{"id":292,"date":"2026-05-12T17:28:09","date_gmt":"2026-05-12T09:28:09","guid":{"rendered":"https:\/\/win7er.com\/?p=292"},"modified":"2026-05-12T17:28:09","modified_gmt":"2026-05-12T09:28:09","slug":"github%e6%9c%ac%e5%91%a8%e6%9c%80%e7%83%ad%e9%97%a8%e7%9a%845%e4%b8%aa%e5%bc%80%e6%ba%90%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90%ef%bc%882026-5-6-5-12%ef%bc%89","status":"publish","type":"post","link":"https:\/\/win7er.com\/?p=292","title":{"rendered":"GitHub\u672c\u5468\u6700\u70ed\u95e8\u76845\u4e2a\u5f00\u6e90\u9879\u76ee\u6df1\u5ea6\u89e3\u6790\uff082026.5.6-5.12\uff09"},"content":{"rendered":"<blockquote>\n<p>\u6570\u636e\u91c7\u96c6\u65f6\u95f4\uff1a2026\u5e745\u670812\u65e5 | \u6570\u636e\u6765\u6e90\uff1aGitHub Trending\u3001GitHub\u5b98\u65b9\u7edf\u8ba1<\/p>\n<\/blockquote>\n<hr \/>\n<h2 class=\"wp-block-heading\">\ud83d\udd25 \u9879\u76ee\u4e00\uff1aeverything-claude-code \u2014\u2014 AI\u7f16\u7801\u667a\u80fd\u4f53\u7684&#8221;\u8d85\u7ea7\u5916\u6302&#8221;<\/h2>\n<p><strong>GitHub<\/strong>: <a href=\"https:\/\/github.com\/affaan-m\/everything-claude-code\">affaan-m\/everything-claude-code<\/a><br \/>\n<strong>\u672c\u5468\u65b0\u589e Star<\/strong>: +22,800 \u2b50 | <strong>\u603b\u661f\u6570<\/strong>: \u6301\u7eed\u6500\u5347\u4e2d<br \/>\n<strong>\u8bed\u8a00<\/strong>: \u591a\u8bed\u8a00\u914d\u7f6e<br \/>\n<strong>\u4f5c\u8005<\/strong>: affaan-m<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<p>everything-claude-code \u662f\u4e00\u4e2a<strong>\u667a\u80fd\u4f53\u6027\u80fd\u4f18\u5316\u7cfb\u7edf<\/strong>\uff0c\u5b83\u4e0d\u662f\u66ff\u4ee3 Claude Code\u3001Codex\u3001Cursor \u7b49\u5de5\u5177\uff0c\u800c\u662f\u4e3a\u5b83\u4eec\u63d0\u4f9b\u4e00\u5957\u5b8c\u6574\u7684&#8221;\u589e\u5f3a\u63d2\u4ef6&#8221;\u4f53\u7cfb\u3002\u6838\u5fc3\u5305\u542b\uff1a<\/p>\n<ul>\n<li><strong>Skills\uff08\u6280\u80fd\u5e93\uff09<\/strong>: \u9884\u7f6e\u4e86\u6570\u5341\u79cd\u751f\u4ea7\u7ea7\u7f16\u7801\u6280\u80fd\uff0c\u5982\u4ee3\u7801\u5ba1\u67e5\u3001\u91cd\u6784\u3001\u6d4b\u8bd5\u751f\u6210<\/li>\n<li><strong>Memory\uff08\u8bb0\u5fc6\u7cfb\u7edf\uff09<\/strong>: \u667a\u80fd\u4f53\u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u9879\u76ee\u4e0a\u4e0b\u6587\uff0c\u4e0d\u7528\u6bcf\u6b21\u91cd\u65b0&#8221;\u8ba4\u8bc6&#8221;\u4ee3\u7801\u5e93<\/li>\n<li><strong>Security\uff08\u5b89\u5168\u6846\u67b6\uff09<\/strong>: \u5185\u7f6e\u4ee3\u7801\u5b89\u5168\u626b\u63cf\u89c4\u5219\uff0c\u9632\u6b62AI\u751f\u6210\u5b58\u5728\u6f0f\u6d1e\u7684\u4ee3\u7801<\/li>\n<li><strong>Instincts\uff08\u672c\u80fd\u673a\u5236\uff09<\/strong>: \u8ba9AI\u667a\u80fd\u4f53\u5177\u5907&#8221;\u76f4\u89c9&#8221;\uff0c\u80fd\u4e3b\u52a8\u53d1\u73b0\u6f5c\u5728\u95ee\u9898<\/li>\n<li><strong>MCP\u914d\u7f6e<\/strong>: \u6807\u51c6\u5316\u7684\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\u914d\u7f6e\uff0c\u5bf9\u63a5\u5404\u79cdAI\u5de5\u5177<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u5f53\u524dAI\u7f16\u7801\u5de5\u5177\uff08\u5982Claude Code\uff09\u867d\u7136\u5f3a\u5927\uff0c\u4f46\u5b58\u5728\u4e09\u4e2a\u75db\u70b9\uff1a<\/p>\n<ol>\n<li><strong>\u4e0a\u4e0b\u6587\u4e22\u5931<\/strong>: \u6bcf\u6b21\u65b0\u4f1a\u8bdd\u90fd\u8981\u91cd\u65b0\u7406\u89e3\u9879\u76ee\u7ed3\u6784<\/li>\n<li><strong>\u8d28\u91cf\u4e0d\u7a33\u5b9a<\/strong>: