{"id":16946,"date":"2025-01-01T21:40:46","date_gmt":"2025-01-01T13:40:46","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=16946"},"modified":"2025-08-25T00:46:28","modified_gmt":"2025-08-24T16:46:28","slug":"scrapegraphaiyiai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/scrapegraphaiyiai\/","title":{"rendered":"ScrapeGraphAI\uff1a\u4e00\u4e2a\u63d0\u793a\u8bcd\u641e\u5b9a\u7f51\u9875\u6293\u53d6\uff0c\u65e0\u9700\u7f16\u5199\u89c4\u5219\u667a\u80fd\u7f51\u9875\u5185\u5bb9\u63d0\u53d6\u5de5\u5177"},"content":{"rendered":"<p>ScrapeGraphAI\u662f\u4e00\u4e2a\u521b\u65b0\u7684Python\u7f51\u9875\u6293\u53d6\u5e93\uff0c\u5b83\u5de7\u5999\u5730\u7ed3\u5408\u4e86\u5927\u8bed\u8a00\u6a21\u578b(LLM)\u548c\u76f4\u63a5\u56fe\u903b\u8f91\u6765\u521b\u5efa\u7f51\u7ad9\u548c\u672c\u5730\u6587\u6863\u7684\u6293\u53d6\u7ba1\u9053\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5b83\u7684\u7b80\u5355\u6027\u548c\u5f3a\u5927\u529f\u80fd\u7684\u5b8c\u7f8e\u5e73\u8861\uff1a\u7528\u6237\u53ea\u9700\u63cf\u8ff0\u60f3\u8981\u63d0\u53d6\u7684\u4fe1\u606f\uff0cScrapeGraphAI\u5c31\u80fd\u81ea\u52a8\u5b8c\u6210\u6240\u6709\u590d\u6742\u7684\u6293\u53d6\u5de5\u4f5c\u3002\u8be5\u9879\u76ee\u652f\u6301\u5904\u7406\u591a\u79cd\u683c\u5f0f\u7684\u6587\u6863\uff0c\u5305\u62ecXML\u3001HTML\u3001JSON\u548cMarkdown\u7b49\u3002\u901a\u8fc7\u63d0\u4f9bPython\u548cNode.js\u7684SDK\uff0c\u5b83\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u8f7b\u677e\u5730\u5c06\u7f51\u9875\u6293\u53d6\u529f\u80fd\u6574\u5408\u5230\u81ea\u5df1\u7684\u9879\u76ee\u4e2d\u3002ScrapeGraphAI\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u9875\u6293\u53d6\u5de5\u5177\uff0c\u5b83\u8fd8\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u5982\u591a\u9875\u9762\u5e76\u884c\u6293\u53d6\u3001\u8bed\u97f3\u751f\u6210\u3001Python\u811a\u672c\u81ea\u52a8\u751f\u6210\u7b49\u9ad8\u7ea7\u7279\u6027\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18308\" title=\"ScrapeGraphAI\uff1a\u4e00\u4e2a\u63d0\u793a\u8bcd\u641e\u5b9a\u7f51\u9875\u6293\u53d6\uff0c\u65e0\u9700\u7f16\u5199\u89c4\u5219\u667a\u80fd\u7f51\u9875\u5185\u5bb9\u63d0\u53d6\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c55b62699aebe66.png\" alt=\"ScrapeGraphAI\uff1a\u4e00\u4e2a\u63d0\u793a\u8bcd\u641e\u5b9a\u7f51\u9875\u6293\u53d6\uff0c\u65e0\u9700\u7f16\u5199\u89c4\u5219\u667a\u80fd\u7f51\u9875\u5185\u5bb9\u63d0\u53d6\u5de5\u5177-1\" width=\"931\" height=\"543\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c55b62699aebe66.png 931w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c55b62699aebe66-300x175.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c55b62699aebe66-768x448.