{"id":30851,"date":"2025-05-05T18:14:27","date_gmt":"2025-05-05T10:14:27","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30851"},"modified":"2025-05-05T18:14:27","modified_gmt":"2025-05-05T10:14:27","slug":"cleverbee","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/cleverbee\/","title":{"rendered":"CleverBee\uff1a\u5f00\u6e90AI\u7814\u7a76\u52a9\u624b\uff0c\u751f\u6210\u5f15\u8bc1\u7814\u7a76\u62a5\u544a"},"content":{"rendered":"<p>CleverBee \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u7814\u7a76\u52a9\u624b\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u7531 SureScaleAI \u5f00\u53d1\u3002\u5b83\u901a\u8fc7\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5982 <a href=\"https:\/\/www.kdjingpai.com\/geminibardgubu\/\">Gemini<\/a> \u548c Claude\uff09\u7ed3\u5408\u7f51\u9875\u6d4f\u89c8\u6280\u672f\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u6536\u96c6\u3001\u5206\u6790\u548c\u603b\u7ed3\u4fe1\u606f\uff0c\u751f\u6210\u5e26\u5f15\u8bc1\u7684\u7814\u7a76\u62a5\u544a\u3002\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u7f51\u9875\u3001PDF\u3001YouTube \u89c6\u9891\u6216\u5b66\u672f\u8d44\u6e90\u7684\u7cbe\u51c6\u5185\u5bb9\u3002CleverBee \u652f\u6301\u4e91\u7aef\u548c\u672c\u5730\u6a21\u578b\uff0c\u9002\u5408\u5b66\u672f\u7814\u7a76\u3001\u5546\u4e1a\u5206\u6790\u7b49\u573a\u666f\u3002\u5b83\u7684\u754c\u9762\u57fa\u4e8e Chainlit\uff0c\u64cd\u4f5c\u7b80\u5355\u76f4\u89c2\uff0c\u914d\u7f6e\u7075\u6d3b\uff0c\u9002\u5408\u4e2a\u4eba\u548c\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u3002<\/p>\n<p><img decoding=\"async\" title=\"CleverBee\uff1a\u5f00\u6e90AI\u7814\u7a76\u52a9\u624b\uff0c\u751f\u6210\u5f15\u8bc1\u7814\u7a76\u62a5\u544a-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/d54c58b153f097f.png\" alt=\"CleverBee\uff1a\u5f00\u6e90AI\u7814\u7a76\u52a9\u624b\uff0c\u751f\u6210\u5f15\u8bc1\u7814\u7a76\u62a5\u544a-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u591a\u79cd\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5305\u62ec Gemini\u3001Claude \u548c\u672c\u5730 GGUF \u6a21\u578b\u3002<\/li>\n<li>\u81ea\u52a8\u5316\u7f51\u9875\u6d4f\u89c8\uff0c\u63d0\u53d6 HTML \u5185\u5bb9\u5e76\u6e05\u6d17\u4e3a\u7ed3\u6784\u5316\u6570\u636e\u3002<\/li>\n<li>\u751f\u6210\u5e26\u5f15\u8bc1\u7684\u7814\u7a76\u62a5\u544a\uff0c\u5305\u542b\u6765\u6e90\u5f15\u7528\u548c\u9650\u5236\u8bf4\u660e\u3002<\/li>\n<li>\u652f\u6301 YouTube \u89c6\u9891\u5b57\u5e55\u63d0\u53d6\u3001PDF \u89e3\u6790\u548c PubMed \u5b66\u672f\u641c\u7d22\u3002<\/li>\n<li>\u63d0\u4f9b\u5b9e\u65f6\u4ee4\u724c\u4f7f\u7528\u91cf\u548c\u6210\u672c\u8ffd\u8e2a\uff0c\u4f18\u5316\u8d44\u6e90\u7ba1\u7406\u3002<\/li>\n<li>\u901a\u8fc7\u00a0<code>config.yaml<\/code>\u00a0\u6587\u4ef6\u81ea\u5b9a\u4e49\u6a21\u578b\u3001\u6d4f\u89c8\u5668\u884c\u4e3a\u548c\u7814\u7a76\u5de5\u5177\u3002<\/li>\n<li>\u96c6\u6210 Chainlit \u4ea4\u4e92\u5f0f\u754c\u9762\uff0c\u65b9\u4fbf\u7528\u6237\u8f93\u5165\u67e5\u8be2\u548c\u67e5\u770b\u7ed3\u679c\u3002<\/li>\n<li>\u4f7f\u7528 