{"id":325,"date":"2026-06-16T13:46:15","date_gmt":"2026-06-16T05:46:15","guid":{"rendered":"https:\/\/win7er.com\/?p=325"},"modified":"2026-06-16T13:46:15","modified_gmt":"2026-06-16T05:46:15","slug":"2026%e5%b9%b46%e6%9c%88%e7%ac%ac%e4%ba%8c%e5%91%a8github%e6%9c%80%e7%83%ad%e9%97%a85%e4%b8%aa%e5%bc%80%e6%ba%90ai%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/win7er.com\/?p=325","title":{"rendered":"2026\u5e746\u6708\u7b2c\u4e8c\u5468GitHub\u6700\u70ed\u95e85\u4e2a\u5f00\u6e90AI\u9879\u76ee\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"<blockquote>\n<p><strong>\u6570\u636e\u65f6\u95f4<\/strong>: 2026\u5e746\u67089\u65e5-16\u65e5 | <strong>\u6570\u636e\u6765\u6e90<\/strong>: GitHub Trending + \u793e\u533a\u6d3b\u8dc3\u5ea6\u5206\u6790<\/p>\n<\/blockquote>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u76ee\u5f55<\/h2>\n<ol>\n<li><a href=\"#1-goose\">Goose &#8211; Block\u5f00\u6e90\u7684\u901a\u7528AI Agent<\/a><\/li>\n<li><a href=\"#2-opencode\">OpenCode &#8211; 160K+\u2b50\u7684\u6a21\u578b\u65e0\u5173AI\u7f16\u7801\u4ee3\u7406<\/a><\/li>\n<li><a href=\"#3-firecrawl\">Firecrawl &#8211; 110K+\u2b50\u7684AI\u7f51\u9875\u6293\u53d6\u57fa\u7840\u8bbe\u65bd<\/a><\/li>\n<li><a href=\"#4-open-notebook\">Open-Notebook &#8211; \u5f00\u6e90NotebookLM\u66ff\u4ee3\u65b9\u6848<\/a><\/li>\n<li><a href=\"#5-openmed\">OpenMed &#8211; \u672c\u5730\u4f18\u5148\u7684\u533b\u7597AI\u5e73\u53f0<\/a><\/li>\n<\/ol>\n<hr \/>\n<h2 class=\"wp-block-heading\">1. Goose \ud83e\udd86<\/h2>\n<p><strong>GitHub<\/strong>: <code>block\/goose<\/code> | <strong>Stars<\/strong>: \u5feb\u901f\u589e\u957f\u4e2d | <strong>\u8bed\u8a00<\/strong>: Rust<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<ul>\n<li><strong>\u5168\u5468\u671fAI Agent<\/strong>: \u4e0d\u53ea\u662f\u4ee3\u7801\u5efa\u8bae\uff0c\u8fd8\u80fd\u6267\u884c\u5b89\u88c5\u3001\u7f16\u8f91\u3001\u6d4b\u8bd5\u7b49\u5b8c\u6574\u5f00\u53d1\u6d41\u7a0b<\/li>\n<li><strong>\u6a21\u578b\u65e0\u5173<\/strong>: \u652f\u6301\u4efb\u4f55LLM\uff08Claude\u3001GPT\u3001Gemini\u3001DeepSeek\u3001Ollama\u7b49\uff09<\/li>\n<li><strong>MCP\u539f\u751f\u652f\u6301<\/strong>: \u5185\u7f6eModel Context Protocol\uff0c\u53ef\u8fde\u63a570+\u6269\u5c55<\/li>\n<li><strong>\u591a\u5e73\u53f0<\/strong>: \u652f\u6301macOS\/Linux\/Windows\u684c\u9762\u5e94\u7528 + CLI + API<\/li>\n<li><strong>Rust\u6784\u5efa<\/strong>: \u9ad8\u6027\u80fd\u3001\u53ef\u79fb\u690d<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u4f20\u7edfAI\u7f16\u7801\u5de5\u5177\uff08\u5982GitHub Copilot\uff09\u53ea\u80fd\u63d0\u4f9b\u4ee3\u7801\u7247\u6bb5\u5efa\u8bae\uff0c\u800cGoose\u80fd<strong>\u4e3b\u52a8\u6267\u884c<\/strong>\u5f00\u53d1\u4efb\u52a1\uff1a<\/p>\n<ul>\n<li>\u81ea\u52a8\u521b\u5efa\u9879\u76ee\u7ed3\u6784\u548c\u6587\u4ef6<\/li>\n<li>\u5b9e\u73b0\u8def\u7531\u3001\u6570\u636e\u6a21\u578b\u548c\u8ba4\u8bc1\u903b\u8f91<\/li>\n<li>\u5b89\u88c5\u4f9d\u8d56\u5e76\u8fd0\u884c\u6d4b\u8bd5<\/li>\n<li>\u751f\u6210API\u6587\u6863<\/li>\n<li>\u8fde\u63a5\u6570\u636e\u5e93\u3001GitHub\u3001Google