{"id":91230,"date":"2026-08-07T12:41:04","date_gmt":"2026-08-07T04:41:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/91230.html"},"modified":"2026-08-07T12:41:04","modified_gmt":"2026-08-07T04:41:04","slug":"%e8%a3%85%e9%97%ad%ef%bc%8c%e8%ae%a9%e8%a3%85%e4%bf%ae%e5%a5%97%e8%b7%af%e8%a3%85%e4%b8%8d%e4%b8%8b%e5%8e%bb","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/91230.html","title":{"rendered":"\u201c\u88c5\u95ed\u201d\uff0c\u8ba9\u88c5\u4fee\u5957\u8def\u201c\u88c5\u201d\u4e0d\u4e0b\u53bb"},"content":{"rendered":"<p>\u613f\u6bcf\u4e2a\u4e1a\u4e3b\u5728\u88c5\u4fee\u8def\u4e0a\u5fc3\u4e2d\u6709\u6570&#xff0c;\u4e8e\u662f&#xff0c;\u300c\u88c5\u95ed\u300d\u6765\u4e86\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807044052-6a7561d4e67ea.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u88c5\u4fee\u884c\u4e1a\u7684\u6c34\u6709\u70b9\u513f\u6df1<\/h3>\n<p>\u5f88\u591a\u4eba\u88c5\u4fee\u5b8c\u56de\u5934\u770b&#xff0c;\u90fd\u53d1\u73b0\u81ea\u5df1\u82b1\u4e86\u4e0d\u5c11\u51a4\u6789\u94b1\u3002\u8bbe\u8ba1\u5e08\u753b\u7684\u6548\u679c\u56fe\u7f8e\u8f6e\u7f8e\u5942\u2014\u2014\u590d\u6742\u540a\u9876\u3001\u6ee1\u5899\u80cc\u666f\u5899\u3001\u5f00\u653e\u683c\u4e66\u67b6\u2026\u2026\u88c5\u597d\u4ee5\u540e\u624d\u53d1\u73b0&#xff0c;\u8fd9\u4e9b\u4e1c\u897f\u8d39\u94b1\u4e0d\u8bf4&#xff0c;\u65e5\u5e38\u6253\u7406\u8fd8\u7279\u522b\u8d39\u52b2\u3002\u540a\u9876\u79ef\u7070\u3001\u5f00\u653e\u683c\u85cf\u6c61\u7eb3\u57a2\u3001\u82b1\u54e8\u706f\u5e26\u4e00\u5e74\u5230\u5934\u5f00\u4e0d\u4e86\u51e0\u6b21\u3002<\/p>\n<p>\u66f4\u522b\u8bf4\u5408\u540c\u548c\u62a5\u4ef7\u5355\u91cc\u7684\u732b\u817b\u3002\u589e\u9879\u6f0f\u9879\u3001\u6a21\u7cca\u5de5\u827a\u63cf\u8ff0\u3001\u865a\u62a5\u6750\u6599\u6570\u91cf\u2014\u2014\u8fd9\u4e9b\u5957\u8def\u88c5\u4fee\u516c\u53f8\u73a9\u5f97\u8f7b\u8f66\u719f\u8def&#xff0c;\u4f46\u666e\u901a\u4e1a\u4e3b\u6839\u672c\u65e0\u4ece\u5206\u8fa8\u3002\u968f\u4fbf\u4e00\u4e2a\u589e\u9879&#xff0c;\u51e0\u5343\u5757\u751a\u81f3\u4e0a\u4e07\u5757\u5c31\u591a\u51fa\u6765\u4e86\u3002<\/p>\n<p>\u4e8e\u662f\u5c31\u6709\u4e86\u300c\u88c5\u95ed\u300d&#xff08;RenoPit&#xff09;\u8fd9\u4e2a\u9879\u76ee\u3002\u88c5\u4fee\u95ed\u5751&#xff0c;RenoPit \/\u02c8ri\u02d0no\u028a p\u026at\/ \u53d6\u81ea