{"id":653,"date":"2026-02-18T00:17:08","date_gmt":"2026-02-17T16:17:08","guid":{"rendered":"https:\/\/book.yuekegu.com\/?p=653"},"modified":"2026-02-18T00:17:09","modified_gmt":"2026-02-17T16:17:09","slug":"crawl4ai%e7%ae%80%e5%8d%95%e5%ae%9e%e7%94%a8","status":"publish","type":"post","link":"https:\/\/book.yuekegu.com\/index.php\/2026\/02\/18\/crawl4ai%e7%ae%80%e5%8d%95%e5%ae%9e%e7%94%a8\/","title":{"rendered":"Crawl4AI\u7b80\u5355\u5b9e\u7528"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\" id=\"autoid-0-0-0\">\u4e00\u3001\u6982\u8ff0<\/h1>\n\n\n\n<p>Crawl4AI \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u7f51\u9875\u722c\u866b\u548c\u6570\u636e\u6293\u53d6\u5de5\u5177\uff0c\u4e00\u4e2apython\u9879\u76ee\uff0c\u4e3b\u8981\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c AI \u5e94\u7528\u63d0\u4f9b\u6570\u636e\u91c7\u96c6\u548c\u5904\u7406\u670d\u52a1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"autoid-1-0-0\">\u7279\u6027<\/h2>\n\n\n\n<p><strong>\u5f00\u6e90\u514d\u8d39<\/strong>\uff1a\u9075\u5faa MIT \u8bb8\u53ef\u534f\u8bae\u6216 Apache-2.0 \u8bb8\u53ef\u534f\u8bae\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u81ea\u7531\u4f7f\u7528\u3001\u4fee\u6539\u548c\u5206\u53d1\u6e90\u4ee3\u7801\uff0c\u65e0\u9700\u652f\u4ed8\u8d39\u7528\uff1b<\/p>\n\n\n\n<p><strong>\u4e13\u4e3a LLM \u8bbe\u8ba1<\/strong>\uff1a\u80fd\u591f\u5c06\u7f51\u9875\u6570\u636e\u5904\u7406\u548c\u6e05\u6d17\u6210\u9002\u5408 LLM \u4f7f\u7528\u7684\u683c\u5f0f\uff0c\u5982 JSON\u3001\u5e72\u51c0\u7684 HTML \u548c Markdown \u7b49\uff0c\u4fbf\u4e8e\u540e\u7eed\u76f4\u63a5\u5e94\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\uff1b<\/p>\n\n\n\n<p><strong>\u9ad8\u6548\u6027\u80fd<\/strong>\uff1a\u652f\u6301\u5e76\u884c\u5904\u7406\u591a\u4e2a URL\uff0c\u53ef\u540c\u65f6\u6293\u53d6\u548c\u5904\u7406\u591a\u4e2a\u7f51\u9875\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u6570\u636e\u6536\u96c6\u6548\u7387\uff0c\u51cf\u5c11\u5927\u89c4\u6a21\u6570\u636e\u6536\u96c6\u6240\u9700\u65f6\u95f4\uff1b<\/p>\n\n\n\n<p><strong>\u591a\u529f\u80fd\u652f\u6301<\/strong>\uff1a\u53ef\u4ee5\u63d0\u53d6\u7f51\u9875\u4e2d\u7684\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\u5a92\u4f53\u6807\u7b7e\uff0c\u4ee5\u53ca\u5143\u6570\u636e\u3001\u5185\u5916\u90e8\u94fe\u63a5\u7b49\uff0c\u5e76\u80fd\u5bf9\u9875\u9762\u8fdb\u884c\u622a\u56fe\u7b49\u64cd\u4f5c\uff1b<\/p>\n\n\n\n<p><strong>\u9ad8\u5ea6\u53ef\u5b9a\u5236<\/strong>\uff1a\u7528\u6237\u53ef\u81ea\u5b9a\u4e49\u8ba4\u8bc1\u3001\u8bf7\u6c42\u5934\u4fe1\u606f\u3001\u722c\u53d6\u524d\u9875\u9762\u4fee\u6539\u3001\u7528\u6237\u4ee3\u7406\u4ee5\u53ca JavaScript \u811a\u672c\u6267\u884c\u7b49\uff0c\u8fd8\u80fd\u6839\u636e\u7279\u5b9a\u9700\u6c42\u81ea\u5b9a\u4e49\u722c\u53d6\u6df1\u5ea6\u3001\u9891\u7387\u548c\u63d0\u53d6\u89c4\u5219\uff0c\u4ee5\u9002\u5e94\u4e0d\u540c\u7f51\u9875\u7ed3\u6784\u548c\u6570\u636e\u7c7b\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img2024.cnblogs.com\/blog\/1341090\/202504\/1341090-20250418182348272-423555265.png\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"autoid-1-1-0\">\u9879\u76ee\u5730\u5740<\/h2>\n\n\n\n<p>github\u5730\u5740:&nbsp;<a href=\"https:\/\/github.com\/unclecode\/crawl4ai\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/unclecode\/crawl4ai<\/a><\/p>\n\n\n\n<p>Crawl4ai\u5b98\u7f51:&nbsp;<a href=\"https:\/\/crawl4ai.