Drive\u7b49\u5916\u90e8\u5de5\u5177<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5168\u6808\u5f00\u53d1<\/td>\n<td>\u4e00\u952e\u751f\u6210\u5b8c\u6574\u7684Web\u5e94\u7528\u540e\u7aef<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41<\/td>\n<td>\u8fde\u63a5\u5404\u79cdAPI\u548c\u6570\u636e\u6e90\u8fdb\u884c\u81ea\u52a8\u5316\u64cd\u4f5c<\/td>\n<\/tr>\n<tr>\n<td>\u7814\u7a76\u5206\u6790<\/td>\n<td>\u4e0d\u53ea\u662f\u7f16\u7801\uff0c\u8fd8\u80fd\u505a\u6570\u636e\u5206\u6790\u3001\u5199\u4f5c\u3001\u7814\u7a76<\/td>\n<\/tr>\n<tr>\n<td>DevOps<\/td>\n<td>\u81ea\u52a8\u5316\u90e8\u7f72\u3001\u6d4b\u8bd5\u3001\u76d1\u63a7\u4efb\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li><strong>AI Agent\u65f6\u4ee3<\/strong>: 2026\u5e74\u88ab\u4e1a\u754c\u79f0\u4e3a&#8221;Agent\u5143\u5e74&#8221;\uff0cGoose\u4ee3\u8868\u4e86\u4ece&#8221;\u52a9\u624b&#8221;\u5230&#8221;\u6267\u884c\u8005&#8221;\u7684\u6f14\u8fdb<\/li>\n<li><strong>MCP\u751f\u6001<\/strong>: \u968f\u7740MCP\u534f\u8bae\u666e\u53ca\uff0cGoose\u7684\u6269\u5c55\u80fd\u529b\u5c06\u6301\u7eed\u589e\u5f3a<\/li>\n<li><strong>\u4f01\u4e1a\u91c7\u7528<\/strong>: Block\uff08\u539fSquare\uff09\u80cc\u4e66\uff0c\u4f01\u4e1a\u7ea7\u5e94\u7528\u573a\u666f\u5e7f\u6cdb<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5feb\u901f\u90e8\u7f72<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># macOS (\u63a8\u8350)\nbrew install block\/tap\/goose\n\n# \u8de8\u5e73\u53f0 (Python 3.10+)\npip install goose-ai\n\n# \u542f\u52a8\u4f1a\u8bdd\ngoose session\n\n# \u914d\u7f6eMCP\u6269\u5c55\ncat ~\/.config\/goose\/config.yaml\nmcp_servers:\n  - name: filesystem\n    command: npx\n    args: [&quot;-y&quot;, &quot;@modelcontextprotocol\/server-filesystem&quot;, &quot;~\/projects&quot;]\n  - name: github\n    command: npx\n    args: [&quot;-y&quot;, &quot;@modelcontextprotocol\/server-github&quot;]\n    env:\n      GITHUB_TOKEN: ${GITHUB_TOKEN}<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">2. OpenCode \ud83d\udcbb<\/h2>\n<p><strong>GitHub<\/strong>: <code>opencode\/opencode<\/code> | <strong>Stars<\/strong>: 160,000+ | <strong>\u6708\u6d3b\u5f00\u53d1\u8005<\/strong>: 750\u4e07+ | <strong>\u8bed\u8a00<\/strong>: TypeScript<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<ul>\n<li><strong>\u6a21\u578b\u65e0\u5173<\/strong>: \u652f\u630175+ AI\u63d0\u4f9b\u5546\uff08Claude\u3001GPT\u3001Gemini\u3001Ollama\u3001DeepSeek\u7b49\uff09<\/li>\n<li><strong>\u7ec8\u7aef\u539f\u751f<\/strong>: \u5b8c\u5168\u5728\u7ec8\u7aef\u8fd0\u884c\uff0c\u65e0\u9700IDE<\/li>\n<li><strong>\u6570\u636e\u9690\u79c1<\/strong>: \u4ee3\u7801\u4e0d\u5b58\u50a8\u5728\u4efb\u4f55\u5916\u90e8\u670d\u52a1\u5668<\/li>\n<li><strong>\u5f00\u6e90\u514d\u8d39<\/strong>: Apache 2.0\u534f\u8bae\uff0c\u81ea\u5e26API Key\u5373\u53ef\u514d\u8d39\u4f7f\u7528<\/li>\n<li><strong>\u5e9e\u5927\u793e\u533a<\/strong>: 900+\u8d21\u732e\u8005\uff0c13,000+ commits<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>\u75db\u70b9<\/th>\n<th>OpenCode\u89e3\u51b3\u65b9\u6848<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5382\u5546\u9501\u5b9a<\/td>\n<td>\u652f\u630175+\u6a21\u578b\uff0c\u968f\u65f6\u5207\u6362<\/td>\n<\/tr>\n<tr>\n<td>\u8ba2\u9605\u8d39\u7528<\/td>\n<td>Claude Code $100-200\/\u6708 vs OpenCode\u514d\u8d39<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u7aef\u4f9d\u8d56<\/td>\n<td>\u672c\u5730\u8fd0\u884c\uff0c\u4ee3\u7801\u4e0d\u4e0a\u4f20<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u5355\u4e00<\/td>\n<td>\u7b80\u5355\u4efb\u52a1\u7528GPT-4o mini\uff0c\u590d\u6742\u67b6\u6784\u7528Claude Opus 4.7<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u65e5\u5e38\u7f16\u7801<\/strong>: \u5feb\u901f\u95ee\u7b54\u3001\u4ee3\u7801\u8865\u5168\u3001\u91cd\u6784<\/li>\n<li><strong>\u67b6\u6784\u8bbe\u8ba1<\/strong>: \u590d\u6742\u7cfb\u7edf\u8bbe\u8ba1\u3001\u6280\u672f\u9009\u578b<\/li>\n<li><strong>\u79bb\u7ebf\u5f00\u53d1<\/strong>: \u98de\u673a\u4e0a\u7528Ollama\u672c\u5730\u6a21\u578b\u7ee7\u7eed\u5de5\u4f5c<\/li>\n<li><strong>\u6210\u672c\u63a7\u5236<\/strong>: \u6839\u636e\u4efb\u52a1\u590d\u6742\u5ea6\u9009\u62e9\u4e0d\u540c\u4ef7\u4f4d\u7684\u6a21\u578b<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li><strong>AI\u7f16\u7801\u6c11\u4e3b\u5316<\/strong>: \u6253\u7834\u5546\u4e1aAI\u7f16\u7801\u5de5\u5177\u7684\u5784\u65ad<\/li>\n<li><strong>BYOK\u6a21\u5f0f<\/strong>: Bring Your Own Key\u6210\u4e3a\u4e3b\u6d41<\/li>\n<li><strong>\u591a\u6a21\u578b\u7f16\u6392<\/strong>: \u667a\u80fd\u8def\u7531\u5230\u6700\u9002\u5408\u7684\u6a21\u578b<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5feb\u901f\u90e8\u7f72<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u5b89\u88c5\nnpm install -g opencode\n\n# \u914d\u7f6e (\u4ea4\u4e92\u5f0f)\nopencode config\n\n# \u9009\u62e9\u6a21\u578b\u63d0\u4f9b\u5546\n# - OpenAI (GPT-4o, GPT-4o mini)\n# - Anthropic (Claude Opus, Sonnet, Haiku)\n# - Google (Gemini)\n# - Ollama (\u672c\u5730\u6a21\u578b)\n# - \u4ee5\u53ca70+\u5176\u4ed6\u63d0\u4f9b\u5546\n\n# \u542f\u52a8\nopencode\n\n# \u4f7f\u7528\u7279\u5b9a\u6a21\u578b\nopencode --model claude-opus-4<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">3. Firecrawl \ud83d\udd25<\/h2>\n<p><strong>GitHub<\/strong>: <code>firecrawl\/firecrawl<\/code> | <strong>Stars<\/strong>: 110,000+ | <strong>\u8bed\u8a00<\/strong>: TypeScript\/Python<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<ul>\n<li><strong>LLM\u5c31\u7eea\u8f93\u51fa<\/strong>: \u76f4\u63a5\u8f93\u51fa\u5e72\u51c0\u7684Markdown\u3001\u7ed3\u6784\u5316JSON\u3001\u622a\u56fe<\/li>\n<li><strong>\u4ee3\u7406\u5c31\u7eea<\/strong>: \u4e00\u6761\u547d\u4ee4\u8fde\u63a5\u4efb\u4f55AI Agent\u6216MCP\u5ba2\u6237\u7aef<\/li>\n<li><strong>\u96f6\u914d\u7f6e<\/strong>: \u81ea\u52a8\u5904\u7406\u4ee3\u7406\u8f6e\u6362\u3001\u901f\u7387\u9650\u5236\u3001JS\u6e32\u67d3\u3001\u53cd\u722c\u866b<\/li>\n<li><strong>\u591a\u6a21\u5f0f<\/strong>: \u641c\u7d22\u3001\u6293\u53d6\u3001\u89e3\u6790\u3001\u722c\u53d6\u3001\u6620\u5c04\u3001\u4ea4\u4e92<\/li>\n<li><strong>\u5f00\u6e90\u6838\u5fc3<\/strong>: \u53ef\u81ea\u6258\u7ba1\uff0c\u4e5f\u53ef\u4f7f\u7528\u6258\u7ba1API<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>AI Agent\u548cRAG\u7cfb\u7edf\u7684\u6700\u5927\u74f6\u9888\u662f<strong>\u9ad8\u8d28\u91cf\u7f51\u9875\u6570\u636e\u83b7\u53d6<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4f20\u7edf\u722c\u866b\u8f93\u51fa\u6df7\u4e71\u7684HTML\uff0c\u9700\u8981\u5927\u91cf\u6e05\u6d17<\/li>\n<li>\u53cd\u722c\u866b\u673a\u5236\u963b\u6b62\u8bbf\u95ee<\/li>\n<li>JavaScript\u6e32\u67d3\u5185\u5bb9\u96be\u4ee5\u83b7\u53d6<\/li>\n<li>\u7ed3\u6784\u5316\u6570\u636e\u63d0\u53d6\u56f0\u96be<\/li>\n<\/ul>\n<p>Firecrawl\u63d0\u4f9b<strong>\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848<\/strong>\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u5e94\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>RAG\u7cfb\u7edf<\/td>\n<td>\u4e3a\u77e5\u8bc6\u5e93\u63d0\u4f9b\u5e72\u51c0\u7684\u7f51\u9875\u5185\u5bb9<\/td>\n<\/tr>\n<tr>\n<td>AI Agent<\/td>\n<td>\u8ba9Agent\u80fd\u5b9e\u65f6\u6d4f\u89c8\u7f51\u9875<\/td>\n<\/tr>\n<tr>\n<td>\u4ef7\u683c\u76d1\u63a7<\/td>\n<td>\u8ffd\u8e2a\u7535\u5546\u7f51\u7ad9\u4ef7\u683c\u53d8\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u7ade\u54c1\u5206\u6790<\/td>\n<td>\u81ea\u52a8\u6536\u96c6\u7ade\u54c1\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5bb9\u805a\u5408<\/td>\n<td>\u6784\u5efa\u65b0\u95fb\u3001\u7814\u7a76\u5185\u5bb9\u5e93<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li><strong>AI\u57fa\u7840\u8bbe\u65bd\u5c42<\/strong>: \u6210\u4e3aAI\u7cfb\u7edf\u7684&#8221;\u7f51\u9875\u4e0a\u4e0b\u6587&#8221;\u6807\u51c6\u7ec4\u4ef6<\/li>\n<li><strong>MCP\u6574\u5408<\/strong>: \u4e0eClaude Code\u3001Cursor\u7b49\u6df1\u5ea6\u96c6\u6210<\/li>\n<li><strong>\u53ef\u89c6\u5316\u6784\u5efa\u5668<\/strong>: \u62d6\u62fd\u5f0f\u7f51\u9875\u6293\u53d6\u7ba1\u9053\u6784\u5efa<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5feb\u901f\u90e8\u7f72<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u5b89\u88c5CLI\nnpm install -g @firecrawl\/cli\n\n# \u914d\u7f6eAPI Key\nfirecrawl init\n\n# \u6293\u53d6\u5355\u4e2a\u9875\u9762\nfirecrawl scrape https:\/\/example.com\n\n# \u641c\u7d22\u5e76\u6293\u53d6\nfirecrawl search &quot;AI\u5f00\u6e90\u9879\u76ee&quot; --limit 10\n\n# \u722c\u53d6\u6574\u4e2a\u7f51\u7ad9\nfirecrawl crawl