Renovation&#xff08;\u88c5\u4fee&#xff09;&#043; Pitfall&#xff08;\u9677\u9631&#xff09;\u3002<\/p>\n<p>\u9879\u76ee\u5df2\u5f00\u6e90&#xff1a; https:\/\/github.com\/fthux\/RenoPit<\/p>\n<p>\u5728\u7ebf Demo \u4e34\u65f6\u9884\u89c8\u6548\u679c&#xff1a;<\/p>\n<p>\u5728\u7ebf\u4f53\u9a8c&#xff1a; https:\/\/renopit.fthux.com<\/p>\n<h3>\u300c\u88c5\u95ed\u300d\u80fd\u505a\u4ec0\u4e48&#xff1f;<\/h3>\n<p>\u4e00\u53e5\u8bdd\u6982\u62ec&#xff1a;\u4e0a\u4f20\u4f60\u5bb6\u7684\u8bbe\u8ba1\u56fe\u7eb8\u548c\u5408\u540c\u62a5\u4ef7\u5355&#xff0c;AI \u5e2e\u4f60\u5ba1\u67e5\u51fa\u95ee\u9898\u3001\u63ed\u9732\u5957\u8def\u3002<\/p>\n<p>\u64cd\u4f5c\u6d41\u7a0b\u975e\u5e38\u7b80\u5355&#xff0c;\u56db\u6b65\u641e\u5b9a&#xff1a;<\/p>\n<li>\u4e0a\u4f20\u8bbe\u8ba1\u56fe\u7eb8\u2014\u2014\u6237\u578b\u56fe\u3001\u6548\u679c\u56fe\u3001\u540a\u9876\u56fe\u90fd\u80fd\u4f20&#xff0c;\u4e00\u6b21\u4f20\u591a\u5f20\u4e5f\u6ca1\u95ee\u9898&#xff0c;\u53ea\u8981\u4f60token\u8db3\u591f<\/li>\n<li>\u4e0a\u4f20\u5408\u540c\u548c\u62a5\u4ef7\u5355\u2014\u2014PDF\u3001TXT \u7b49\u6587\u672c\u6587\u4ef6\u4e5f\u53ef\u4ee5\u4e0a\u4f20<\/li>\n<li>\u8865\u5145\u51e0\u53e5\u6587\u5b57\u8bf4\u660e\u2014\u2014\u53ef\u4ee5\u7b80\u5355\u63cf\u8ff0\u4e00\u4e0b\u623f\u5c4b\u60c5\u51b5\u548c\u4f60\u7684\u7591\u8651\u7b49<\/li>\n<li>\u70b9\u51fb\u5206\u6790&#xff0c;\u7b49\u5f85\u7ed3\u679c\u2014\u2014AI \u5206\u6790\u540e&#xff0c;\u751f\u6210\u8be6\u7ec6\u7684\u53ef\u89c6\u5316\u62a5\u544a&#xff0c;\u5206\u6790\u65f6\u957f\u53d6\u51b3\u4e8e\u4f60\u4e0a\u4f20\u7684\u591a\u5c11&#xff0c;\u53ea\u8981\u4e0d\u662f\u592a\u591a&#xff0c;\u4e94\u5206\u949f\u4ee5\u5185\u90fd\u80fd\u51fa\u7ed3\u679c<\/li>\n<p>\u62a5\u544a\u4f1a\u9010\u6761\u5217\u51fa\u53d1\u73b0\u7684\u95ee\u9898&#xff0c;\u5305\u62ec\u5177\u4f53\u8bf4\u660e\u3001\u98ce\u9669\u7b49\u7ea7\u548c\u6539\u8fdb\u5efa\u8bae\u3002\u5408\u540c\u548c\u62a5\u4ef7\u5355\u4e5f\u4f1a\u88ab\u9010\u6761\u5ba1\u67e5&#xff0c;\u6307\u51fa\u54ea\u4e9b\u8d39\u7528\u504f\u9ad8\u3001\u54ea\u4e9b\u8868\u8ff0\u6709\u5751\u3001\u54ea\u91cc\u53ef\u80fd\u9690\u85cf\u589e\u9879\u3002<\/p>\n<p>\u5e9f\u8bdd\u5c11\u8bf4&#xff0c;\u76f4\u63a5\u4e0a\u622a\u56fe\u611f\u53d7\u4e00\u4e0b\u6211\u4e0a\u4f20\u4e86\u4e24\u4efd\u771f\u5b9e\u7684PDF\u540e\u751f\u6210\u7684\u62a5\u544a&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807044054-6a7561d66be45.