AI\u751f\u6210\u7684\u4ee3\u7801\u7f3a\u5c11\u7edf\u4e00\u7684\u8d28\u91cf\u628a\u63a7<\/li>\n<li><strong>\u80fd\u529b\u5355\u4e00<\/strong>: \u4e0d\u540c\u5de5\u5177\u4e4b\u95f4\u6280\u80fd\u65e0\u6cd5\u590d\u7528<\/li>\n<\/ol>\n<p>everything-claude-code \u901a\u8fc7\u6807\u51c6\u5316\u6846\u67b6\uff0c\u8ba9AI\u7f16\u7801\u4ece&#8221;\u73a9\u5177\u7ea7&#8221;\u8fc8\u5411&#8221;\u751f\u4ea7\u7ea7&#8221;\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u4f01\u4e1a\u7ea7\u4ee3\u7801\u5e93\u7ef4\u62a4<\/strong>: \u5927\u578b\u9879\u76ee\u7684\u81ea\u52a8\u5316\u91cd\u6784\u548c\u5ba1\u67e5<\/li>\n<li><strong>\u591a\u667a\u80fd\u4f53\u534f\u4f5c<\/strong>: \u8ba9Claude Code\u3001Codex\u3001Cursor\u5171\u4eab\u540c\u4e00\u5957\u6280\u80fd\u4f53\u7cfb<\/li>\n<li><strong>\u5b89\u5168\u5408\u89c4\u573a\u666f<\/strong>: \u91d1\u878d\u3001\u533b\u7597\u7b49\u5bf9\u4ee3\u7801\u8d28\u91cf\u8981\u6c42\u6781\u9ad8\u7684\u884c\u4e1a<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<p>\u968f\u7740AI\u7f16\u7801\u5de5\u5177\u7684\u666e\u53ca\uff0c&#8221;AI\u7f16\u7801\u667a\u80fd\u4f53\u7684\u64cd\u4f5c\u7cfb\u7edf&#8221;\u5c06\u6210\u4e3a\u65b0\u8d5b\u9053\u3002everything-claude-code \u7684\u5b9a\u4f4d\u7c7b\u4f3c\u4e8e&#8221;\u667a\u80fd\u4f53\u7684Linux&#8221;\uff0c\u672a\u6765\u53ef\u80fd\u53d1\u5c55\u6210\u4e3a\u884c\u4e1a\u6807\u51c6\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u514b\u9686\u4ed3\u5e93\ngit clone https:\/\/github.com\/affaan-m\/everything-claude-code.git\ncd everything-claude-code\n\n# \u5b89\u88c5\u4f9d\u8d56\nnpm install  # \u6216 pip install -r requirements.txt\n\n# \u914d\u7f6e Claude Code \u63d2\u4ef6\ncp config\/example.claude.json .claude\/config.json\n\n# \u6839\u636e\u9879\u76ee\u9700\u6c42\u542f\u7528\u6280\u80fd\n.claude\/skills\/enable code-review security-scan<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\ud83d\udd25 \u9879\u76ee\u4e8c\uff1aTabPFN \u2014\u2014 \u8868\u683c\u6570\u636e\u7684&#8221;ChatGPT\u65f6\u523b&#8221;<\/h2>\n<p><strong>GitHub<\/strong>: <a href=\"https:\/\/github.com\/PriorLabs\/TabPFN\">PriorLabs\/TabPFN<\/a><br \/>\n<strong>\u672c\u5468\u8d8b\u52bf<\/strong>: GitHub Trending Top 10 | <strong>PyPI<\/strong>: <code>pip install tabpfn<\/code><br \/>\n<strong>\u8bed\u8a00<\/strong>: Python<br \/>\n<strong>\u4f5c\u8005<\/strong>: PriorLabs<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<p>TabPFN \u662f<strong>\u9996\u4e2a\u4e13\u4e3a\u8868\u683c\u6570\u636e\u8bbe\u8ba1\u7684\u57fa\u7840\u6a21\u578b\uff08Foundation Model\uff09<\/strong>\u3002\u4e0eGPT-4\u5904\u7406\u6587\u672c\u3001Stable Diffusion\u5904\u7406\u56fe\u50cf\u4e0d\u540c\uff0cTabPFN\u7784\u51c6\u4e86\u4f01\u4e1a\u4e2d\u6700\u5e38\u89c1\u7684\u6570\u636e\u5f62\u6001\u2014\u2014\u8868\u683c\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u8bad\u7ec3\u67b6\u6784<\/strong>: \u57fa\u4e8eTransformer\uff0c\u4f46\u5728\u8868\u683c\u6570\u636e\u4e0a\u8fdb\u884c\u4e86\u4e13\u95e8\u9884\u8bad\u7ec3<\/li>\n<li><strong>\u96f6\u6837\u672c\/\u5c11\u6837\u672c\u5b66\u4e60<\/strong>: \u65e0\u9700\u5927\u91cf\u8c03\u53c2\uff0c\u5f00\u7bb1\u5373\u7528<\/li>\n<li><strong>\u8d85\u8d8a\u4f20\u7edfML<\/strong>: \u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u51fb\u8d25\u4e86XGBoost\u3001LightGBM\u7b49\u4f20\u7edf\u65b9\u6848<\/li>\n<li><strong>PyPI\u4e00\u952e\u5b89\u88c5<\/strong>: <code>pip install tabpfn<\/code> \u5373\u53ef\u4f7f\u7528<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u8868\u683c\u6570\u636e\u5360\u4f01\u4e1a\u6570\u636e\u768480%\u4ee5\u4e0a\uff0c\u4f46\u4f20\u7edf\u5904\u7406\u65b9\u5f0f\u5b58\u5728\u74f6\u9888\uff1a<\/p>\n<ol>\n<li><strong>\u7279\u5f81\u5de5\u7a0b\u7e41\u91cd<\/strong>: \u9700\u8981\u5927\u91cf\u4eba\u5de5\u5904\u7406\u7f3a\u5931\u503c\u3001\u7f16\u7801\u3001\u5f52\u4e00\u5316<\/li>\n<li><strong>\u6a21\u578b\u8c03\u53c2\u590d\u6742<\/strong>: XGBoost\u7b49\u5de5\u5177\u9700\u8981\u53cd\u590d\u8c03\u53c2\u624d\u80fd\u8fbe\u5230\u6700\u4f73\u6548\u679c<\/li>\n<li><strong>\u6cdb\u5316\u80fd\u529b\u5f31<\/strong>: \u6362\u4e00\u4e2a\u6570\u636e\u96c6\u5c31\u8981\u91cd\u65b0\u8bad\u7ec3<\/li>\n<\/ol>\n<p>TabPFN \u50cfChatGPT\u7406\u89e3\u6587\u672c\u4e00\u6837&#8221;\u7406\u89e3&#8221;\u8868\u683c\u6570\u636e\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u673a\u5668\u5b66\u4e60\u95e8\u69db\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u91d1\u878d\u98ce\u63a7<\/strong>: \u5ba2\u6237\u4fe1\u7528\u8bc4\u5206\u3001\u6b3a\u8bc8\u68c0\u6d4b<\/li>\n<li><strong>\u533b\u7597\u8bca\u65ad<\/strong>: \u57fa\u4e8e\u5316\u9a8c\u5355\u6570\u636e\u7684\u75be\u75c5\u9884\u6d4b<\/li>\n<li><strong>\u7535\u5546\u63a8\u8350<\/strong>: \u7528\u6237\u884c\u4e3a\u8868\u683c\u6570\u636e\u7684\u5feb\u901f\u5efa\u6a21<\/li>\n<li><strong>\u5de5\u4e1a\u8d28\u68c0<\/strong>: \u4f20\u611f\u5668\u6570\u636e\u7684\u5f02\u5e38\u68c0\u6d4b<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<p>\u8868\u683c\u6570\u636e\u57fa\u7840\u6a21\u578b\u6709\u671b\u6210\u4e3a\u4f01\u4e1aAI\u7684&#8221;\u57fa\u7840\u8bbe\u65bd&#8221;\u3002\u672a\u6765\u53ef\u80fd\u51fa\u73b0\uff1a<\/p>\n<ul>\n<li>\u8868\u683c\u6570\u636e\u7684\u591a\u6a21\u6001\u878d\u5408\uff08\u8868\u683c+\u6587\u672c+\u56fe\u50cf\uff09<\/li>\n<li>\u4f01\u4e1a\u79c1\u6709\u8868\u683c\u6570\u636e\u7684\u9886\u57df\u5fae\u8c03<\/li>\n<li>\u66ff\u4ee3\u4f20\u7edfBI\u5de5\u5177\u7684\u667a\u80fd\u5206\u6790\u5f15\u64ce<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u5b89\u88c5\npip install tabpfn\n\n# \u57fa\u7840\u4f7f\u7528\uff08\u4ec5\u97003\u884c\u4ee3\u7801\uff09\nfrom tabpfn import TabPFNClassifier\nimport pandas as pd\n\n# \u52a0\u8f7d\u6570\u636e\ntrain_df = pd.read_csv(&#039;train.csv&#039;)\nX_train, y_train = train_df.drop(&#039;target&#039;, axis=1), train_df[&#039;target&#039;]\n\n# \u8bad\u7ec3\uff08\u65e0\u9700\u8c03\u53c2\uff01\uff09\nmodel = TabPFNClassifier()\nmodel.fit(X_train, y_train)\n\n# \u9884\u6d4b\npredictions = model.predict(X_test)<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\ud83d\udd25 \u9879\u76ee\u4e09\uff1ajcode \u2014\u2014 \u7f16\u7a0b\u667a\u80fd\u4f53\u7684&#8221;\u811a\u624b\u67b6&#8221;<\/h2>\n<p><strong>GitHub<\/strong>: <a href=\"https:\/\/github.com\/1jehuang\/jcode\">1jehuang\/jcode<\/a><br \/>\n<strong>\u672c\u5468\u8d8b\u52bf<\/strong>: GitHub Trending | <strong>\u5b9a\u4f4d<\/strong>: Programming Agent Framework<br \/>\n<strong>\u8bed\u8a00<\/strong>: \u591a\u8bed\u8a00<br \/>\n<strong>\u4f5c\u8005<\/strong>: 1jehuang<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<p>jcode \u662f\u4e00\u4e2a<strong>\u7f16\u7a0b\u667a\u80fd\u4f53\u6846\u67b6\uff08Programming Agent Framework\uff09<\/strong>\uff0c\u4e13\u95e8\u4e3a\u6784\u5efaAI\u7f16\u7a0b\u4ee3\u7406\u800c\u8bbe\u8ba1\uff1a<\/p>\n<ul>\n<li><strong>Agent\u751f\u547d\u5468\u671f\u7ba1\u7406<\/strong>: \u4ece\u521b\u5efa\u3001\u6267\u884c\u5230\u9500\u6bc1\u7684\u5b8c\u6574\u667a\u80fd\u4f53\u7ba1\u7406<\/li>\n<li><strong>\u4ee3\u7801\u611f\u77e5\u80fd\u529b<\/strong>: \u667a\u80fd\u4f53\u80fd\u7406\u89e3\u4ee3\u7801\u7ed3\u6784\u3001\u4f9d\u8d56\u5173\u7cfb\u548c\u8bed\u4e49<\/li>\n<li><strong>\u4efb\u52a1\u7f16\u6392<\/strong>: \u652f\u6301\u591a\u6b65\u9aa4\u7f16\u7a0b\u4efb\u52a1\u7684\u81ea\u52a8\u5206\u89e3\u548c\u6267\u884c<\/li>\n<li><strong>\u53ef\u6269\u5c55\u67b6\u6784<\/strong>: \u63d2\u4ef6\u5316\u8bbe\u8ba1\uff0c\u65b9\u4fbf\u63a5\u5165\u4e0d\u540cLLM\u548c\u5de5\u5177<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u5f53\u524dAI\u7f16\u7a0b\u5de5\u5177\u591a\u4e3a&#8221;\u9ed1\u76d2&#8221;\uff0c\u5f00\u53d1\u8005\u96be\u4ee5\uff1a<\/p>\n<ol>\n<li><strong>\u81ea\u5b9a\u4e49\u884c\u4e3a<\/strong>: \u65e0\u6cd5\u8ba9AI\u6309\u7279\u5b9a\u89c4\u8303\u7f16\u7801<\/li>\n<li><strong>\u96c6\u6210\u5de5\u4f5c\u6d41<\/strong>: \u96be\u4ee5\u5c06AI\u80fd\u529b\u5d4c\u5165CI\/CD\u6d41\u6c34\u7ebf<\/li>\n<li><strong>\u591aAgent\u534f\u4f5c<\/strong>: \u591a\u4e2aAI\u667a\u80fd\u4f53\u4e4b\u95f4\u65e0\u6cd5\u534f\u540c\u5de5\u4f5c<\/li>\n<\/ol>\n<p>jcode \u63d0\u4f9b\u4e86\u4e00\u4e2a&#8221;\u811a\u624b\u67b6&#8221;\uff0c\u8ba9\u5f00\u53d1\u8005\u53ef\u4ee5\u50cf\u642d\u79ef\u6728\u4e00\u6837\u6784\u5efa\u81ea\u5df1\u7684\u7f16\u7a0b\u667a\u80fd\u4f53\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u81ea\u52a8\u5316CR\uff08\u4ee3\u7801\u5ba1\u67e5\uff09<\/strong>: \u90e8\u7f72\u667a\u80fd\u4f53\u81ea\u52a8\u5ba1\u67e5PR<\/li>\n<li><strong>\u9057\u7559\u4ee3\u7801\u91cd\u6784<\/strong>: \u8ba9AI\u667a\u80fd\u4f53\u6309\u7279\u5b9a\u7b56\u7565\u9010\u6b65\u91cd\u6784\u8001\u4ee3\u7801<\/li>\n<li><strong>\u591a\u8bed\u8a00\u9879\u76ee\u7ef4\u62a4<\/strong>: \u7edf\u4e00\u7ba1\u7406Python\u3001Java\u3001JS\u7b49\u591a\u8bed\u8a00\u4ee3\u7801\u5e93<\/li>\n<li><strong>\u7f16\u7a0b\u6559\u5b66<\/strong>: \u6784\u5efa\u4e2a\u6027\u5316\u7684AI\u7f16\u7a0b\u5bfc\u5e08<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<p>\u7f16\u7a0b\u667a\u80fd\u4f53\u6846\u67b6\u5c06\u4ece&#8221;\u5355\u5175\u4f5c\u6218&#8221;\u8d70\u5411&#8221;\u56e2\u961f\u534f\u4f5c&#8221;\u3002\u672a\u6765\u7684\u8f6f\u4ef6\u5f00\u53d1\u53ef\u80fd\u662f\uff1a<\/p>\n<ul>\n<li>\u4e00\u4e2a\u67b6\u6784\u5e08\u667a\u80fd\u4f53\u8d1f\u8d23\u8bbe\u8ba1<\/li>\n<li>\u591a\u4e2a\u5f00\u53d1\u667a\u80fd\u4f53\u5e76\u884c\u7f16\u7801<\/li>\n<li>\u4e00\u4e2a\u6d4b\u8bd5\u667a\u80fd\u4f53\u81ea\u52a8\u9a8c\u8bc1\njcode \u6b63\u662f\u8fd9\u4e00\u8d8b\u52bf\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u514b\u9686\u9879\u76ee\ngit clone https:\/\/github.com\/1jehuang\/jcode.git\ncd jcode\n\n# \u5b89\u88c5\npip install -e .