https:\/\/docs.example.com\n\n# Docker\u81ea\u6258\u7ba1\ndocker run -p 3002:3002 firecrawl\/firecrawl:latest<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">4. Open-Notebook \ud83d\udcd3<\/h2>\n<p><strong>GitHub<\/strong>: <code>lfnovo\/open-notebook<\/code> | <strong>Stars<\/strong>: 28,000+ | <strong>\u8bed\u8a00<\/strong>: Python<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<ul>\n<li><strong>NotebookLM\u5f00\u6e90\u5b9e\u73b0<\/strong>: \u6bd4Google\u539f\u7248\u66f4\u7075\u6d3b\u3001\u529f\u80fd\u66f4\u4e30\u5bcc<\/li>\n<li><strong>\u5b8c\u5168\u672c\u5730<\/strong>: Docker\u90e8\u7f72\uff0c\u6570\u636e\u4e0d\u51fa\u673a\u5668<\/li>\n<li><strong>REST API<\/strong>: \u63d0\u4f9b\u5b8c\u6574API\uff08NotebookLM\u4f01\u4e1a\u7248\u624d\u6709\uff09<\/li>\n<li><strong>16+ AI\u63d0\u4f9b\u5546<\/strong>: \u652f\u6301OpenAI\u3001Anthropic\u3001Ollama\u7b49<\/li>\n<li><strong>MIT\u534f\u8bae<\/strong>: \u53ef\u81ea\u7531\u4fee\u6539\u548c\u5546\u7528<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>Google NotebookLM\u7684\u75db\u70b9\uff1a<\/p>\n<ul>\n<li>\u4ec5\u9650Google\u751f\u6001\uff0c\u65e0\u6cd5\u81ea\u6258\u7ba1<\/li>\n<li>\u65e0API\uff08\u4f01\u4e1a\u7248\u9664\u5916\uff09<\/li>\n<li>\u6570\u636e\u6e90\u53d7\u9650<\/li>\n<li>\u9690\u79c1\u62c5\u5fe7\uff08\u6570\u636e\u4e0a\u4f20Google\u4e91\u7aef\uff09<\/li>\n<\/ul>\n<p>Open-Notebook\u63d0\u4f9b<strong>\u5b8c\u5168\u53ef\u63a7\u7684\u66ff\u4ee3\u65b9\u6848<\/strong>\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<ul>\n<li><strong>\u7814\u7a76\u52a9\u624b<\/strong>: \u4e0a\u4f20PDF\u3001\u7f51\u9875\u3001\u6587\u6863\uff0c\u8fdb\u884cAI\u95ee\u7b54\u548c\u603b\u7ed3<\/li>\n<li><strong>\u5b66\u4e60\u5de5\u5177<\/strong>: \u751f\u6210\u64ad\u5ba2\u5f0f\u8bb2\u89e3\u3001\u5b66\u4e60\u7b14\u8bb0<\/li>\n<li><strong>\u77e5\u8bc6\u7ba1\u7406<\/strong>: \u6784\u5efa\u4e2a\u4eba\/\u56e2\u961f\u77e5\u8bc6\u5e93<\/li>\n<li><strong>\u9690\u79c1\u654f\u611f\u573a\u666f<\/strong>: \u533b\u7597\u3001\u6cd5\u5f8b\u3001\u91d1\u878d\u7b49\u9700\u8981\u6570\u636e\u4fdd\u5bc6\u7684\u9886\u57df<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li><strong>\u672c\u5730AI\u77e5\u8bc6\u5e93<\/strong>: \u968f\u7740\u672c\u5730LLM\u80fd\u529b\u63d0\u5347\uff0c\u5b8c\u5168\u672c\u5730\u5316\u7684\u77e5\u8bc6\u7ba1\u7406\u6210\u4e3a\u4e3b\u6d41<\/li>\n<li><strong>\u591a\u6a21\u6001\u6269\u5c55<\/strong>: \u652f\u6301\u97f3\u9891\u3001\u89c6\u9891\u5185\u5bb9\u5206\u6790<\/li>\n<li><strong>\u56e2\u961f\u534f\u4f5c<\/strong>: \u4ece\u4e2a\u4eba\u5de5\u5177\u6269\u5c55\u5230\u56e2\u961f\u77e5\u8bc6\u5171\u4eab<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5feb\u901f\u90e8\u7f72<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># Docker Compose\u90e8\u7f72\ncat &gt; compose.yaml &lt;&lt; &#039;EOF&#039;\nservices:\n  open_notebook:\n    image: lfnovo\/open_notebook:v1-latest-single\n    ports:\n      - &quot;8502:8502&quot;  # Web UI\n      - &quot;5055:5055&quot;  # API\n    env_file:\n      - .