id: df6bdfeb7eb941b8b411d621e33d457f
parent_id: 
item_type: 1
item_id: 68ec0a9c288a43de80f652587ebb6993
item_updated_time: 1764345623088
title_diff: "[{\"diffs\":[[1,\"再上层楼，让DeepSeek-R1在16G内存，无GPU的Windows笔记本上本地运行！\"]],\"start1\":0,\"start2\":0,\"length1\":0,\"length2\":45}]"
body_diff: "[{\"diffs\":[[1,\"<html>\\\r\\\n<head>\\\r\\\n  <title>再上层楼，让DeepSeek-R1在16G内存，无GPU的Windows笔记本上本地运行！</title>\\\r\\\n  <basefont face=\\\"微软雅黑\\\" size=\\\"2\\\" />\\\r\\\n  <meta http-equiv=\\\"Content-Type\\\" content=\\\"text/html;charset=utf-8\\\" />\\\r\\\n  <meta name=\\\"exporter-version\\\" content=\\\"YXBJ Windows/608924 (zh-CN, DDL); Windows/10.0.0 (Win64); EDAMVersion=V2;\\\"/>\\\r\\\n  <meta name=\\\"content-class\\\" content=\\\"yinxiang.peso.superNote\\\"/>\\\r\\\n  <meta name=\\\"application-data:yinxiang.noteLayout\\\" content=\\\"{\\\"lineSpace\\\":\\\"recommend\\\",\\\"paragraphSpace\\\":\\\"recommend\\\"}\\\"/>\\\r\\\n  <style>\\\r\\\n\\tbody, td {\\\r\\\n\\t  font-family: 微软雅黑;\\\r\\\n\\t  font-size: 12pt;\\\r\\\n\\t}\\\r\\\n  </style>\\\r\\\n</head>\\\r\\\n<body>\\\r\\\n<a name=\\\"38709\\\"></a>\\\r\\\n<h1>再上层楼，让DeepSeek-R1在16G内存，无GPU的Windows笔记本上本地运行！</h1>\\\r\\\n\\\r\\\n<div><span style=\\\"margin:0px;\\\"><div style=\\\"padding:8px 0px;margin:8px auto;max-width:700px;\\\"> <div><span></span></div>\\\n<p></p>\\\n<div style=\\\"--en-blockquote:true;box-sizing: border-box; padding-left: 19px; padding-top: 6px; padding-bottom: 6px; border-left: 3px solid #b4c0cc; background-position: initial initial; background-repeat: initial initial; margin-top: 6px\\\"><div>原文链接: <a href=\\\"http://mp.weixin.qq.com/s?__biz=MzU4NDQ2NzQ1NA==&amp;mid=2247493733&amp;idx=1&amp;sn=d1e84d6d401a9fe7fa02436528dd176c&amp;chksm=fc318faeda3f2eff81f91195458e431be946df1ceec61f43e2eaf22a6c6bef07d02884f872dd&amp;mpshare=1&amp;scene=1&amp;srcid=0321RsCchgsiZR5sGyfV5YPu&amp;sharer_shareinfo=57989c0bd08a166cfb0dbe6570f6a36b&amp;sharer_shareinfo_first=57989c0bd08a166cfb0dbe6570f6a36b#rd\\\"><span>http://mp.weixin.qq.com/s?__biz=MzU4NDQ2NzQ1NA==&amp;mid=2247493...</span></a></div></div>\\\n<p></p>\\\n<div><span></span></div>\\\n<div style=\\\"\\\"><div><div><h1 style=\\\"margin:0\\\"> 再上层楼，让DeepSeek-R1在16G内存，无GPU的Windows笔记本上本地运行！ </h1><div><span style=\\\"position:relative\\\">原创</span><span> Mike </span><span><a style=\\\"position:relative\\\"> 智领云科技 </a></span><span><em></em></span></div><div style=\\\";\\\"><div style=\\\"margin-left: 8px;margin-right: 8px;text-align: justify;line-height: 1.75em;margin-bottom: 16px;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">16G内存笔记本也能跑ChatGPT<span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">❗︎</span></span></div><div style=\\\"margin-left: 8px;margin-right: 8px;text-align: justify;line-height: 1.75em;margin-bottom: 16px;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">Ollama+DeepSeek-R1+LeetTools=简化版ChatGPT<span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">❗︎</span>手把手教程来了<span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">❗︎</span></span></div><div style=\\\"margin-left: 8px;margin-right: 8px;text-align: justify;line-height: 1.75em;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">在一台普通Windows笔记本上，没有GPU显卡，通过使用Ollama、DeepSeek和LeetTools搭建一个本地的问答以及文章编写平台。本文不再具体介绍上述三个工具、模型的功能，<span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">有兴趣的可以从Github上看相应的源码以及ReadMe。</span>前文我们也详细介绍过<span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">Ollama与<span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">LeetTools的</span></span></span><span style=\\\"font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;background-color: rgb(255, 255, 255);color: rgb(0, 82, 255);text-decoration: underline;\\\"><a href=\\\"https://mp.weixin.qq.com/s?