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/c55b62699aebe66-18x10.png 18w\" sizes=\"auto, (max-width: 931px) 100vw, 931px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u56fe\u903b\u8f91\u662f ScrapeGraphAI \u4e2d\u7684\u4e00\u4e2a\u6838\u5fc3\u6280\u672f\u6982\u5ff5\uff0c\u5b83\u6307\u7684\u662f\u4e00\u79cd\u7528\u4e8e\u7f51\u9875\u6570\u636e\u63d0\u53d6\u7684\u7ed3\u6784\u5316\u5904\u7406\u65b9\u6cd5\u3002\u5177\u4f53\u6765\u8bf4\uff1a<\/p>\n<ol>\n<li>\u6570\u636e\u7ed3\u6784\u8868\u793a\uff1a<\/li>\n<\/ol>\n<ul>\n<li>\u5c06\u7f51\u9875\u5185\u5bb9\u89c6\u4e3a\u4e00\u4e2a\u56fe\u5f62\u7ed3\u6784<\/li>\n<li>HTML\u6587\u6863\u88ab\u8f6c\u6362\u6210\u8282\u70b9\uff08nodes\uff09\u548c\u8fb9\uff08edges\uff09\u7684\u96c6\u5408<\/li>\n<li>\u6bcf\u4e2aHTML\u5143\u7d20\u662f\u4e00\u4e2a\u8282\u70b9\uff0c\u5143\u7d20\u4e4b\u95f4\u7684\u5173\u7cfb\u7528\u8fb9\u8868\u793a<\/li>\n<\/ul>\n<ol>\n<li>\u5904\u7406\u6d41\u7a0b\uff1a<\/li>\n<\/ol>\n<ul>\n<li>\u9996\u5148\u6784\u5efa\u7f51\u9875\u7684DOM\u6811\u7ed3\u6784<\/li>\n<li>\u5206\u6790\u8282\u70b9\u4e4b\u95f4\u7684\u5c42\u7ea7\u548c\u5173\u8054\u5173\u7cfb<\/li>\n<li>\u4f7f\u7528AI\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09\u7406\u89e3\u7528\u6237\u9700\u6c42<\/li>\n<li>\u6839\u636e\u56fe\u7ed3\u6784\u5bfb\u627e\u6700\u4f18\u7684\u6570\u636e\u63d0\u53d6\u8def\u5f84<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u667a\u80fd\u5355\u9875\u9762\u6293\u53d6\uff1a\u4ec5\u9700\u7528\u6237\u63d0\u793a\u548c\u8f93\u5165\u6e90\u5373\u53ef\u5b8c\u6210\u5185\u5bb9\u63d0\u53d6<\/li>\n<li>\u591a\u9875\u9762\u5e76\u884c\u6293\u53d6\uff1a\u652f\u6301\u4ece\u591a\u4e2a\u7f51\u9875\u540c\u65f6\u63d0\u53d6\u4fe1\u606f<\/li>\n<li>\u641c\u7d22\u5f15\u64ce\u7ed3\u679c\u6293\u53d6\uff1a\u53ef\u4ece\u641c\u7d22\u5f15\u64ce\u524dN\u4e2a\u7ed3\u679c\u4e2d\u63d0\u53d6\u4fe1\u606f<\/li>\n<li>\u8bed\u97f3\u8f6c\u6362\u529f\u80fd\uff1a\u80fd\u5c06\u7f51\u9875\u5185\u5bb9\u8f6c\u6362\u4e3a\u97f3\u9891\u6587\u4ef6<\/li>\n<li>\u81ea\u52a8\u811a\u672c\u751f\u6210\uff1a\u53ef\u751f\u6210\u7528\u4e8e\u5185\u5bb9\u63d0\u53d6\u7684Python\u811a\u672c<\/li>\n<li>\u591a\u79cdLLM\u652f\u6301\uff1a\u517c\u5bb9OpenAI\u3001Groq\u3001Azure\u3001Gemini\u7b49API\u53ca\u672c\u5730Ollama\u6a21\u578b<\/li>\n<li>\u9ad8\u7ea7\u8bed\u4e49\u5904\u7406\uff1a\u652f\u6301Graphviz\u7b49\u8bed\u4e49\u5904\u7406\u5de5\u5177<\/li>\n<li>\u6d4f\u89c8\u5668\u7ba1\u7406\uff1a\u96c6\u6210\u4e86\u591a\u79cd\u6d4f\u89c8\u5668\u7ba1\u7406\u5de5\u5177\u548c\u670d\u52a1<\/li>\n<li>API\u96c6\u6210\u652f\u6301\uff1a\u63d0\u4f9b\u5b8c\u6574\u7684API\u63a5\u53e3\u53caSDK\u652f\u6301<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>1. \u5b89\u88c5\u6b65\u9aa4<\/h3>\n<ol>\n<li>\u57fa\u7840\u5b89\u88c5<\/li>\n<\/ol>\n<pre><code>pip install scrapegraphai\r\nplaywright install\r\n<\/code><\/pre>\n<p>\u5efa\u8bae\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u4ee5\u907f\u514d\u5e93\u51b2\u7a81\u3002<\/p>\n<ol start=\"2\">\n<li>\u53ef\u9009\u4f9d\u8d56\u5b89\u88c5<\/li>\n<\/ol>\n<ul>\n<li>\u5b89\u88c5\u66f4\u591a\u8bed\u8a00\u6a21\u578b\u652f\u6301\uff1a<\/li>\n<\/ul>\n<pre><code>pip