\/docker.env\n    volumes:\n      - .\/notebook_data:\/app\/data\n      - .\/surreal_single_data:\/mydata\n    restart: always\nEOF\n\n# \u914d\u7f6e\u73af\u5883\u53d8\u91cf\ncat &gt; docker.env &lt;&lt; &#039;EOF&#039;\nOPENAI_API_KEY=your_key_here\n# \u6216 ANTHROPIC_API_KEY\n# \u6216 OLLAMA_HOST=http:\/\/host.docker.internal:11434\nEOF\n\n# \u542f\u52a8\ndocker-compose up -d\n\n# \u8bbf\u95ee http:\/\/localhost:8502<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">5. OpenMed \ud83c\udfe5<\/h2>\n<p><strong>GitHub<\/strong>: <code>maziyarpanahi\/openmed<\/code> | <strong>Stars<\/strong>: \u5feb\u901f\u589e\u957f | <strong>\u8bed\u8a00<\/strong>: Python\/Swift<\/p>\n<h3 class=\"wp-block-heading\">\u9879\u76ee\u7279\u70b9<\/h3>\n<ul>\n<li><strong>\u672c\u5730\u4f18\u5148<\/strong>: \u6240\u6709\u6570\u636e\u5904\u7406\u5728\u672c\u5730\u5b8c\u6210\uff0c\u4f7f\u7528Apple MLX\u6846\u67b6<\/li>\n<li><strong>\u9690\u79c1\u4fdd\u62a4<\/strong>: \u81ea\u52a8\u53bb\u6807\u8bc6\u5316\u4e34\u5e8a\u7b14\u8bb0\uff0c\u63d0\u53d6\u4e34\u5e8a\u4fe1\u53f7<\/li>\n<li><strong>\u591a\u5e73\u53f0<\/strong>: Python\u540e\u7aef + iOS\u5e94\u7528\uff08OpenMedKit\uff09<\/li>\n<li><strong>1000+\u533b\u7597\u6a21\u578b<\/strong>: \u6db5\u76d6\u4e34\u5e8aNLP\u3001\u533b\u5b66\u5f71\u50cf\u3001\u836f\u7269\u53d1\u73b0<\/li>\n<li><strong>\u5f00\u6e90\u534f\u4f5c<\/strong>: \u4fc3\u8fdb\u533b\u7597AI\u7684\u900f\u660e\u5ea6\u548c\u53ef\u53ca\u6027<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n<p>\u533b\u7597AI\u7684\u6838\u5fc3\u6311\u6218\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u9690\u79c1<\/strong>: \u60a3\u8005\u6570\u636e\u6781\u5176\u654f\u611f\uff0c\u4e0d\u80fd\u4e0a\u4f20\u5230\u4e91\u7aef<\/li>\n<li><strong>\u5408\u89c4\u8981\u6c42<\/strong>: HIPAA\u7b49\u6cd5\u89c4\u4e25\u683c\u9650\u5236\u6570\u636e\u5904\u7406\u65b9\u5f0f<\/li>\n<li><strong>\u53ef\u89e3\u91ca\u6027<\/strong>: \u533b\u7597\u51b3\u7b56\u9700\u8981\u900f\u660e\u548c\u53ef\u89e3\u91ca<\/li>\n<li><strong>\u6210\u672c<\/strong>: \u5546\u4e1a\u533b\u7597AI\u7cfb\u7edf\u6602\u8d35<\/li>\n<\/ul>\n<p>OpenMed\u63d0\u4f9b<strong>\u672c\u5730\u5316\u7684\u533b\u7597AI\u89e3\u51b3\u65b9\u6848<\/strong>\u3002<\/p>\n<h3 class=\"wp-block-heading\">\u4f7f\u7528\u573a\u666f<\/h3>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u529f\u80fd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e34\u5e8a\u6587\u6863\u5206\u6790<\/td>\n<td>\u81ea\u52a8\u63d0\u53d6\u7ed3\u6784\u5316\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>\u9690\u79c1\u5408\u89c4<\/td>\n<td>\u81ea\u52a8\u53bb\u6807\u8bc6\u5316\uff08PII\u79fb\u9664\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u4e2a\u4eba\u5065\u5eb7\u7ba1\u7406<\/td>\n<td>\u4e0a\u4f20\u8840\u68c0\u3001\u57fa\u56e0\u62a5\u544a\uff0c\u83b7\u53d6\u4e2a\u6027\u5316\u5065\u5eb7\u5efa\u8bae<\/td>\n<\/tr>\n<tr>\n<td>\u533b\u5b66\u7814\u7a76<\/td>\n<td>\u6279\u91cf\u5206\u6790\u4e34\u5e8a\u6587\u672c\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u836f\u7269\u53d1\u73b0<\/td>\n<td>\u5f00\u6e90\u6a21\u578b\u652f\u6301\u836f\u7269\u7814\u53d1\u6d41\u7a0b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<h3 