\n\n# \u521b\u5efa\u7b2c\u4e00\u4e2a\u667a\u80fd\u4f53\njcode agent create --name my-coder --model gpt-4.1\n\n# \u5b9a\u4e49\u4efb\u52a1\u63cf\u8ff0\njcode task define --agent my-coder --file task.yaml\n\n# \u6267\u884c\u4efb\u52a1\njcode task run --id task-001<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\ud83d\udd25 \u9879\u76ee\u56db\uff1aLocal Deep Research \u2014\u2014 \u672c\u5730\u5316\u7684&#8221;\u6df1\u5ea6\u7814\u7a76\u4e13\u5bb6&#8221;<\/h2>\n<p><strong>GitHub<\/strong>: <a href=\"https:\/\/github.com\/LearningCircuit\/local-deep-research\">LearningCircuit\/local-deep-research<\/a><br \/>\n<strong>\u672c\u5468\u4eae\u70b9<\/strong>: ~95% SimpleQA\u51c6\u786e\u7387 | <strong>\u7279\u70b9<\/strong>: \u5b8c\u5168\u672c\u5730\u8fd0\u884c<br \/>\n<strong>\u8bed\u8a00<\/strong>: Python<br \/>\n<strong>\u4f5c\u8005<\/strong>: LearningCircuit<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<p>Local Deep Research \u662f<strong>\u9996\u4e2a\u80fd\u5728\u5355\u5f20RTX 3090\u663e\u5361\u4e0a\u5b9e\u73b0~95% SimpleQA\u51c6\u786e\u7387\u7684\u5b8c\u5168\u672c\u5730\u5316\u6df1\u5ea6\u7814\u7a76\u5de5\u5177<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u5b8c\u5168\u672c\u5730\u5316<\/strong>: LLM + \u641c\u7d22\u5168\u90e8\u53ef\u81ea\u6258\u7ba1\uff0c\u6570\u636e\u4e0d\u51fa\u672c\u5730<\/li>\n<li><strong>\u591a\u6e90\u641c\u7d22<\/strong>: \u652f\u6301arXiv\u3001PubMed\u3001\u7f51\u9875\u3001\u79c1\u6709\u6587\u6863\u7b4910+\u641c\u7d22\u5f15\u64ce<\/li>\n<li><strong>\u591aLLM\u652f\u6301<\/strong>: Ollama\u3001llama.cpp\u3001Google\u3001Anthropic\u7b49<\/li>\n<li><strong>\u5f15\u7528\u6eaf\u6e90<\/strong>: \u6240\u6709\u7ed3\u8bba\u90fd\u9644\u5e26\u6765\u6e90\u5f15\u7528\uff0c\u786e\u4fdd\u53ef\u4fe1\u5ea6<\/li>\n<li><strong>\u9690\u79c1\u52a0\u5bc6<\/strong>: \u6240\u6709\u7814\u7a76\u8fc7\u7a0b\u672c\u5730\u52a0\u5bc6<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u73b0\u6709AI\u7814\u7a76\u5de5\u5177\uff08\u5982Perplexity\u3001ChatGPT\uff09\u5b58\u5728\u9690\u79c1\u9690\u60a3\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u6cc4\u9732\u98ce\u9669<\/strong>: \u7814\u7a76\u5185\u5bb9\u4e0a\u4f20\u5230\u4e91\u7aef<\/li>\n<li><strong>\u6210\u672c\u4e0d\u53ef\u63a7<\/strong>: API\u8c03\u7528\u8d39\u7528\u968f\u4f7f\u7528\u91cf\u6fc0\u589e<\/li>\n<li><strong>\u7f51\u7edc\u4f9d\u8d56<\/strong>: \u65e0\u6cd5\u5728\u5185\u7f51\u6216\u79bb\u7ebf\u73af\u5883\u4f7f\u7528<\/li>\n<\/ol>\n<p>Local Deep Research \u8ba9\u4f01\u4e1a\u53ef\u4ee5\u5728\u5b8c\u5168\u9694\u79bb\u7684\u73af\u5883\u4e2d\u5b8c\u6210\u4e13\u4e1a\u7ea7\u7814\u7a76\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u836f\u4f01\u7814\u53d1<\/strong>: \u5728\u9694\u79bb\u7f51\u7edc\u4e2d\u5206\u6790\u6587\u732e\u548c\u4e13\u5229<\/li>\n<li><strong>\u91d1\u878d\u673a\u6784<\/strong>: \u672c\u5730\u5316\u7814\u62a5\u751f\u6210\uff0c\u9632\u6b62\u4fe1\u606f\u6cc4\u9732<\/li>\n<li><strong>\u653f\u5e9c\u90e8\u95e8<\/strong>: \u6d89\u5bc6\u6587\u6863\u7684\u667a\u80fd\u5316\u5206\u6790<\/li>\n<li><strong>\u4e2a\u4eba\u9690\u79c1<\/strong>: \u4e2a\u4eba\u7528\u6237\u5b8c\u5168\u638c\u63a7\u81ea\u5df1\u7684\u7814\u7a76\u6570\u636e<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<p>&#8220;\u672c\u5730\u5316AI&#8221;\u5c06\u6210\u4e3a\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u6807\u914d\u3002\u672a\u6765\u53ef\u80fd\u51fa\u73b0\uff1a<\/p>\n<ul>\n<li>\u884c\u4e1a\u4e13\u7528\u672c\u5730\u77e5\u8bc6\u5e93\uff08\u6cd5\u5f8b\u3001\u533b\u7597\u3001\u91d1\u878d\uff09<\/li>\n<li>\u672c\u5730\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u7814\u7a76\u7f51\u7edc<\/li>\n<li>\u8fb9\u7f18\u8bbe\u5907\u4e0a\u7684\u8f7b\u91cf\u7ea7\u7814\u7a76\u52a9\u624b<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u514b\u9686\u4ed3\u5e93\ngit clone https:\/\/github.com\/LearningCircuit\/local-deep-research.git\ncd local-deep-research\n\n# \u521b\u5efa\u865a\u62df\u73af\u5883\npython -m venv venv\nsource venv\/bin\/activate  # Linux\/Mac\n# \u6216 venv\\Scripts\\activate  # Windows\n\n# \u5b89\u88c5\u4f9d\u8d56\npip install -r requirements.txt\n\n# \u914d\u7f6e\u672c\u5730LLM\uff08\u4ee5Ollama\u4e3a\u4f8b\uff09\nollama pull qwen3.6:27b\n\n# \u8fd0\u884c\u7814\u7a76\npython -m local_deep_research &quot;\u91cf\u5b50\u8ba1\u7b97\u5728\u836f\u7269\u53d1\u73b0\u4e2d\u7684\u6700\u65b0\u8fdb\u5c55&quot; \\\n  --llm ollama:qwen3.6:27b \\\n  --sources arxiv,pubmed,web<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\ud83d\udd25 \u9879\u76ee\u4e94\uff1aNext AI Draw.io \u2014\u2014 \u7528\u81ea\u7136\u8bed\u8a00&#8221;\u753b&#8221;\u4e13\u4e1a\u56fe\u8868<\/h2>\n<p><strong>GitHub<\/strong>: <a href=\"https:\/\/github.com\/DayuanJiang\/next-ai-draw-io\">DayuanJiang\/next-ai-draw-io<\/a><br \/>\n<strong>\u672c\u5468\u65b0\u589e<\/strong>: +4,500 \u2b50 | <strong>\u603b\u661f\u6570<\/strong>: 27.9k \u2b50<br \/>\n<strong>\u8bed\u8a00<\/strong>: TypeScript\/Next.js<br \/>\n<strong>\u4f5c\u8005<\/strong>: DayuanJiang<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<p>Next AI Draw.io \u5c06 <strong>AI\u80fd\u529b\u6df1\u5ea6\u96c6\u6210\u5230draw.io\u56fe\u8868\u5de5\u5177<\/strong> \u4e2d\uff0c\u5b9e\u73b0\u4e86&#8221;\u8bf4\u4eba\u8bdd\uff0c\u51fa\u56fe\u8868&#8221;\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u751f\u6210<\/strong>: &#8220;\u753b\u4e00\u4e2a\u5fae\u670d\u52a1\u67b6\u6784\u56fe&#8221; \u2192 \u81ea\u52a8\u751f\u6210\u4e13\u4e1a\u56fe\u8868<\/li>\n<li><strong>\u56fe\u50cf\u8bc6\u522b\u590d\u523b<\/strong>: \u4e0a\u4f20\u624b\u7ed8\u8349\u56fe\u6216\u622a\u56fe\uff0cAI\u81ea\u52a8\u8f6c\u4e3a\u89c4\u8303\u56fe\u8868<\/li>\n<li><strong>\u4ea4\u4e92\u5f0f\u4fee\u6539<\/strong>: \u7528\u5bf9\u8bdd\u65b9\u5f0f\u4fee\u6539\u56fe\u8868\uff08&#8221;\u628a\u6570\u636e\u5e93\u6362\u6210PostgreSQL&#8221;\uff09<\/li>\n<li><strong>AI\u8f85\u52a9\u53ef\u89c6\u5316<\/strong>: \u81ea\u52a8\u63a8\u8350\u6700\u4f73\u5e03\u5c40\u3001\u914d\u8272\u548c\u56fe\u6807<\/li>\n<li><strong>\u5bfc\u51fa\u591a\u683c\u5f0f<\/strong>: \u652f\u6301PNG\u3001SVG\u3001PDF\u3001XML\u7b49\u591a\u79cd\u683c\u5f0f<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u56fe\u8868\u7ed8\u5236\u662f\u6280\u672f\u6c9f\u901a\u7684\u521a\u9700\uff0c\u4f46\u5b58\u5728\u75db\u70b9\uff1a<\/p>\n<ol>\n<li><strong>\u5b66\u4e60\u6210\u672c\u9ad8<\/strong>: draw.io\u529f\u80fd\u5f3a\u5927\u4f46\u4e0a\u624b\u95e8\u69db\u9ad8<\/li>\n<li><strong>\u8017\u65f6\u8d39\u529b<\/strong>: \u753b\u4e00\u5f20\u67b6\u6784\u56fe\u53ef\u80fd\u9700\u89811-2\u5c0f\u65f6<\/li>\n<li><strong>\u98ce\u683c\u4e0d\u7edf\u4e00<\/strong>: \u56e2\u961f\u5185\u56fe\u8868\u98ce\u683c\u5404\u5f02\uff0c\u5f71\u54cd\u4e13\u4e1a\u5ea6<\/li>\n<\/ol>\n<p>Next AI Draw.io \u8ba9&#8221;10\u79d2\u51fa\u56fe&#8221;\u6210\u4e3a\u73b0\u5b9e\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u6280\u672f\u67b6\u6784\u8bc4\u5ba1<\/strong>: \u5feb\u901f\u751f\u6210\u7cfb\u7edf\u67b6\u6784\u56fe\u3001\u6570\u636e\u6d41\u56fe<\/li>\n<li><strong>\u4ea7\u54c1\u539f\u578b\u8bbe\u8ba1<\/strong>: \u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4ea7\u54c1\u6d41\u7a0b\uff0c\u81ea\u52a8\u751f\u6210\u6d41\u7a0b\u56fe<\/li>\n<li><strong>\u6559\u5b66\u57f9\u8bad<\/strong>: \u8bb2\u5e08\u53e3\u8ff0\u6982\u5ff5\uff0cAI\u5b9e\u65f6\u751f\u6210\u793a\u610f\u56fe<\/li>\n<li><strong>\u4f1a\u8bae\u7eaa\u8981<\/strong>: \u5c06\u8ba8\u8bba\u5185\u5bb9\u5b9e\u65f6\u8f6c\u4e3a\u53ef\u89c6\u5316\u56fe\u8868<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<p>&#8220;AI\u53ef\u89c6\u5316&#8221;\u5c06\u6210\u4e3a\u6807\u51c6\u5de5\u4f5c\u6d41\u7a0b\u3002\u672a\u6765\u53ef\u80fd\u51fa\u73b0\uff1a<\/p>\n<ul>\n<li>\u4e0eNotion\u3001\u98de\u4e66\u7b49\u534f\u4f5c\u5de5\u5177\u6df1\u5ea6\u96c6\u6210<\/li>\n<li>\u4ece\u4ee3\u7801\u81ea\u52a8\u751f\u6210\u67b6\u6784\u56fe\uff08\u53cd\u5411\u5de5\u7a0b\uff09<\/li>\n<li>\u52a8\u6001\u56fe\u8868\uff08\u6570\u636e\u9a71\u52a8\u7684\u5b9e\u65f6\u66f4\u65b0\u56fe\u8868\uff09<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u90e8\u7f72\u914d\u7f6e<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u514b\u9686\u9879\u76ee\ngit clone https:\/\/github.com\/DayuanJiang\/next-ai-draw-io.git\ncd next-ai-draw-io\n\n# \u5b89\u88c5\u4f9d\u8d56\nnpm install\n\n# \u914d\u7f6eAI\u63a5\u53e3\uff08\u4ee5OpenAI\u4e3a\u4f8b\uff09\ncp .env.example .env\n# \u7f16\u8f91 .env \u6587\u4ef6\uff0c\u586b\u5165 OPENAI_API_KEY\n\n# \u8fd0\u884c\u5f00\u53d1\u670d\u52a1\u5668\nnpm run dev\n\n# \u6253\u5f00 http:\/\/localhost:3000\n# \u5728\u8f93\u5165\u6846\u4e2d\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4f60\u60f3\u8981\u7684\u56fe\u8868<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\ud83d\udcca \u672c\u5468\u8d8b\u52bf\u603b\u7ed3<\/h2>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th style=\"text-align: center\">\u6392\u540d<\/th>\n<th style=\"text-align: left\">\u9879\u76ee<\/th>\n<th style=\"text-align: left\">\u6838\u5fc3\u5b9a\u4f4d<\/th>\n<th style=\"text-align: center\">\u672c\u5468\u70ed\u5ea6<\/th>\n<th style=\"text-align: left\">\u6280\u672f\u4eae\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: center\">1<\/td>\n<td style=\"text-align: left\">everything-claude-code<\/td>\n<td style=\"text-align: left\">AI\u7f16\u7801\u667a\u80fd\u4f53\u64cd\u4f5c\u7cfb\u7edf<\/td>\n<td style=\"text-align: center\">\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<td style=\"text-align: left\">22,800+\u65b0\u589eStar\uff0c\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u6846\u67b6<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">2<\/td>\n<td style=\"text-align: left\">TabPFN<\/td>\n<td style=\"text-align: left\">\u8868\u683c\u6570\u636e\u57fa\u7840\u6a21\u578b<\/td>\n<td style=\"text-align: center\">\u2b50\u2b50\u2b50\u2b50\u2b50<\/td>\n<td style=\"text-align: left\">\u8868\u683c\u6570\u636e\u9886\u57df\u7684&#8221;ChatGPT&#8221;<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">3<\/td>\n<td