u9898\u548c\u7b54\u6848\u5b58\u50a8\u5230\u77e5\u8bc6\u5e93\uff0c\u968f\u65f6\u590d\u4e60\uff1a<\/p>\n<pre><code>hermes chat -q \"\u5b58\u50a8\u8fd9\u9053SQL\u6ce8\u5165\u9762\u8bd5\u9898\uff1a\u5982\u4f55\u7ed5\u8fc7WAF\uff1f\u7b54\u6848\u5305\u62ec\uff1a\u5927\u5c0f\u5199\u53d8\u6362\u3001\u53cc\u5199\u7ed5\u8fc7\u3001\u7f16\u7801\u7ed5\u8fc7\u3001\u6ce8\u91ca\u7b26\u5206\u5272\u7b49\"<\/code><\/pre>\n<h3>\u573a\u666f2\uff1a\u9879\u76ee\u77e5\u8bc6\u79ef\u7d2f<\/h3>\n<p>\u8bb0\u5f55\u9879\u76ee\u4e2d\u7684\u6280\u672f\u7ec6\u8282\u548c\u8e29\u5751\u7ecf\u9a8c\uff1a<\/p>\n<pre><code>hermes chat -q \"\u8bb0\u4f4f\uff1aWordPress\u535a\u5ba2\u90e8\u7f72\u5728123.207.45.199\uff0c\u4f7f\u7528\u5b9d\u5854\u9762\u677f\uff0cPHP 8.2\uff0c\u6570\u636e\u5e93\u662fMySQL\"<\/code><\/pre>\n<h3>\u573a\u666f3\uff1a\u5b89\u5168\u5de5\u5177\u4f7f\u7528\u7b14\u8bb0<\/h3>\n<p>\u8bb0\u5f55\u5404\u79cd\u5b89\u5168\u5de5\u5177\u7684\u4f7f\u7528\u65b9\u6cd5\u548c\u53c2\u6570\uff1a<\/p>\n<pre><code>hermes chat -q \"\u8bb0\u4f4f\uff1asqlmap\u5e38\u7528\u53c2\u6570 --level=3 --risk=2 --batch --threads=10 --random-agent\"<\/code><\/pre>\n<h2>\u6ce8\u610f\u4e8b\u9879<\/h2>\n<ul>\n<li><strong>API Key\u5b89\u5168\uff1a<\/strong>vectors.space\u7684API Key\u8981\u59a5\u5584\u4fdd\u7ba1\uff0c\u4e0d\u8981\u6cc4\u9732<\/li>\n<li><strong>\u5b58\u50a8\u8def\u5f84\uff1a<\/strong>\u5efa\u8bae\u5c06\u6570\u636e\u5e93\u653e\u5728\u56fa\u5b9a\u8def\u5f84\uff08\u5982\/opt\/sqlite-memory\/\uff09\uff0c\u907f\u514d\u8bef\u5220<\/li>\n<li><strong>\u5907\u4efd\uff1a<\/strong>\u5b9a\u671f\u5907\u4efdmemory.db\u6587\u4ef6<\/li>\n<li><strong>embedding\u8d28\u91cf\uff1a<\/strong>\u8bed\u4e49\u641c\u7d22\u7684\u6548\u679c\u53d6\u51b3\u4e8eembedding\u6a21\u578b\u7684\u8d28\u91cf\uff0cvectors.space\u63d0\u4f9b\u7684\u662f\u4e91\u7aef\u6a21\u578b\uff0c\u6548\u679c\u8f83\u597d<\/li>\n<\/ul>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u901a\u8fc7\u914d\u7f6esqlite-vector\u8bb0\u5fc6\u6a21\u578b\uff0cHermes Agent\u4ece\u4e00\u4e2a&#8221;\u5065\u5fd8&#8221;\u7684AI\u52a9\u624b\u53d8\u6210\u4e86\u4e00\u4e2a\u62e5\u6709\u6301\u4e45\u8bb0\u5fc6\u7684&#8221;\u7b2c\u4e8c\u5927\u8111&#8221;\u3002\u5b83\u80fd\u8bb0\u4f4f\u4f60\u7684\u504f\u597d\u3001\u9879\u76ee\u77e5\u8bc6\u3001\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e76\u5728\u9700\u8981\u65f6\u901a\u8fc7\u8bed\u4e49\u641c\u7d22\u5feb\u901f\u627e\u5230\u76f8\u5173\u4fe1\u606f\u3002<\/p>\n<p>\u5bf9\u4e8e\u5b89\u5168\u4ece\u4e1a\u8005\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u53ef\u4ee5\u5c06\u5927\u91cf\u7684\u5b89\u5168\u77e5\u8bc6\u3001\u6f0f\u6d1e\u7ecf\u9a8c\u3001\u5de5\u5177\u4f7f\u7528\u6280\u5de7\u5b58\u50a8\u8d77\u6765\uff0c\u968f\u65f6\u8c03\u7528\uff0c\u5927\u5927\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<h2>\u53c2\u8003\u8d44\u6599<\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/NousResearch\/hermes-agent\" target=\"_blank\">Hermes Agent GitHub<\/a><\/li>\n<li><a href=\"https:\/\/hermes-agent.nousresearch.com\/docs\/\" target=\"_blank\">Hermes Agent \u5b98\u65b9\u6587\u6863<\/a><\/li>\n<li><a href=\"https:\/\/vectors.space\" target=\"_blank\">vectors.space<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u4e0a\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86Hermes Agent\u7684\u5b89\u88c5\u548c\u57fa\u7840\u914d\u7f6e\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0cHermes\u9ed8\u8ba4\u4f7f\u7528\u5185\u7f6e\u7684\u8bb0\u5fc6\u7cfb\u7edf &hellip; <\/p>\n","protected":false},"author":3,"featured_media":182,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-169","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-security"],"_links":{"self":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/169","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/comments?post=169"}],"version-history":[{"count":1,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/169\/revisions"}],"predecessor-version":[{"id":191,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/posts\/169\/revisions\/191"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/media\/182"}],"wp:attachment":[{"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/media?parent=169"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/categories?post=169"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.redspear.cn\/index.php\/wp-json\/wp\/v2\/tags?post=169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}