install scrapegraphai[other-language-models]\r\n<\/code><\/pre>\n<ul>\n<li>\u5b89\u88c5\u8bed\u4e49\u5904\u7406\u9009\u9879\uff1a<\/li>\n<\/ul>\n<pre><code>pip install scrapegraphai[more-semantic-options]\r\n<\/code><\/pre>\n<ul>\n<li>\u5b89\u88c5\u6d4f\u89c8\u5668\u9009\u9879\uff1a<\/li>\n<\/ul>\n<pre><code>pip install scrapegraphai[more-browser-options]\r\n<\/code><\/pre>\n<h3>2. \u57fa\u7840\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528SmartScraperGraph\uff08\u6700\u5e38\u7528\u7684\u6293\u53d6\u7ba1\u9053\uff09\u7684\u793a\u4f8b\uff1a<\/p>\n<pre><code>import json\r\nfrom scrapegraphai.graphs import SmartScraperGraph\r\n# \u914d\u7f6e\u6293\u53d6\u7ba1\u9053\r\ngraph_config = {\r\n\"llm\": {\r\n\"api_key\": \"YOUR_OPENAI_APIKEY\",\r\n\"model\": \"openai\/gpt-4o-mini\",\r\n},\r\n\"verbose\": True,\r\n\"headless\": False,\r\n}\r\n# \u521b\u5efaSmartScraperGraph\u5b9e\u4f8b\r\nsmart_scraper_graph = SmartScraperGraph(\r\nprompt=\"Extract me all the news from the website\",\r\nsource=\"https:\/\/www.wired.com\",\r\nconfig=graph_config\r\n)\r\n# \u8fd0\u884c\u7ba1\u9053\r\nresult = smart_scraper_graph.run()\r\nprint(json.dumps(result, indent=4))\r\n<\/code><\/pre>\n<h3>3. \u9ad8\u7ea7\u529f\u80fd\u4f7f\u7528\u8bf4\u660e<\/h3>\n<ol>\n<li>\u591a\u9875\u9762\u6293\u53d6<\/li>\n<\/ol>\n<ul>\n<li>\u4f7f\u7528SmartScraperMultiGraph\u53ef\u4ee5\u540c\u65f6\u4ece\u591a\u4e2a\u9875\u9762\u63d0\u53d6\u4fe1\u606f<\/li>\n<li>\u652f\u6301\u5e76\u884cLLM\u8c03\u7528\uff0c\u63d0\u9ad8\u5904\u7406\u6548\u7387<\/li>\n<\/ul>\n<ol start=\"2\">\n<li>\u641c\u7d22\u7ed3\u679c\u6293\u53d6<\/li>\n<\/ol>\n<ul>\n<li>\u4f7f\u7528SearchGraph\u53ef\u4ee5\u76f4\u63a5\u4ece\u641c\u7d22\u5f15\u64ce\u7ed3\u679c\u4e2d\u63d0\u53d6\u4fe1\u606f<\/li>\n<li>\u652f\u6301\u8bbe\u7f6e\u63d0\u53d6\u7ed3\u679c\u6570\u91cf<\/li>\n<\/ul>\n<ol start=\"3\">\n<li>\u8bed\u97f3\u8f6c\u6362<\/li>\n<\/ol>\n<ul>\n<li>\u4f7f\u7528SpeechGraph\u53ef\u4ee5\u5c06\u7f51\u9875\u5185\u5bb9\u8f6c\u6362\u4e3a\u97f3\u9891\u6587\u4ef6<\/li>\n<li>\u652f\u6301\u591a\u79cd\u8bed\u97f3\u5408\u6210\u9009\u9879<\/li>\n<\/ul>\n<ol start=\"4\">\n<li>\u81ea\u52a8\u811a\u672c\u751f\u6210<\/li>\n<\/ol>\n<ul>\n<li>ScriptCreatorGraph\u53ef\u4ee5\u751f\u6210\u7528\u4e8e\u5185\u5bb9\u63d0\u53d6\u7684Python\u811a\u672c<\/li>\n<li>\u652f\u6301\u5355\u9875\u9762\u548c\u591a\u9875\u9762\u811a\u672c\u751f\u6210<\/li>\n<\/ul>\n<ol start=\"5\">\n<li>LLM\u96c6\u6210<\/li>\n<\/ol>\n<ul>\n<li>\u652f\u6301\u591a\u79cdLLM\u670d\u52a1\uff1aOpenAI\u3001Groq\u3001Azure\u3001Gemini<\/li>\n<li>\u652f\u6301\u672c\u5730Ollama\u6a21\u578b\uff08\u9700\u8981\u5148\u5b89\u88c5Ollama\u5e76\u4e0b\u8f7d\u6a21\u578b\uff09<\/li>\n<\/ul>\n<h3>4. \u6ce8\u610f\u4e8b\u9879<\/h3>\n<ol>\n<li>\u786e\u4fdd\u5728\u4f7f\u7528\u524d\u6b63\u786e\u914d\u7f6eAPI\u5bc6\u94a5<\/li>\n<li>\u5efa\u8bae\u5728\u865a\u62df\u73af\u5883\u4e2d\u8fd0\u884c\u4ee5\u907f\u