__biz=MzU4NDQ2NzQ1NA==&amp;mid=2247493599&amp;idx=1&amp;sn=d4ccdd259e43d13230484c3bdb403f82&amp;scene=21#wechat_redirect\\\" target=\\\"_blank\\\">安装教程</a></span><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;background-color: rgb(255, 255, 255);\\\">。</span></div><div style=\\\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;text-align: left;\\\"><span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);font-size: 14px;color: rgb(0, 122, 170);\\\">Ollama</span><span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);font-size: 14px;color: rgb(0, 122, 170);\\\">：</span><span style=\\\"font-size: 14px;color: rgb(38, 38, 38);font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);text-decoration: underline;\\\">https://github.com/ollama/ollama</span></div><div style=\\\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 16px;text-align: left;\\\"><span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);font-size: 14px;color: rgb(0, 122, 170);\\\">LeetTools：</span><span style=\\\"font-size: 14px;color: rgb(38, 38, 38);font-family: PingFangSC-Light;letter-spacing: 1px;background-color: rgb(255, 255, 255);text-decoration: underline;\\\">https://github.com/leettools-dev/leettools</span></div><div style=\\\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 16px;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;background-color: rgb(255, 255, 255);text-decoration: underline;\\\"><br/></span></div><div><div style=\\\"-webkit-tap-highlight-color: transparent;margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;color: rgb(34, 34, 34);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 16px;background-color: rgb(255, 255, 255);\\\"><div style=\\\"-webkit-tap-highlight-color: transparent;outline: 0px;\\\"><div style=\\\"-webkit-tap-highlight-color: transparent;margin: 10px 8px;outline: 0px;text-align: center;line-height: 2em;\\\"><div style=\\\"-webkit-tap-highlight-color: transparent;outline: 0px;display: inline-block;width: 18px;height: 18px;vertical-align: top;overflow: hidden;background-position: 50% 50%;background-repeat: no-repeat;background-size: contain;background-attachment: scroll;background-image: url(&quot;https://mmbiz.qpic.cn/mmbiz_gif/ncqN8l14plbjCKicKgrfXWNhXmaoacOm8BN3QB92daGZ1uA2XjYCYSMUVI1ROLxrDI9V0aLYrPCO2uicicYNOBrnw/640?wx_fmt=gif&quot;);line-height: 0;\\\"><span style=\\\"-webkit-tap-highlight-color: transparent;outline: 0px;letter-spacing: 1px;font-size: 15px;\\\">’</span></div></div></div></div><div style=\\\"-webkit-tap-highlight-color: transparent;margin-right: 8px;margin-bottom: 0em;margin-left: 8px;outline: 0px;letter-spacing: 0.544px;font-family: system-ui, -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;color: rgb(34, 34, 34);font-size: 16px;background-color: rgb(255, 255, 255);text-align: center;line-height: 2em;\\\"><span style=\\\"-webkit-tap-highlight-color: transparent;outline: 0px;__visibility: visible;letter-spacing: 1px;font-size: 17px;\\\"><strong style=\\\"-webkit-tap-highlight-color: transparent;outline: 0px;color: rgb(50, 109, 249);font-family: -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: justify;__visibility: visible;\\\">演示</strong></span></div><div style=\\\"margin-top: 16px;margin-bottom: 8px;\\\"><span></span></div><p style=\\\"margin:0;text-align:justify;margin-left:8px;margin-right:8px\\\"><span style=\\\"background-color: rgb(255, 255, 255);color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;\\\"></span></p><p style=\\\"margin:0;text-align:justify;margin-bottom:24px;margin-left:0;margin-right:0\\\"><span style=\\\"color: rgb(0, 82, 255);\\\"><strong><span style=\\\"letter-spacing: 1px;font-size: 17px;background-color: rgb(255, 255, 255);-webkit-tap-highlight-color: transparent;outline: 0px;font-family: PingFangSC-Light;__visibility: visible;\\\">📌 </span></strong><strong><span style=\\\"color: rgb(0, 82, 255);background-color: rgb(255, 255, 255);font-family: PingFangSC-Light;letter-spacing: 1px;font-size: 17px;\\\">工具环境准备</span></strong></span></p><div style=\\\"text-align: justify;margin-bottom: 24px;margin-left: 0px;margin-right: 0px;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);letter-spacing: 1px;\\\">按照安装Vscode，安装Anaconda3</span></div><div style=\\\"text-align: center;margin-bottom: 24px;\\\"><img src=\\\":/ec17e146e4a344ebb827a8c170fc5afe\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;width: 578px;height: 198px;\\\"/></div><div style=\\\"text-align: justify;margin-bottom: 24px;line-height: 1.75em;margin-left: 0px;margin-right: 0px;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">在Anaconda3中创建一个新的Python环境（python版本选择3.11），例如：命名为leettools。</span></div><div style=\\\"text-align: center;margin-bottom: 24px;\\\"><img src=\\\":/9f87cec1d457472fb8109c8c2da83ec6\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;width: 556px;height: 300px;\\\"/></div><div style=\\\"text-align: center;margin-bottom: 24px;\\\"><img src=\\\":/e98d2a50f0494ec4b71d51db3f6b034a\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;\\\"/></div><p style=\\\"margin:0;text-align:justify;margin-bottom:24px;line-height:1.75em;margin-left:0;margin-right:0\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">在Vscode中将Python解释环境选择为在Anaconda3中创建的leettools环境。</span></p><div style=\\\"text-align: center;margin-bottom: 24px;\\\"><img src=\\\":/82c62905a74d4c1db3a013422110198e\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;width: 577px;height: 94px;\\\"/></div><p style=\\\"margin:0;text-align:justify;margin-bottom:24px;line-height:1.75em;margin-left:0;margin-right:0\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">从Vscode中拉取Ollama源码以及Leettools源码</span></p><p style=\\\"margin:0;text-align:center\\\"><img src=\\\":/02e377e4e0ae4598bee368898cbea033\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;width: 574px;height: 237px;\\\"/></p><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">打开Ollama的Readme，点击其中windows下载的链接，下载适合Ollama的</span><span style=\\\"cursor: pointer;color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">exe文件</span><span><span></span></span></p><p style=\\\"margin:0;text-align:center\\\"><img src=\\\":/cdb7b13408424886a3eae27c2ae90cdb\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;\\\"/></p><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">在机器上执行Ollama.exe进行Ollama的安装。执行完成后，退出Vscode，并重新打开Vscode。</span></p><p style=\\\"margin:0;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255);margin-bottom:24px;margin-top:32px\\\"><strong style=\\\"font-size: 1.2em;color: rgb(0, 82, 255);letter-spacing: 0.578px;\\\"><span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;-webkit-tap-highlight-color: transparent;outline: 0px;__visibility: visible;\\\">📌</span></strong><span style=\\\"font-size: 1.2em;font-weight: 600;color: rgb(0, 82, 255);\\\"><strong><span style=\\\"font-family: PingFangSC-Light;letter-spacing: 1px;font-size: 17px;\\\"> 本机执行Answer问答</span></strong></span></p><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">在Terminal中执行：</span></p><pre style=\\\"overflow-wrap: initial;background: rgb(248, 248, 250);border-radius: 4px;font-size: 0.9em;overflow: auto;padding: calc(0.888889em);word-break: initial;\\\"><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\">ollama serve</div></pre><div style=\\\"text-align: center;margin-top: 24px;\\\"><img src=\\\":/446c52fdae1c4f6fb26259c83eb34e0e\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;\\\"/></div><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">再新建一个Terminal，其中执行：</span></p><pre