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/crawl4ai.com\/<\/a><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"autoid-1-2-0\">\u4e8c\u3001\u5b89\u88c5<\/h1>\n\n\n\n<p>\u5b89\u88c5 crawl4ai \u5e93<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pip3 install crawl4ai<\/pre>\n\n\n\n<p>\u8bbe\u7f6e\u6d4f\u89c8\u5668<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python -m playwright install --with-deps chromium<\/pre>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"autoid-2-0-0\">\u4e09\u3001\u722c\u53d6\u7f51\u9875<\/h1>\n\n\n\n<p>\u8fd9\u91cc\u4ee536\u6c2a\u4e3a\u4f8b\u5b50\uff0c\u6253\u5f00\u7f51\u9875\uff1a<a href=\"https:\/\/36kr.com\/information\/AI\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/36kr.com\/information\/AI\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img2024.cnblogs.com\/blog\/1341090\/202504\/1341090-20250418182943846-1795678100.png\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>&nbsp;\u6ce8\u610f\uff1a\u4e2d\u95f4\u7684\u65b0\u95fb\u662f\u9700\u8981js\u52a0\u8f7d\u624d\u80fd\u663e\u793a\u51fa\u6765\u7684\u3002<\/strong><\/p>\n\n\n\n<p>36kr.py<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img decoding=\"async\" src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\">from crawl4ai import AsyncWebCrawler, CrawlerRunConfig\nfrom crawl4ai.extraction_strategy import JsonCssExtractionStrategy\nimport asyncio\nimport json\n\n\nasync def main():\n    async with AsyncWebCrawler(verbose=True) as crawler:\n        # \u901a\u8fc7JavaScript\u52a8\u6001\u52a0\u8f7d\u7684\u5185\u5bb9\n        result = await crawler.arun(\n            url=\"https:\/\/36kr.com\/information\/AI\/\",\n            js_code=\"window.scrollTo(0, document.body.scrollHeight);\",\n            wait_for=\"document.querySelector('.information-flow-list')\",\n        )\n        assert result.success, \"\u722c\u53d6\u5931\u8d25\"\n        # \u8fd4\u56de\u5185\u5bb9\u8f6c\u6362\u4e3ajson\u683c\u5f0f\n        html_content = result.model_dump_json()\n        # \u4fdd\u5b58\u5230 JSON \u6587\u4ef6\n        with open('news.json', 'w', encoding='utf-8') as f:\n            f.write(html_content)\n\n\nasyncio.run(main())<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img decoding=\"async\" src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<p>\u8bf4\u660e\uff1a<\/p>\n\n\n\n<p><strong>window.scrollTo(0, document.body.scrollHeight);<\/strong>&nbsp;\u662f\u4e00\u6bb5 JavaScript \u4ee3\u7801\uff0c\u7528\u4e8e\u5c06\u6d4f\u89c8\u5668\u7a97\u53e3\u7684\u6eda\u52a8\u6761\u6eda\u52a8\u5230\u9875\u9762\u7684\u5e95\u90e8\u3002<\/p>\n\n\n\n<p><strong>wait_for=&#8221;document.querySelector(&#8216;.information-flow-list&#8217;)&#8221;<\/strong>\uff0c\u7b49\u5f85\u9875\u9762\u4e2d\u51fa\u73b0\u4e00\u4e2a\u5177\u6709\u7279\u5b9a\u7c7b\u540d .information-flow-list \u7684\u5143\u7d20\u3002\u8fd9\u6bb5\u4ee3\u7801\u901a\u5e38\u7528\u4e8e\u7f51\u9875\u81ea\u52a8\u5316\u5de5\u5177\uff08\u5982 Playwright\uff09\u4e2d\uff0c\u8868\u793a\u5728\u6267\u884c\u540e\u7eed\u64cd\u4f5c\u4e4b\u524d\uff0c\u7b49\u5f85\u8fd9\u4e2a\u7279\u5b9a\u5143\u7d20\u88ab\u6e32\u67d3\u5230\u9875\u9762\u4e0a\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7c7b\u540d\uff0c\u9700\u8981\u67e5\u770b\u7f51\u9875\u6e90\u4ee3\u7801\uff0c\u4f7f\u7528\u6d4f\u89c8\u5668\u63a7\u5236\u53f0\u5de5\u5177\u5c31\u53ef\u4ee5\u770b\u5230<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img2024.cnblogs.com\/blog\/1341090\/202504\/1341090-20250418184747764-2095129063.