class=\"wp-block-heading\">\u672a\u6765\u8d8b\u52bf<\/h3>\n<ul>\n<li><strong>\u672c\u5730\u533b\u7597AI<\/strong>: \u8bbe\u5907\u7aefAI\u5904\u7406\u6210\u4e3a\u533b\u7597\u6570\u636e\u9690\u79c1\u7684\u6807\u51c6\u65b9\u6848<\/li>\n<li><strong>\u5f00\u6e90\u533b\u5b66\u6a21\u578b<\/strong>: \u7c7b\u4f3cHugging Face\u7684\u533b\u7597\u6a21\u578b\u751f\u6001\u6b63\u5728\u5f62\u6210<\/li>\n<li><strong>Agentic\u533b\u7597<\/strong>: \u4ece\u7b80\u5355\u5206\u6790\u5230\u4e3b\u52a8\u5065\u5eb7\u5efa\u8bae\u7684\u6f14\u8fdb<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u5feb\u901f\u90e8\u7f72<\/h3>\n<pre><code class=\"lang-bash language-bash bash\"># \u5b89\u88c5\nuv pip install openmed\n\n# \u5206\u6790\u4e34\u5e8a\u7b14\u8bb0\nopenmed analyze --model clinical_notes_extractor patient_notes.txt\n\n# \u6279\u91cf\u5904\u7406\nopenmed batch --pattern &quot;data\/**\/*.txt&quot; --output results.json\n\n# \u9690\u79c1\u8fc7\u6ee4\nopenmed deidentify --model nemotron_privacy_filter clinical_notes.txt\n\n# \u542f\u52a8TUI\u754c\u9762\nopenmed tui\n\n# iOS\u5e94\u7528\n# \u4e0b\u8f7d OpenMedKit\uff0c\u626b\u63cf\u4e34\u5e8a\u7b14\u8bb0\uff0c\u672c\u5730\u5904\u7406<\/code><\/pre>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u603b\u7ed3\u5bf9\u6bd4<\/h2>\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\">\n<thead>\n<tr>\n<th>\u9879\u76ee<\/th>\n<th>\u6838\u5fc3\u5b9a\u4f4d<\/th>\n<th>Stars<\/th>\n<th>\u5173\u952e\u4f18\u52bf<\/th>\n<th>\u6700\u4f73\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Goose<\/strong><\/td>\n<td>\u901a\u7528AI Agent<\/td>\n<td>\u5feb\u901f\u589e\u957f<\/td>\n<td>\u5168\u5468\u671f\u6267\u884c\u3001MCP\u751f\u6001<\/td>\n<td>\u81ea\u52a8\u5316\u5f00\u53d1\u3001\u590d\u6742\u5de5\u4f5c\u6d41<\/td>\n<\/tr>\n<tr>\n<td><strong>OpenCode<\/strong><\/td>\n<td>AI\u7f16\u7801\u4ee3\u7406<\/td>\n<td><strong>160K+<\/strong><\/td>\n<td>\u6a21\u578b\u65e0\u5173\u3001\u514d\u8d39\u3001\u9690\u79c1<\/td>\n<td>\u65e5\u5e38\u7f16\u7801\u3001\u6210\u672c\u63a7\u5236<\/td>\n<\/tr>\n<tr>\n<td><strong>Firecrawl<\/strong><\/td>\n<td>\u7f51\u9875\u6570\u636e\u57fa\u7840\u8bbe\u65bd<\/td>\n<td><strong>110K+<\/strong><\/td>\n<td>LLM\u5c31\u7eea\u8f93\u51fa\u3001\u96f6\u914d\u7f6e<\/td>\n<td>RAG\u3001Agent\u7f51\u9875\u6d4f\u89c8<\/td>\n<\/tr>\n<tr>\n<td><strong>Open-Notebook<\/strong><\/td>\n<td>\u77e5\u8bc6\u7ba1\u7406<\/td>\n<td>28K+<\/td>\n<td>\u5b8c\u5168\u672c\u5730\u3001API\u5f00\u653e<\/td>\n<td>\u7814\u7a76\u3001\u9690\u79c1\u654f\u611f\u77e5\u8bc6\u5e93<\/td>\n<\/tr>\n<tr>\n<td><strong>OpenMed<\/strong><\/td>\n<td>\u533b\u7597AI<\/td>\n<td>\u5feb\u901f\u589e\u957f<\/td>\n<td>\u672c\u5730\u4f18\u5148\u3001\u9690\u79c1\u4fdd\u62a4<\/td>\n<td>\u4e34\u5e8a\u6587\u6863\u3001\u4e2a\u4eba\u5065\u5eb7<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n<hr \/>\n<h2 class=\"wp-block-heading\">\u8d8b\u52bf\u6d1e\u5bdf<\/h2>\n<h3 class=\"wp-block-heading\">1. Agentic AI\u6210\u4e3a\u4e3b\u6d41<\/h3>\n<p>2026\u5e74\u6807\u5fd7\u7740\u4ece&#8221;AI\u52a9\u624b&#8221;\u5230&#8221;AI\u6267\u884c\u8005&#8221;\u7684\u8f6c\u53d8\u3002Goose\u548cOpenCode\u4ee3\u8868\u4e86AI\u4ece\u5efa\u8bae\u5230\u6267\u884c\u7684\u6f14\u8fdb\u3002<\/p>\n<h3 class=\"wp-block-heading\">2. \u6a21\u578b\u65e0\u5173\u67b6\u6784<\/h3>\n<p>\u4e0d\u518d\u7ed1\u5b9a\u5355\u4e00\u6a21\u578b\u63d0\u4f9b\u5546\uff0c\u6839\u636e\u4efb\u52a1\u667a\u80fd\u9009\u62e9\u6a21\u578b\u6210\u4e3a\u6807\u51c6\u8bbe\u8ba1\u6a21\u5f0f\u3002<\/p>\n<h3 class=\"wp-block-heading\">3. \u672c\u5730\u4f18\u5148<\/h3>\n<p>\u4eceOpen-Notebook\u5230OpenMed\uff0c\u6570\u636e\u9690\u79c1\u548c\u672c\u5730\u5904\u7406\u6210\u4e3a\u6838\u5fc3\u5356\u70b9\uff0c\u7279\u522b\u662f\u5728\u533b\u7597\u3001\u6cd5\u5f8b\u7b49\u654f\u611f\u9886\u57df\u3002<\/p>\n<h3 class=\"wp-block-heading\">4. MCP\u534f\u8bae\u751f\u6001<\/h3>\n<p>Model Context Protocol\u6b63\u5728\u6210\u4e3aAI\u5de5\u5177\u8fde\u63a5\u7684\u6807\u51c6\uff0c\u7c7b\u4f3c\u4e8eUSB\u5bf9\u4e8e\u786c\u4ef6\u7684\u610f\u4e49\u3002<\/p>\n<h3 class=\"wp-block-heading\">5. \u57fa\u7840\u8bbe\u65bd\u5c42\u6d8c\u73b0<\/h3>\n<p>Firecrawl\u4ee3\u8868\u4e86AI\u65f6\u4ee3\u7684\u65b0\u578b\u57fa\u7840\u8bbe\u65bd\u2014\u2014\u4e0d\u662f\u901a\u7528\u7684\uff0c\u800c\u662f\u4e13\u95e8\u4e3aAI\u4f18\u5316\u7684\uff08LLM\u5c31\u7eea\u8f93\u51fa\uff09\u3002<\/p>\n<hr \/>\n<blockquote>\n<p><strong>\u514d\u8d23\u58f0\u660e<\/strong>: \u672c\u6587\u6570\u636e\u57fa\u4e8e2026\u5e746\u6708\u7b2c\u4e8c\u5468GitHub Trending\u548c\u516c\u5f00\u8d44\u6599\u6574\u7406\u3002\u9879\u76eeStars\u6570\u91cf\u5b9e\u65f6\u53d8\u5316\uff0c\u8bf7\u4ee5GitHub\u5b98\u65b9\u6570\u636e\u4e3a\u51c6\u3002<\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>\u6570\u636e\u65f6\u95f4: 2026\u5e746\u67089\u65e5-16\u65e5 | \u6570\u636e\u6765\u6e90: GitHub Trending + \u793e\u533a\u6d3b\u8dc3\u5ea6\u5206\u6790 \u76ee [&hellip;]<\/p>","protected":false},"author":1,"featured_media":266,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAow767EDA:productID":"","footnotes":""},"categories":[53,33],"tags":[74,54,72,34,104,92],"class_list":["post-325","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-github","tag-agent","tag-ai","tag-ai-agent","tag-github","tag-104","tag-92"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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