style=\\\"overflow-wrap: initial;background: rgb(248, 248, 250);border-radius: 4px;font-size: 0.9em;overflow: auto;padding: calc(0.888889em);word-break: initial;\\\"><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\">ollama pull deepseek-r1:1.5b</div></pre><div style=\\\"text-align: center;margin-top: 24px;\\\"><img src=\\\":/bb76244ac3ae4f9db99715540828ab85\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;\\\"/></div><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">继续执行：</span></p><pre style=\\\"overflow-wrap: initial;background: rgb(248, 248, 250);border-radius: 4px;font-size: 0.9em;overflow: auto;padding: calc(0.888889em);word-break: initial;\\\"><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\">ollama pull nomic-embed-text</div></pre><div style=\\\"text-align: center;margin-top: 24px;\\\"><img src=\\\":/84d67e432ba04cb9b441bae495158bbe\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;\\\"/></div><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">执行以下几条命令：</span></p><pre style=\\\"overflow-wrap: initial;background: rgb(248, 248, 250);border-radius: 4px;font-size: 0.9em;overflow: auto;padding: calc(0.888889em);word-break: initial;\\\"><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\"><span style=\\\"letter-spacing: normal;text-align: start;caret-color: rgb(0, 0, 0);color: rgb(0, 0, 0);\\\"><p style=\\\"margin:0\\\"><span style=\\\"font-size: inherit;\\\">set &quot;LEET_HOME=/Users/myhome/leettools&quot; </span><br/></p><p style=\\\"margin:0\\\">set EDS_DEFAULT_LLM_BASE_URL=https://api.deepseek.com/v1</p><p style=\\\"margin:0\\\">set EDS_LLM_API_KEY=sk-mykey</p><p style=\\\"margin:0\\\">set EDS_DEFAULT_INFERENCE_MODEL=deepseek-chat</p><p style=\\\"margin:0\\\">set EDS_DEFAULT_EMBEDDING_BASE_URL=http://localhost:11434/v1</p><p style=\\\"margin:0\\\">set EDS_EMBEDDING_API_KEY=dummy-key</p><p style=\\\"margin:0\\\">set EDS_DEFAULT_INFERENCE_MODEL=deepseek-r1:1.5b</p><p style=\\\"margin:0\\\">set EDS_DEFAULT_EMBEDDING_MODEL=nomic-embed-text</p><p style=\\\"margin:0\\\">set EDS_EMBEDDING_MODEL_DIMENSION=76<span style=\\\"font-size: inherit;\\\"></span></p></span></div></pre><p style=\\\"margin:0;margin-top:1.4em;color:rgb(25,27,31);font-family:-apple-system,system-ui,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255);margin-bottom:32px\\\"><em><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">注意：需要把第一条命令中的myhome替换成你自己的目录，第三条命令的mykey替换成你自己的DeepSeek API key</span></em></p><div style=\\\"margin-top: 1.4em;color: rgb(25, 27, 31);font-family: -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans SC&quot;, &quot;Noto Sans CJK SC&quot;, &quot;WenQuanYi Micro Hei&quot;, sans-serif;font-size: medium;letter-spacing: normal;text-align: start;white-space: normal;background-color: rgb(255, 255, 255);margin-bottom: 32px;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">通过leet命令来执行，使用answer这个flow进行一个问题的问答。命令为：</span></div><pre style=\\\"overflow-wrap: initial;background: rgb(248, 248, 250);border-radius: 4px;font-size: 0.9em;overflow: auto;padding: calc(0.888889em);word-break: initial;\\\"><div style=\\\"--en-codeblock:true;--en-meta:{&quot;title&quot;:&quot;&quot;,&quot;lang&quot;:&quot;Plain Text&quot;,&quot;theme&quot;:&quot;default&quot;,&quot;showLine&quot;:true,&quot;lineWrap&quot;:true};box-sizing: border-box; padding: 8px; font-family: Monaco, Menlo, Consolas, &quot;Courier New&quot;, monospace; font-size: 12px; color: rgb(51, 51, 51); border-top-left-radius: 4px; border-top-right-radius: 4px; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; background-color: rgb(251, 250, 248); border: 1px solid rgba(0, 0, 0, 0.14902); background-position: initial initial; background-repeat: initial initial; margin-top: 6px;\\\">leet flow -t answer -q &quot;How does the FineTune process Work?