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6267\u884cpython\u4ee3\u7801<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python3 36kr.py<\/pre>\n\n\n\n<p>\u8f93\u51fa\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">[INIT].... \u2192 Crawl4AI 0.5.0.post8\n[FETCH]... \u2193 https:\/\/36kr.com\/information\/AI\/... | Status: True | Time: 2.74s\n[SCRAPE].. \u25c6 https:\/\/36kr.com\/information\/AI\/... | Time: 0.182s\n[COMPLETE] \u25cf https:\/\/36kr.com\/information\/AI\/... | Status: True | Total: 2.93s<\/pre>\n\n\n\n<p>\u6267\u884c\u4e4b\u540e\uff0c\u4f1a\u5f97\u5230\u4e00\u4e2a\u6587\u4ef6news.json<\/p>\n\n\n\n<p>\u6253\u5f00json\u5185\u5bb9\uff0c\u5c06\u5185\u5bb9\u590d\u5236\u5230\uff0c\u5728\u7ebfjson\u683c\u5f0f\u5316\u7f51\u9875\uff1a<a href=\"https:\/\/www.sojson.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.sojson.com\/<\/a><\/p>\n\n\n\n<p>\u6548\u679c\u5982\u4e0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img2024.cnblogs.com\/blog\/1341090\/202504\/1341090-20250418183432741-78649267.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>&nbsp;\u53ef\u4ee5\u770b\u5230json\u7684\u5185\u5bb9j\u7ed3\u6784\u4f53\uff0c\u5176\u4e2dalt\u5b57\u6bb5\u5c31\u662f\u6587\u7ae0\u6807\u9898\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u63d0\u53d6\u6807\u9898\uff0c\u4fee\u6539\u4ee3\u7801<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img decoding=\"async\" src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\">from crawl4ai import AsyncWebCrawler, CrawlerRunConfig\nfrom crawl4ai.extraction_strategy import JsonCssExtractionStrategy\nimport asyncio\nimport json\n\n\nasync def main():\n    async with AsyncWebCrawler(verbose=True) as crawler:\n        # \u901a\u8fc7JavaScript\u52a8\u6001\u52a0\u8f7d\u7684\u5185\u5bb9\n        result = await crawler.arun(\n            url=\"https:\/\/36kr.com\/information\/AI\/\",\n            js_code=\"window.scrollTo(0, document.body.scrollHeight);\",\n            wait_for=\"document.querySelector('.information-flow-list')\",\n        )\n        assert result.success, \"\u722c\u53d6\u5931\u8d25\"\n        # \u8fd4\u56de\u5185\u5bb9\u8f6c\u6362\u4e3ajson\u683c\u5f0f\n        html_content = result.model_dump_json()\n        # print(\"html_content\", html_content)\n        # # \u4fdd\u5b58\u5230 JSON \u6587\u4ef6\n        # with open('news.json', 'w', encoding='utf-8') as f:\n        #     f.write(html_content)\n        \n        news_data = json.loads(html_content)\n        for i in news_data[\"media\"][\"images\"]:\n            # \u5224\u65ad\u975e\u5e7f\u544a\u4fe1\u606f\n            if not i[\"src\"].startswith(\"\/\/static.36krcdn.com\"):\n                print(i[\"alt\"])\n\n\nasyncio.run(main())<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img decoding=\"async\" src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<p>\u518d\u6b21\u6267\u884cpython\u4ee3\u7801\uff0c\u8f93\u51fa\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img decoding=\"async\" src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<pre class=\"wp-block-preformatted\">\u88abDeepSeek\u6253\u8499\u7684\u8c46\u5305\uff0c\u53d1\u8d77\u53cd\u653b\u4e86\n\u5c06Agentic AI\u5d4c\u5165\u5bb6\u5ead\u7f51\u5173\uff0c\u5982\u4f55\u6539\u53d8\u8fd0\u8425\u5546\u5728\u7269\u8054\u7f51\u5e02\u573a\u7684\u6e38\u620f\u89c4\u5219?