514d\u4f9d\u8d56\u51b2\u7a81<\/li>\n<li>\u4f7f\u7528\u672c\u5730\u6a21\u578b\u65f6\u9700\u63d0\u524d\u5b89\u88c5\u5e76\u4e0b\u8f7d\u76f8\u5e94\u6a21\u578b<\/li>\n<li>\u9075\u5b88\u7f51\u7ad9\u7684\u4f7f\u7528\u6761\u6b3e\u548c\u6293\u53d6\u653f\u7b56<\/li>\n<li>\u6ce8\u610f\u63a7\u5236\u6293\u53d6\u9891\u7387\uff0c\u907f\u514d\u5bf9\u76ee\u6807\u7f51\u7ad9\u9020\u6210\u538b\u529b<\/li>\n<\/ol>\n<h3>5. \u6545\u969c\u6392\u9664<\/h3>\n<ul>\n<li>\u5982\u9047\u5230\u4f9d\u8d56\u51b2\u7a81\uff0c\u5efa\u8bae\u91cd\u65b0\u521b\u5efa\u865a\u62df\u73af\u5883<\/li>\n<li>API\u8c03\u7528\u5931\u8d25\u65f6\u68c0\u67e5\u5bc6\u94a5\u914d\u7f6e<\/li>\n<li>\u9875\u9762\u6293\u53d6\u5931\u8d25\u65f6\u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u548c\u76ee\u6807\u7f51\u7ad9\u53ef\u7528\u6027<\/li>\n<\/ul>\n<h3>6. \u83b7\u53d6\u5e2e\u52a9<\/h3>\n<ul>\n<li>\u5b98\u65b9\u6587\u6863\uff1ahttps:\/\/scrapegraph-ai.readthedocs.io\/<\/li>\n<li>Docusaurus\u6587\u6863\uff1ahttps:\/\/docs-oss.scrapegraphai.com\/<\/li>\n<li>Discord\u793e\u533a\u652f\u6301\uff1ahttps:\/\/discord.gg\/uJN7TYcpNa<\/li>\n<li>GitHub\u95ee\u9898\u8ffd\u8e2a\uff1ahttps:\/\/github.com\/ScrapeGraphAI\/Scrapegraph-ai\/issues<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u53c2\u8003\u6587\u7ae0\uff1a<a href=\"https:\/\/www.aivi.fyi\/aiagents\/introduce-ScrapeGraphAI+LangChain+LangGraph\">ScrapeGraphAI\u5f00\u542f\u667a\u80fd\u6570\u636e\u6293\u53d6\u65b0\u65f6\u4ee3\uff01\u7528AI\u91cd\u5851\u6570\u636e\u63d0\u53d6\u65b9\u5f0f\uff01ScrapeGraphAI+LangChain+LangGraph\u6253\u9020\u6700\u5f3a\u6587\u7ae0\u91c7\u96c6\u548c\u5199\u4f5cAI\u667a\u80fd\u4f53\uff01\u8ba9\u5185\u5bb9\u521b\u4f5c\u66f4\u7b80\u5355<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ScrapeGraphAI\u662f\u4e00\u4e2a\u521b\u65b0\u7684Python\u7f51\u9875\u6293\u53d6\u5e93\uff0c\u5b83\u5de7\u5999\u5730\u7ed3\u5408\u4e86\u5927\u8bed\u8a00\u6a21\u578b(LLM)\u548c\u76f4\u63a5\u56fe\u903b\u8f91\u6765\u521b\u5efa\u7f51\u7ad9\u548c\u672c\u5730\u6587\u6863\u7684\u6293\u53d6\u7ba1\u9053\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u5b83\u7684\u7b80\u5355\u6027\u548c\u5f3a\u5927\u529f\u80fd\u7684\u5b8c\u7f8e\u5e73\u8861\uff1a\u7528\u6237\u53ea\u9700\u63cf\u8ff0\u60f3\u8981\u63d0\u53d6\u7684\u4fe1\u606f\uff0cScrapeGra&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,499],"tags":[230,252],"class_list":["post-16946","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-document-extraction","tag-aikaiyuanxiangmu","tag-markdown"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/16946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=16946"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/16946\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=16946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=16946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=16946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}