&quot; -k llmbook -l info</div></pre><div style=\\\"text-align: center;margin-top: 24px;\\\"><img src=\\\":/851ab699fbec49acbdf3b246e9a7679e\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;width: 576px;height: 304px;\\\"/></div><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">产生的最后结果是用md格式输出的（因为没有指定输出格式，就是用了默认格式以及默认风格），输出的首先是R1的think的推理说明部分</span></p><p style=\\\"margin:0;text-align:center\\\"><img src=\\\":/2d0ca134f8604b568065880173a0a048\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;width: 577px;height: 311px;\\\"/></p><div style=\\\"margin-top: calc(2.24em);margin-bottom: 1.4em;color: rgb(25, 27, 31);font-family: -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Microsoft YaHei&quot;, &quot;Source Han Sans SC&quot;, &quot;Noto Sans CJK SC&quot;, &quot;WenQuanYi Micro Hei&quot;, sans-serif;font-size: medium;letter-spacing: normal;text-align: start;white-space: normal;background-color: rgb(255, 255, 255);\\\"><img src=\\\":/cb0290b534014bf098e29c41639c333d\\\" type=\\\"image/png\\\" data-filename=\\\"640.png\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;display: block;margin-right: auto;margin-left: auto;cursor: zoom-in;width: 690px;\\\" width=\\\"1506\\\"/></div><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">下面输出的是问答结果部分</span></p><p style=\\\"margin:0;text-align:center\\\"><img src=\\\":/ce52af6b78684d61ab3f771b7ff12bd0\\\" type=\\\"image/jpeg\\\" data-filename=\\\"640.jpg\\\" style=\\\"--en-marks:%7B%22align%22%3A%22center%22%7D;width: 574px;height: 241px;\\\"/></p><p style=\\\"margin:0;margin-top:1.4em;margin-bottom:1.4em;color:rgb(25,27,31);font-family:-apple-system,&quot;system-ui&quot;,&quot;Helvetica Neue&quot;,&quot;PingFang SC&quot;,&quot;Microsoft YaHei&quot;,&quot;Source Han Sans SC&quot;,&quot;Noto Sans CJK SC&quot;,&quot;WenQuanYi Micro Hei&quot;,sans-serif;font-size:medium;letter-spacing:normal;text-align:start;white-space:normal;background-color:rgb(255,255,255)\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: justify;letter-spacing: 1px;\\\">有兴趣的可以试试其它的flow类型，看看源码。</span></p></div><p style=\\\"margin:24px 0 8px;letter-spacing:0.578px;white-space:normal;line-height:1.75em\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;\\\">👇点击</span><strong style=\\\"font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: var(--articleFontsize);letter-spacing: 0.034em;\\\"><span style=\\\"font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;color: rgb(0, 82, 255);\\\">阅读原文</span></strong><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;\\\">，获取开源地址</span></p><div style=\\\"line-height: 1.75em;margin-left: 0px;margin-right: 0px;\\\"><span style=\\\"color: rgb(38, 38, 38);font-family: PingFangSC-Light;font-size: 15px;letter-spacing: 1px;\\\">🚀帮我们点亮一颗🌟，愿您的开发之路星光璀璨</span></div></div></div><div><div><div><div style=\\\"display:flex;\\\"><a>阅读原文</a></div></div></div></div></div></div></div></span>\\\n</div></body></html>\\u0000\"]],\"start1\":0,\"start2\":0,\"length1\":0,\"length2\":26995}]"
metadata_diff: {"new":{"id":"68ec0a9c288a43de80f652587ebb6993","parent_id":"f67288c3a0be4374b5d532b5dcc3aabc","latitude":"0.00000000","longitude":"0.00000000","altitude":"0.0000","author":"","source_url":"","is_todo":0,"todo_due":0,"todo_completed":0,"source":"joplin-desktop","source_application":"net.cozic.joplin-desktop","application_data":"","order":1764348836879,"markup_language":2,"is_shared":0,"share_id":"","conflict_original_id":"","master_key_id":"","user_data":"","deleted_time":0},"deleted":[]}
encryption_cipher_text: 
encryption_applied: 0
updated_time: 2025-11-28T21:04:09.031Z
created_time: 2025-11-28T21:04:09.031Z
type_: 13