SQLite \u6570\u636e\u5e93\u7684 NormalizingCache \u7f13\u5b58\uff0c\u63d0\u5347\u6027\u80fd\u5e76\u964d\u4f4e\u6210\u672c\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>CleverBee \u7684\u5b89\u88c5\u8fc7\u7a0b\u7b80\u5355\uff0c\u901a\u8fc7 GitHub \u4ed3\u5e93\u63d0\u4f9b\u8be6\u7ec6\u6307\u5bfc\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u514b\u9686 CleverBee \u4ed3\u5e93\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/SureScaleAI\/cleverbee.git\r\ncd cleverbee<\/code><\/pre>\n<\/li>\n<\/ol>\n<ol start=\"2\">\n<li><strong>\u8fd0\u884c\u5b89\u88c5\u811a\u672c<\/strong><br \/>\n\u6267\u884c\u5b89\u88c5\u811a\u672c\u4ee5\u914d\u7f6e\u73af\u5883\uff1a<\/p>\n<pre><code>bash setup.sh\r\n<\/code><\/pre>\n<p>\u8be5\u811a\u672c\u4f1a\u81ea\u52a8\u5b8c\u6210\u4ee5\u4e0b\u4efb\u52a1\uff1a<\/p>\n<ul>\n<li>\u68c0\u67e5\u5fc5\u8981\u4f9d\u8d56\uff08\u5982\u00a0<code>python3<\/code>\u3001<code>jq<\/code>\u3001<code>yq<\/code>\u00a0\u548c\u00a0<code>cmake<\/code>\uff09\u3002<\/li>\n<li>\u521b\u5efa Python \u865a\u62df\u73af\u5883 (<code>venv\/<\/code>)\u3002<\/li>\n<li>\u5b89\u88c5\u00a0<code>requirements.txt<\/code>\u00a0\u4e2d\u7684 Python \u4f9d\u8d56\u3002<\/li>\n<li>\u68c0\u6d4b\u786c\u4ef6\uff0c\u8be2\u95ee\u662f\u5426\u542f\u7528\u672c\u5730\u6a21\u578b\uff08\u63a8\u8350 NVIDIA GPU\uff0c\u663e\u5b58 \u2265 24GB\uff09\u3002<\/li>\n<li>\u5982\u679c\u9009\u62e9\u672c\u5730\u6a21\u578b\uff0c\u5b89\u88c5\u00a0<code>llama-cpp-python<\/code>\u00a0\u5e76\u542f\u7528 CUDA \u52a0\u901f\uff08\u9002\u7528\u4e8e NVIDIA GPU\uff09\u3002<\/li>\n<li>\u63d0\u793a\u7528\u6237\u767b\u5f55 Hugging Face\uff08\u82e5\u4f7f\u7528\u672c\u5730\u6a21\u578b\uff09\u3002<\/li>\n<li>\u5e2e\u52a9\u914d\u7f6e\u4e3b\u8981\u63a8\u7406\u6a21\u578b\u548c\u603b\u7ed3\u6a21\u578b\uff0c\u66f4\u65b0\u00a0<code>config.yaml<\/code>\u3002<\/li>\n<li>\u4e0b\u8f7d\u9009\u5b9a\u7684\u672c\u5730 GGUF \u6a21\u578b\uff08\u82e5\u9002\u7528\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e API \u5bc6\u94a5<\/strong><br \/>\n\u5982\u679c\u4f7f\u7528\u4e91\u6a21\u578b\uff08\u5982 Gemini \u6216 Claude\uff09\uff0c\u9700\u63d0\u4f9b API \u5bc6\u94a5\u3002\u5b89\u88c5\u811a\u672c\u4f1a\u68c0\u67e5\u6a21\u578b\u9009\u62e9\u5e76\u6307\u5bfc\u7528\u6237\u5c06\u5bc6\u94a5\u6dfb\u52a0\u5230\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff1a<\/p>\n<ul>\n<li><strong>Anthropic API \u5bc6\u94a5<\/strong>\uff1a\u4ece <a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Anthropic<\/a> \u63a7\u5236\u53f0\u83b7\u53d6\uff0c\u9002\u7528\u4e8e <a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Claude<\/a> \u6a21\u578b\u3002<\/li>\n<li><strong>Google Gemini API \u5bc6\u94a5<\/strong>\uff1a\u4ece <a href=\"https:\/\/www.kdjingpai.com\/google-ai-studioai\/\">Google AI Studio<\/a> \u83b7\u53d6\uff0c\u9002\u7528\u4e8e Gemini \u6a21\u578b\u3002<br \/>\n\u5bc6\u94a5\u6dfb\u52a0\u540e\uff0c\u9700\u91cd\u542f\u5e94\u7528\u4ee5\u751f\u6548\u3002\u7528\u6237\u53ef\u968f\u65f6\u7f16\u8f91\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\u66f4\u65b0\u5bc6\u94a5\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8\u5e94\u7528<\/strong><br \/>\n\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8 CleverBee\uff1a<\/p>\n<pre><code>bash run.sh\r\n<\/code><\/pre>\n<p>\u8fd9\u5c06\u542f\u52a8 Chainlit \u4ea4\u4e92\u5f0f\u754c\u9762\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee\u3002<\/li>\n<\/ol>\n<h3>\u7cfb\u7edf\u8981\u6c42<\/h3>\n<ul>\n<li><strong>\u64cd\u4f5c\u7cfb\u7edf<\/strong>\uff1a\u652f\u6301 macOS\uff08Intel \u548c Apple Silicon\uff0c\u9700 Rosetta 2\uff09\u548c Linux\u3002<\/li>\n<li><strong>\u786c\u4ef6<\/strong>\uff1a\u4e91\u6a21\u578b\u65e0\u9700\u9ad8\u6027\u80fd\u786c\u4ef6\uff1b\u672c\u5730\u6a21\u578b\u63a8\u8350 NVIDIA GPU\uff08\u663e\u5b58 \u2265 24GB\uff09\u3002<\/li>\n<li><strong>\u4f9d\u8d56<\/strong>\uff1a\u786e\u4fdd\u5b89\u88c5\u00a0<code>python3<\/code>\u3001<code>git<\/code>\u3001<code>jq<\/code>\u3001<code>cmake<\/code>\u00a0\u548c\u00a0<code>node<\/code>\u3002macOS \u7528\u6237\u53ef\u901a\u8fc7 Homebrew \u5b89\u88c5\uff1a\n<pre><code>brew install python cmake git jq node\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>CleverBee \u7684\u6838\u5fc3\u529f\u80fd\u662f\u751f\u6210\u5e26\u5f15\u8bc1\u7684\u7814\u7a76\u62a5\u544a\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<ol>\n<li><strong>\u542f\u52a8\u754c\u9762<\/strong><br \/>\n\u8fd0\u884c\u00a0<code>run.sh<\/code>\u00a0\u540e\uff0c\u6d4f\u89c8\u5668\u4f1a\u6253\u5f00 Chainlit \u754c\u9762\u3002\u7528\u6237\u53ef\u5728\u6b64\u8f93\u5165\u7814\u7a76\u95ee\u9898\u6216\u4e3b\u9898\uff0c\u4f8b\u5982\u201c\u91cf\u5b50\u8ba1\u7b97\u7684\u6700\u65b0\u8fdb\u5c55\u201d\u6216\u201c\u53ef\u6301\u7eed\u80fd\u6e90\u7684\u7ecf\u6d4e\u5f71\u54cd\u201d\u3002<\/li>\n<li><strong>\u8f93\u5165\u67e5\u8be2<\/strong><br \/>\n\u5728\u754c\u9762\u8f93\u5165\u6846\u4e2d\u8f93\u5165\u95ee\u9898\u3002CleverBee \u4f1a\u81ea\u52a8\u89c4\u5212\u7814\u7a76\u8def\u5f84\uff0c\u8c03\u7528\u7f51\u9875\u6d4f\u89c8\u5de5\u5177\u3001YouTube \u5b57\u5e55\u63d0\u53d6\u6216\u5b66\u672f\u641c\u7d22\u6a21\u5757\u6536\u96c6\u4fe1\u606f\u3002\u7528\u6237\u53ef\u5b9e\u65f6\u67e5\u770b\u7814\u7a76\u8fdb\u5ea6\u3002<\/li>\n<li><strong>\u67e5\u770b\u62a5\u544a<\/strong><br \/>\n\u7814\u7a76\u5b8c\u6210\u540e\uff0cCleverBee \u751f\u6210\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9\u7684\u62a5\u544a\uff1a<\/p>\n<ul>\n<li>\u7efc\u5408\u603b\u7ed3\uff1a\u57fa\u4e8e\u6536\u96c6\u7684\u4fe1\u606f\u751f\u6210\u7b80\u6d01\u7ed3\u8bba\u3002<\/li>\n<li>\u6765\u6e90\u5f15\u8bc1\uff1a\u5217\u51fa\u6240\u6709\u53c2\u8003\u8d44\u6599\u7684\u94fe\u63a5\u6216\u51fa\u5904\u3002<\/li>\n<li>\u9650\u5236\u8bf4\u660e\uff1a\u8bf4\u660e AI \u53ef\u80fd\u5b58\u5728\u7684\u5c40\u9650\u6027\uff0c\u63d0\u9192\u7528\u6237\u6838\u67e5\u6765\u6e90\u3002<\/li>\n<li>\u4ee4\u724c\u4f7f\u7528\u91cf\uff1a\u663e\u793a\u6a21\u578b\u8c03\u7528\u8fc7\u7a0b\u4e2d\u7684\u8d44\u6e90\u6d88\u8017\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u914d\u7f6e<\/strong><br \/>\n\u7528\u6237\u53ef\u7f16\u8f91\u00a0<code>config.yaml<\/code>\u00a0\u6587\u4ef6\u8c03\u6574\u8bbe\u7f6e\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u66f4\u6539\u4e3b\u8981\u63a8\u7406\u6a21\u578b\uff08\u63a8\u8350 Gemini 2.5 Pro\uff09\u3002<\/li>\n<li>\u8bbe\u7f6e\u4ee3\u7406\u884c\u4e3a\uff08\u5982\u7f51\u9875\u6d4f\u89c8\u6df1\u5ea6\uff09\u3002<\/li>\n<li>\u8c03\u6574\u4ee4\u724c\u9650\u5236\u6216\u7f13\u5b58\u7b56\u7565\u3002<br \/>\n\u914d\u7f6e\u6587\u6863\u4f4d\u4e8e\u00a0<code>https:\/\/cleverb.ee\/docs<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/strong>\n<ul>\n<li><strong>YouTube \u5b57\u5e55\u63d0\u53d6<\/strong>\uff1a\u8f93\u5165 YouTube \u89c6\u9891\u94fe\u63a5\uff0cCleverBee \u81ea\u52a8\u63d0\u53d6\u5b57\u5e55\u5e76\u6574\u5408\u5230\u62a5\u544a\u4e2d\uff0c\u9002\u5408\u5206\u6790\u8bb2\u5ea7\u6216\u8bbf\u8c08\u3002<\/li>\n<li><strong>PDF \u89e3\u6790<\/strong>\uff1a\u4e0a\u4f20 PDF \u6587\u4ef6\uff0cCleverBee \u63d0\u53d6\u6587\u672c\u5e76\u603b\u7ed3\u5173\u952e\u5185\u5bb9\uff0c\u9002\u7528\u4e8e\u5b66\u672f\u8bba\u6587\u6216\u62a5\u544a\u3002<\/li>\n<li><strong>PubMed \u641c\u7d22<\/strong>\uff1a\u8f93\u5165\u533b\u5b66\u76f8\u5173\u4e3b\u9898\uff0cCleverBee \u4ece PubMed \u6570\u636e\u5e93\u68c0\u7d22\u6743\u5a01\u6587\u732e\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u6210\u672c\u8ffd\u8e2a<\/strong>\uff1a\u754c\u9762\u663e\u793a\u6bcf\u6b21\u67e5\u8be2\u7684\u4ee4\u724c\u6d88\u8017\uff0c\u5e2e\u52a9\u7528\u6237\u4f18\u5316\u9884\u7b97\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u672c\u5730\u6a21\u578b\u5bf9\u786c\u4ef6\u8981\u6c42\u8f83\u9ad8\uff0c\u63a8\u8350\u4e91\u6a21\u578b\u4ee5\u83b7\u5f97\u6700\u4f73\u6027\u80fd\u3002<\/li>\n<li>\u59cb\u7ec8\u6838\u67e5\u62a5\u544a\u4e2d\u7684\u6765\u6e90\uff0cAI \u53ef\u80fd\u51fa\u73b0\u5e7b\u89c9\u3002<\/li>\n<li>\u9879\u76ee\u4e3a\u975e\u5546\u4e1a\u7528\u9014\uff0c\u9075\u5faa GNU Affero \u8bb8\u53ef\u8bc1\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u5b66\u751f\u6216\u7814\u7a76\u4eba\u5458\u53ef\u4f7f\u7528 CleverBee \u5feb\u901f\u6536\u96c6\u5b66\u672f\u8bba\u6587\u3001\u7f51\u9875\u6587\u7ae0\u548c\u89c6\u9891\u8d44\u6599\uff0c\u751f\u6210\u5f15\u8bc1\u9f50\u5168\u7684\u6587\u732e\u7efc\u8ff0\u3002\u4f8b\u5982\uff0c\u7814\u7a76\u201c\u4eba\u5de5\u667a\u80fd\u4f26\u7406\u201d\u65f6\uff0cCleverBee \u53ef\u4ece PubMed \u548c\u5b66\u672f\u7f51\u7ad9\u63d0\u53d6\u76f8\u5173\u6587\u732e\u3002<\/li>\n<li><strong>\u5546\u4e1a\u5206\u6790<\/strong><br \/>\n\u4f01\u4e1a\u7528\u6237\u53ef\u5206\u6790\u5e02\u573a\u8d8b\u52bf\u6216\u7ade\u4e89\u5bf9\u624b\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c2025\u5e74\u7535\u52a8\u8f66\u5e02\u573a\u9884\u6d4b\u201d\uff0cCleverBee \u4f1a\u6d4f\u89c8\u884c\u4e1a\u62a5\u544a\u548c\u65b0\u95fb\uff0c\u751f\u6210\u6570\u636e\u9a71\u52a8\u7684\u603b\u7ed3\u3002<\/li>\n<li><strong>\u4e2a\u4eba\u5b66\u4e60<\/strong><br \/>\n\u666e\u901a\u7528\u6237\u53ef\u63a2\u7d22\u590d\u6742\u8bdd\u9898\uff0c\u5982\u201c\u533a\u5757\u94fe\u6280\u672f\u7684\u5e94\u7528\u201d\u3002CleverBee \u63d0\u4f9b\u591a\u89d2\u5ea6\u8d44\u6599\uff0c\u5305\u62ec YouTube \u6559\u7a0b\u548c\u6743\u5a01\u6587\u7ae0\uff0c\u5e2e\u52a9\u7528\u6237\u5168\u9762\u7406\u89e3\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>CleverBee \u652f\u6301\u54ea\u4e9b\u6a21\u578b\uff1f<\/strong><br \/>\n\u652f\u6301 Gemini\u3001Claude \u548c\u672c\u5730 GGUF \u6a21\u578b\uff08\u5982 <a href=\"https:\/\/www.kdjingpai.com\/deepseek-chatshena\/\">Deepseek<\/a> R1\u3001Llama\uff09\u3002\u4e91\u6a21\u578b\u6027\u80fd\u66f4\u7a33\u5b9a\uff0c\u672c\u5730\u6a21\u578b\u9002\u5408\u9690\u79c1\u9700\u6c42\u3002<\/li>\n<li><strong>\u5982\u4f55\u964d\u4f4e\u8fd0\u884c\u6210\u672c\uff1f<\/strong><br \/>\n\u4f7f\u7528 NormalizingCache \u7f13\u5b58\u51cf\u5c11\u91cd\u590d\u67e5\u8be2\u3002\u9009\u62e9 Gemini 2.5 Flash \u7b49\u4f4e\u6210\u672c\u6a21\u578b\uff0c\u5e76\u901a\u8fc7\u754c\u9762\u76d1\u63a7\u4ee4\u724c\u4f7f\u7528\u91cf\u3002<\/li>\n<li><strong>\u62a5\u544a\u662f\u5426\u53ef\u9760\uff1f<\/strong><br \/>\n\u62a5\u544a\u57fa\u4e8e\u771f\u5b9e\u6765\u6e90\u5e76\u63d0\u4f9b\u5f15\u8bc1\uff0c\u4f46 AI \u53ef\u80fd\u6709\u5e7b\u89c9\u3002\u5efa\u8bae\u7528\u6237\u6838\u67e5\u5173\u952e\u4fe1\u606f\u3002<\/li>\n<li><strong>\u662f\u5426\u9700\u8981\u7f16\u7a0b\u7ecf\u9a8c\uff1f<\/strong><br \/>\n\u65e0\u9700\u7f16\u7a0b\u7ecf\u9a8c\u3002\u5b89\u88c5\u811a\u672c\u81ea\u52a8\u5316\u914d\u7f6e\uff0cChainlit \u754c\u9762\u64cd\u4f5c\u7b80\u5355\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>CleverBee \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u7814\u7a76\u52a9\u624b\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\uff0c\u7531 SureScaleAI \u5f00\u53d1\u3002\u5b83\u901a\u8fc7\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5982 Gemini \u548c Claude\uff09\u7ed3\u5408\u7f51\u9875\u6d4f\u89c8\u6280\u672f\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u6536\u96c6\u3001\u5206\u6790\u548c\u603b\u7ed3\u4fe1\u606f\uff0c\u751f\u6210\u5e26\u5f15\u8bc1\u7684\u7814\u7a76\u62a5\u544a\u3002\u7528&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62310,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,389],"class_list":["post-30851","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-shengchengshenduyanjiuao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/30851","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=30851"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/30851\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/62310"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=30851"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=30851"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=30851"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}