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u25b2 \u603b\u4f53\u8bc4\u4ef7&#xff1a;\u4e00\u773c\u770b\u6e05\u4f60\u5bb6\u88c5\u4fee\u65b9\u6848\u7684\u9760\u8c31\u7a0b\u5ea6&#xff0c;\u9ad8\u4f4e\u98ce\u9669\u9879\u9010\u6761\u8fc7<\/p>\n<p>\u25b2 \u95ee\u9898\u8be6\u60c5&#xff1a;\u6bcf\u4e2a\u5751\u90fd\u6709\u5177\u4f53\u7684\u98ce\u9669\u7b49\u7ea7\u3001\u95ee\u9898\u8bf4\u660e\u548c\u5e94\u5bf9\u5efa\u8bae&#xff0c;\u4e0d\u662f\u6cdb\u6cdb\u800c\u8c08<\/p>\n<p>\u25b2 \u5408\u540c\u62a5\u4ef7\u5355\u5206\u6790&#xff1a;\u8d39\u7528\u660e\u7ec6\u9010\u9879\u5ba1\u67e5&#xff0c;\u504f\u9ad8\u504f\u4f4e\u4e00\u76ee\u4e86\u7136<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807044057-6a7561d91b714.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u25b2 \u8de8\u6587\u6863\u4ea4\u53c9\u6838\u67e5&#xff1a;\u628a\u5e73\u9762\u56fe\u3001\u62a5\u4ef7\u5355\u3001\u5408\u540c\u4e32\u8d77\u6765\u5bf9\u6bd4&#xff0c;\u53d1\u73b0\u6570\u636e\u4e0d\u4e00\u81f4\u7684\u5730\u65b9<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/08\/20260807044059-6a7561db42625.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u25b2 \u589e\u9879\u9884\u6d4b&#xff1a;\u63d0\u524d\u9884\u8b66\u54ea\u4e9b\u5730\u65b9\u88c5\u4fee\u516c\u53f8\u53ef\u80fd\u540e\u671f\u52a0\u94b1&#xff0c;\u522b\u7b49\u505a\u5b8c\u624d\u53d1\u73b0\u8d85\u9884\u7b97<\/p>\n<p>\u5206\u6790\u5b8c\u6210\u540e\u8fd8\u80fd\u4e00\u952e\u5bfc\u51fa PDF\u3002<\/p>\n<h3>\u300c\u88c5\u95ed\u300d\u51ed\u4ec0\u4e48\u80fd\u53d1\u73b0\u8fd9\u4e9b\u5751&#xff1f;<\/h3>\n<p>\u5173\u952e\u5728\u4e8e\u7acb\u573a\u2014\u2014\u300c\u88c5\u95ed\u300d\u4e0d\u662f\u4e2d\u7acb\u5de5\u5177&#xff0c;\u800c\u662f\u5b8c\u5168\u7ad9\u5728\u6d88\u8d39\u8005\u8fd9\u8fb9\u7684\u3002<\/p>\n<p>\u7cfb\u7edf\u5185\u7f6e\u4e86\u4e00\u4efd\u7cbe\u9009\u7684\u88c5\u4fee\u5751\u4f4d\u77e5\u8bc6\u5e93&#xff0c;\u8986\u76d6\u4e94\u5927\u7c7b\u5e38\u89c1\u95ee\u9898&#xff1a;\u536b\u751f\u6b7b\u89d2\u3001\u7a7a\u95f4\u538b\u8feb\u611f\u3001\u5b9e\u7528\u6027\u4f2a\u9700\u6c42\u3001\u9690\u6027\u6210\u672c\u3001\u5b89\u5168\u5065\u5eb7\u3002\u8fd9\u4e9b\u5751\u4f4d\u6e05\u5355\u4e0d\u662f\u51ed\u7a7a\u7f16\u7684&#xff0c;\u800c\u662f\u4ece\u5927\u91cf\u88c5\u4fee\u4e1a\u4e3b\u7684\u771f\u5b9e\u8e29\u5751\u7ecf\u9a8c\u4e2d\u603b\u7ed3\u51fa\u6765\u7684\u3002<\/p>\n<p>\u540c\u65f6&#xff0c;AI \u8fd8\u4f1a\u8054\u7f51\u641c\u7d22\u6700\u65b0\u7684\u88c5\u4fee\u5957\u8def\u3002\u6709\u4e9b\u65b0\u578b\u6750\u6599\u9677\u9631\u3001\u5f53\u4e0b\u6d41\u884c\u7684\u4f2a\u9700\u6c42&#xff0c;\u672c\u5730\u77e5\u8bc6\u5e93\u91cc\u53ef\u80fd\u6ca1\u6536\u5f55&#xff0c;\u901a\u8fc7\u8054\u7f51\u641c\u7d22\u5c31\u80fd\u8865\u4e0a\u3002<\/p>\n<p>\u7b80\u5355\u8bf4&#xff0c;\u300c\u88c5\u95ed\u300d\u76f8\u5f53\u4e8e\u4e00\u4e2a\u6c38\u4e0d\u75b2\u5026\u7684\u76d1\u7406 &#043; \u5927\u91cf\u4e1a\u4e3b\u7ecf\u9a8c\u5e93\u7684\u5408\u4f53\u3002<\/p>\n<p>\u7cfb\u7edf\u4f1a\u9ed8\u8ba4\u8d28\u7591\u6240\u6709&#034;\u590d\u6742\u88c5\u9970&#034;\u548c&#034;\u5e38\u89c1\u589e\u9879&#034;\u3002\u4efb\u4f55\u589e\u52a0\u6210\u672c\u5374\u964d\u4f4e\u751f\u6d3b\u54c1\u8d28\u7684\u8bbe\u8ba1&#xff0c;\u90fd\u4f1a\u88ab\u6807\u8bb0\u51fa\u6765\u3002\u5f53\u7136&#xff0c;\u89c9\u5f97\u592a\u6fc0\u8fdb\u7684\u8bdd\u4e5f\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u60c5\u51b5\u53d6\u820d\u2014\u2014\u6700\u7ec8\u505a\u51b3\u5b9a\u7684\u8fd8\u662f\u4f60\u81ea\u5df1\u3002<\/p>\n<h3>\u5f00\u6e90 &amp; \u5728\u7ebf\u4f53\u9a8c<\/h3>\n<p>&#x1f449; \u5f00\u6e90\u5730\u5740&#xff1a;https:\/\/github.com\/fthux\/RenoPit<\/p>\n<p>\u4e0d\u60f3\u81ea\u5df1\u90e8\u7f72\u7684\u8bdd&#xff0c;\u53ef\u4ee5\u76f4\u63a5\u7528\u5728\u7ebf Demo \u4f53\u9a8c&#xff1a;<\/p>\n<p>&#x1f449; \u5728\u7ebf\u4f53\u9a8c&#xff1a;https:\/\/renopit.fthux.com<\/p>\n<p>\u672c\u5730\u90e8\u7f72&#xff1a;<\/p>\n<ul>\n<li>\u5b89\u88c5 Docker<\/li>\n<li>\u51c6\u5907\u4e00\u4e2a LLM API Key&#xff08;OpenAI \u6216\u517c\u5bb9\u63a5\u53e3&#xff09;<\/li>\n<\/ul>\n<h5>1. \u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/h5>\n<p><span class=\"token function\">cp<\/span> .env.example .env<br \/>\n<span class=\"token comment\"># \u7f16\u8f91 .env \u586b\u5165\u4f60\u7684 API Key<\/span><\/p>\n<p>\u5fc5\u987b\u7684\u73af\u5883\u53d8\u91cf&#xff1a;<\/p>\n<p># LLM API\u914d\u7f6e&#xff08;\u652f\u6301 OpenAI SDK \u683c\u5f0f\u7684\u4efb\u610f LLM API&#xff09;<br \/>\n# \u5982\u679c\u9700\u8981\u5206\u6790\u56fe\u7247&#xff0c;\u8bf7\u914d\u7f6e\u652f\u6301\u591a\u6a21\u6001\u7684 LLM API<br \/>\nLLM_API_KEY&#061;your_api_key<br \/>\nLLM_BASE_URL&#061;llm_base_url<br \/>\nLLM_MODEL_NAME&#061;llm_model_name<\/p>\n<h5>2. \u4e00\u952e\u542f\u52a8<\/h5>\n<p><span class=\"token function\">docker-compose<\/span> up <span class=\"token parameter variable\">-d<\/span><\/p>\n<h5>3. \u8bbf\u95ee\u7cfb\u7edf<\/h5>\n<table>\n<tr>\u670d\u52a1\u5730\u5740<\/tr>\n<tbody>\n<tr>\n<td>\u524d\u7aef\u754c\u9762<\/td>\n<td>http:\/\/localhost:3000<\/td>\n<\/tr>\n<tr>\n<td>\u540e\u7aef API \u6587\u6863 (Swagger)<\/td>\n<td>http:\/\/localhost:8000\/docs<\/td>\n<\/tr>\n<tr>\n<td>\u540e\u7aef API \u6587\u6863 (ReDoc)<\/td>\n<td>http:\/\/localhost:8000\/redoc<\/td>\n<\/tr>\n<tr>\n<td>\u5065\u5eb7\u68c0\u67e5<\/td>\n<td>http:\/\/localhost:8000\/health<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u8fd9\u4e2a\u9879\u76ee\u7684\u610f\u4e49<\/h3>\n<p>\u88c5\u4fee\u884c\u4e1a\u7684\u4fe1\u606f\u4e0d\u5bf9\u79f0\u662f\u4e2a\u8001\u95ee\u9898\u4e86&#xff0c;\u590d\u6742\u88c5\u9970\u3001\u6a21\u7cca\u62a5\u4ef7\u3001\u9690\u85cf\u589e\u9879\u2026\u2026\u8fd9\u4e9b\u5957\u8def\u6bcf\u5e74\u8ba9\u65e0\u6570\u4e1a\u4e3b\u591a\u82b1\u51e0\u4e07\u751a\u81f3\u5341\u51e0\u4e07\u7684\u51a4\u6789\u94b1\u3002<\/p>\n<p>\u300c\u88c5\u95ed\u300d\u7684\u521d\u8877\u5c31\u662f\u62c9\u5e73\u8fd9\u79cd\u4fe1\u606f\u5dee\u3002\u54ea\u6015\u5b83\u53ea\u5e2e\u4f60\u53d1\u73b0\u4e86\u4e00\u4e2a\u5751\u3001\u7701\u4e0b\u4e00\u767e\u5757\u94b1&#xff0c;\u8fd9\u4e2a\u9879\u76ee\u5c31\u6709\u4e86\u4ef7\u503c\u3002<\/p>\n<h3>\u6700\u540e<\/h3>\n<p>\u5982\u679c\u4f60\u6b63\u51c6\u5907\u88c5\u4fee&#xff0c;\u4e0d\u59a8\u8bd5\u8bd5\u300c\u88c5\u95ed\u300d&#xff0c;\u628a\u8bbe\u8ba1\u56fe\u548c\u62a5\u4ef7\u5355\u4e22\u8fdb\u53bb\u8dd1\u4e00\u904d\u3002\u5b83\u4e0d\u80fd\u4fdd\u8bc1\u4e00\u5206\u94b1\u90fd\u4e0d\u591a\u82b1&#xff0c;\u4f46\u81f3\u5c11\u80fd\u8ba9\u90a3\u4e9b\u85cf\u5728\u56fe\u7eb8\u548c\u5408\u540c\u91cc\u7684\u5751&#xff0c;\u65e0\u6240\u9041\u5f62\u3002<\/p>\n<p>\u88c5\u4fee\u8def\u4e0a&#xff0c;\u80fd\u7701\u5219\u7701&#xff0c;\u5c11\u8e29\u4e00\u4e2a\u5751\u662f\u4e00\u4e2a\u5751\u3002<\/p>\n<p>\u88c5\u4fee\u8def\u4e0a&#xff0c;\u8fd8\u662f\u8981\u81ea\u5df1\u5fc3\u4e2d\u6709\u6570\u3002<\/p>\n<p>\u88c5\u4fee\u8def\u4e0a&#xff0c;\u300c\u88c5\u95ed\u300d\u5c31\u884c\u4e86\u3002<\/p>\n<p>\u9879\u76ee\u5df2\u5f00\u6e90&#xff1a; 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