style=\"text-align: left\">jcode<\/td>\n<td style=\"text-align: left\">\u7f16\u7a0b\u667a\u80fd\u4f53\u6846\u67b6<\/td>\n<td style=\"text-align: center\">\u2b50\u2b50\u2b50\u2b50<\/td>\n<td style=\"text-align: left\">\u6807\u51c6\u5316\u7684Agent\u6784\u5efa\u811a\u624b\u67b6<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">4<\/td>\n<td style=\"text-align: left\">Local Deep Research<\/td>\n<td style=\"text-align: left\">\u672c\u5730\u6df1\u5ea6\u7814\u7a76\u5de5\u5177<\/td>\n<td style=\"text-align: center\">\u2b50\u2b50\u2b50\u2b50<\/td>\n<td style=\"text-align: left\">95%\u51c6\u786e\u7387+\u5b8c\u5168\u672c\u5730\u8fd0\u884c<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center\">5<\/td>\n<td style=\"text-align: left\">Next AI Draw.io<\/td>\n<td style=\"text-align: left\">AI\u56fe\u8868\u751f\u6210\u5de5\u5177<\/td>\n<td style=\"text-align: center\">\u2b50\u2b50\u2b50\u2b50<\/td>\n<td style=\"text-align: left\">\u81ea\u7136\u8bed\u8a00\u2192\u4e13\u4e1a\u56fe\u8868<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<h3 class=\"wp-block-heading\">\ud83d\udd2e \u884c\u4e1a\u6d1e\u5bdf<\/h3>\n<p><strong>\u672c\u5468GitHub\u8d8b\u52bf\u53cd\u6620\u51fa\u4e09\u5927\u65b9\u5411<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>AI Agent\u57fa\u7840\u8bbe\u65bd\u5316<\/strong>: \u4ece\u5355\u4e00\u5de5\u5177\u8d70\u5411\u6846\u67b6\u548c\u64cd\u4f5c\u7cfb\u7edf\uff08everything-claude-code\u3001jcode\uff09<\/li>\n<li><strong>\u5782\u76f4\u9886\u57dfFoundation Model<\/strong>: AI\u4ece\u901a\u7528\u8d70\u5411\u4e13\u7528\uff08TabPFN\u4e13\u6ce8\u8868\u683c\u6570\u636e\uff09<\/li>\n<li><strong>\u672c\u5730\u5316\u4e0e\u9690\u79c1\u4f18\u5148<\/strong>: \u4f01\u4e1a\u7ea7\u5e94\u7528\u8981\u6c42\u6570\u636e\u4e0d\u51fa\u672c\u5730\uff08Local Deep Research\uff09<\/li>\n<\/ol>\n<p><strong>\u5efa\u8bae\u5173\u6ce8\u65b9\u5411<\/strong>\uff1a<\/p>\n<ul>\n<li>\u5982\u679c\u4f60\u662f<strong>\u5f00\u53d1\u8005<\/strong>: \u91cd\u70b9\u7814\u7a76 everything-claude-code \u548c jcode\uff0c\u5b83\u4eec\u4ee3\u8868\u4e86\u7f16\u7801\u8303\u5f0f\u7684\u8f6c\u53d8<\/li>\n<li>\u5982\u679c\u4f60\u662f<strong>\u6570\u636e\u79d1\u5b66\u5bb6<\/strong>: TabPFN \u53ef\u80fd\u98a0\u8986\u4f60\u7684\u5efa\u6a21\u5de5\u4f5c\u6d41<\/li>\n<li>\u5982\u679c\u4f60\u662f<strong>\u4f01\u4e1a\u51b3\u7b56\u8005<\/strong>: Local Deep Research \u63d0\u4f9b\u4e86\u5408\u89c4\u7684AI\u7814\u7a76\u65b9\u6848<\/li>\n<li>\u5982\u679c\u4f60\u662f<strong>\u4ea7\u54c1\u7ecf\u7406<\/strong>: Next AI Draw.io \u80fd\u5927\u5e45\u63d0\u5347\u4f60\u7684\u6c9f\u901a\u6548\u7387<\/li>\n<\/ul>\n<hr \/>\n<blockquote>\n<p><strong>\u514d\u8d23\u58f0\u660e<\/strong>: \u672c\u6587\u6570\u636e\u622a\u81f32026\u5e745\u670812\u65e5\uff0cGitHub\u661f\u6570\u5b9e\u65f6\u53d8\u52a8\uff0c\u8bf7\u4ee5\u5b98\u65b9\u9875\u9762\u4e3a\u51c6\u3002\u9879\u76ee\u9009\u578b\u8bf7\u6839\u636e\u5b9e\u9645\u4e1a\u52a1\u9700\u6c42\u8bc4\u4f30\u3002<\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>\u6570\u636e\u91c7\u96c6\u65f6\u95f4\uff1a2026\u5e745\u670812\u65e5 | \u6570\u636e\u6765\u6e90\uff1aGitHub Trending\u3001GitHub\u5b98\u65b9\u7edf\u8ba1 \ud83d\udd25 \u9879 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