\n\u6709\u4e86\u4e00\u5929\u6da8\u4e07\u661f\u7684\u5f00\u6e90\u9879\u76ee Codex\uff0cOpenAI\u4e3a\u4f55\u4ecd\u7838 30 \u4ebf\u7f8e\u5143\u91cd\u91d1\u6536\u8d2d Windsurf \uff1f\n\u667a\u8c31\u83b72\u4ebf\u5143\u65b0\u878d\u8d44\uff0c\u8fde\u53d13\u6b3e\u5f00\u6e90\u6a21\u578b\uff0c\u62ff3\u4ebf\u5143\u652f\u6301\u5168\u7403\u5f00\u6e90\u793e\u533a\n\u79d1\u6280\u5927\u5382\u6380\u8d77\u533b\u7597\u754c\u7684AI\u9769\u547d\uff0c\u8c01\u66f4\u6709\u80dc\u7b97\uff1f\n\u9e45\u5382\u7684 AI \u5927\u62db\uff0c\u771f\u7684\u843d\u5728\u5fae\u4fe1\u4e0a\n\u5b57\u8282\u5feb\u624b\uff0cAI\u89c6\u9891\u201c\u72ed\u8def\u53c8\u76f8\u9022\u201d\n\u82f1\u4f1f\u8fbeCEO\u9ec4\u4ec1\u52cb\u7a81\u7136\u8bbf\u534e\uff0c\u90fd\u4e0d\u7a7f\u76ae\u8863\u4e86\uff0c\u8fd8\u89c1\u4e86\u6881\u6587\u950b<\/pre>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"javascript:void(0);\"><img decoding=\"async\" src=\"https:\/\/assets.cnblogs.com\/images\/copycode.gif\" alt=\"\u590d\u5236\u4ee3\u7801\"\/><\/a><\/figure>\n\n\n\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u6807\u9898\u80fd\u591f\u6b63\u5e38\u63d0\u53d6\u4e86\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u6982\u8ff0 Crawl4AI \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u7f51\u9875\u722c\u866b\u548c\u6570\u636e\u6293\u53d6\u5de5\u5177\uff0c\u4e00\u4e2apython\u9879\u76ee\uff0c\u4e3b\u8981\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c AI \u5e94\u7528\u63d0\u4f9b\u6570\u636e\u91c7\u96c6\u548c\u5904\u7406\u670d\u52a1\u3002 \u7279\u6027 \u5f00\u6e90\u514d\u8d39\uff1a\u9075\u5faa MIT \u8bb8\u53ef\u534f\u8bae\u6216 Apache-2.0 \u8bb8\u53ef\u534f\u8bae\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u81ea\u7531\u4f7f\u7528\u3001\u4fee\u6539\u548c\u5206\u53d1\u6e90\u4ee3\u7801\uff0c\u65e0\u9700\u652f\u4ed8\u8d39\u7528\uff1b \u4e13\u4e3a LLM \u8bbe\u8ba1\uff1a\u80fd\u591f\u5c06\u7f51\u9875\u6570\u636e\u5904\u7406\u548c\u6e05\u6d17\u6210\u9002\u5408 LLM \u4f7f\u7528\u7684\u683c\u5f0f\uff0c\u5982 JSON\u3001\u5e72\u51c0\u7684 HTML \u548c Markdown \u7b49\uff0c\u4fbf\u4e8e\u540e\u7eed\u76f4\u63a5\u5e94\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\uff1b \u9ad8\u6548\u6027\u80fd\uff1a\u652f\u6301\u5e76\u884c\u5904\u7406\u591a\u4e2a URL\uff0c\u53ef\u540c\u65f6\u6293\u53d6\u548c\u5904\u7406\u591a\u4e2a\u7f51\u9875\uff0c\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u6570\u636e\u6536\u96c6\u6548\u7387\uff0c\u51cf\u5c11\u5927\u89c4\u6a21\u6570\u636e\u6536\u96c6\u6240\u9700\u65f6\u95f4\uff1b \u591a\u529f\u80fd\u652f\u6301\uff1a\u53ef\u4ee5\u63d0\u53d6\u7f51\u9875\u4e2d\u7684\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\u5a92\u4f53\u6807\u7b7e\uff0c\u4ee5\u53ca\u5143\u6570\u636e\u3001\u5185\u5916\u90e8\u94fe\u63a5\u7b49\uff0c\u5e76\u80fd\u5bf9\u9875\u9762\u8fdb\u884c\u622a\u56fe\u7b49\u64cd\u4f5c\uff1b 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