{"id":21139,"date":"2025-02-15T10:52:26","date_gmt":"2025-02-15T02:52:26","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=21139"},"modified":"2025-07-14T10:23:06","modified_gmt":"2025-07-14T02:23:06","slug":"wdoc","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/wdoc\/","title":{"rendered":"wdoc\uff1a\u4ece\u6d77\u91cf\u3001\u591a\u6e90\u6587\u6863\u4e2d\u68c0\u7d22\u5185\u5bb9\u5e76\u603b\u7ed3\u77e5\u8bc6"},"content":{"rendered":"<p>wdoc\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u7cfb\u7edf\uff0c\u4e13\u4e3a\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u591a\u6837\u5316\u7684\u6587\u6863\u800c\u8bbe\u8ba1\u3002\u5b83\u80fd\u591f\u4ece\u5404\u79cd\u6587\u4ef6\u7c7b\u578b\u4e2d\u8fdb\u884c\u68c0\u7d22\uff0c\u5305\u62ecPDF\u3001\u7f51\u9875\u3001YouTube\u89c6\u9891\u3001\u97f3\u9891\u6587\u4ef6\u7b49\u3002wdoc\u7279\u522b\u9002\u5408\u5904\u7406\u5927\u91cf\u4fe1\u606f\u6e90\uff0c\u662f\u7814\u7a76\u4eba\u5458\u3001\u5b66\u751f\u548c\u9700\u8981\u5904\u7406\u5927\u91cf\u4fe1\u606f\u7684\u4e13\u4e1a\u4eba\u58eb\u7684\u7406\u60f3\u5de5\u5177\u3002\u8be5\u7cfb\u7edf\u5229\u7528LangChain\u5e93\u8fdb\u884c\u6587\u6863\u5904\u7406\uff0c\u652f\u6301\u591a\u79cdLLM\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09\u63d0\u4f9b\u5546\uff0c\u5e76\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u7684\u68c0\u7d22\u548c\u603b\u7ed3\u529f\u80fd\u3002wdoc\u8fd8\u5728\u4e0d\u65ad\u5f00\u53d1\u4e2d\uff0c\u6b22\u8fce\u7528\u6237\u63d0\u4f9b\u53cd\u9988\u548c\u529f\u80fd\u8bf7\u6c42\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-21140\" title=\"wdoc\uff1a\u4ece\u6d77\u91cf\u3001\u591a\u6e90\u6587\u6863\u4e2d\u68c0\u7d22\u5185\u5bb9\u5e76\u603b\u7ed3\u77e5\u8bc6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/be613015ae5cbe6.png\" alt=\"wdoc\uff1a\u4ece\u6d77\u91cf\u3001\u591a\u6e90\u6587\u6863\u4e2d\u68c0\u7d22\u5185\u5bb9\u5e76\u603b\u7ed3\u77e5\u8bc6-1\" width=\"694\" height=\"411\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u591a\u6587\u4ef6\u7c7b\u578b\u652f\u6301<\/strong>\uff1a\u652f\u6301\u8d85\u8fc715\u79cd\u6587\u4ef6\u7c7b\u578b\uff0c\u5305\u62ecPDF\u3001\u7f51\u9875\u3001YouTube\u89c6\u9891\u3001\u97f3\u9891\u6587\u4ef6\u7b49\u3002<\/li>\n<li><strong>\u9ad8\u7cbe\u5ea6\u68c0\u7d22\u548c\u603b\u7ed3<\/strong>\uff1a\u901a\u8fc7\u5d4c\u5165\u641c\u7d22\u548c\u8bed\u4e49\u6279\u5904\u7406\uff0c\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u7684\u6587\u6863\u68c0\u7d22\u548c\u603b\u7ed3\u3002<\/li>\n<li><strong>\u591aLLM\u652f\u6301<\/strong>\uff1a\u652f\u6301\u591a\u79cdLLM\u63d0\u4f9b\u5546\uff0c\u5305\u62ec\u672c\u5730\u6a21\u578b\u548c\u5177\u6709\u989d\u5916\u5b89\u5168\u5c42\u7684\u79c1\u6709\u6a21\u578b\u3002<\/li>\n<li><strong>\u9ad8\u7ea7RAG\u529f\u80fd<\/strong>\uff1a\u4f7f\u7528\u5f31LLM\u8fc7\u6ee4\u65e0\u5173\u6587\u6863\uff0c\u5f3aLLM\u63d0\u4f9b\u7cbe\u51c6\u56de\u7b54\uff0c\u5e76\u901a\u8fc7\u8bed\u4e49\u805a\u7c7b\u548c\u6392\u5e8f\u5408\u5e76\u7b54\u6848\u3002<\/li>\n<li><strong>\u6613\u4e8e\u6269\u5c55<\/strong>\uff1a\u4e0d\u4ec5\u662f\u4e00\u4e2a\u5de5\u5177\uff0c\u4e5f\u662f\u4e00\u4e2a\u5e93\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u5176\u4ed6Python\u9879\u76ee\u4e2d\u4f7f\u7528wdoc\u3002<\/li>\n<li><strong>\u8be6\u7ec6\u6587\u6863\u548c\u5e2e\u52a9<\/strong>\uff1a\u63d0\u4f9b\u4e30\u5bcc\u7684\u6587\u6863\u548c\u5e2e\u52a9\u4fe1\u606f\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5<\/h3>\n<p>wdoc\u76ee\u524d\u9700\u8981Python 3.11\u7248\u672c\u8fd0\u884c\u3002\u8bf7\u786e\u4fdd\u60a8\u7684Python\u7248\u672c\u6b63\u786e\uff0c\u7136\u540e\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<ol>\n<li>\u4f7f\u7528pip\u5b89\u88c5\uff1a\n<pre><code>pip install -U wdoc<\/code><\/pre>\n<\/li>\n<\/ol>\n<ol start=\"2\">\n<li>\u6216\u8005\u5b89\u88c5\u7279\u5b9a\u7684git\u5206\u652f\uff1a\n<pre><code>pip install git+https:\/\/github.com\/thiswillbeyourgithub\/wdoc@dev\r\n<\/code><\/pre>\n<\/li>\n<li>\u5efa\u8bae\u5b89\u88c5pdftotext\u548cfasttext\u652f\u6301\uff1a\n<pre><code>pip install -U wdoc[pdftotext] wdoc[fasttext]\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528<\/h3>\n<ol>\n<li>\u6dfb\u52a0\u6240\u9700\u7684API\u5bc6\u94a5\u4f5c\u4e3a\u73af\u5883\u53d8\u91cf\uff1a\n<pre><code>export OPENAI_API_KEY=\"\u60a8\u7684API\u5bc6\u94a5\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u542f\u52a8wdoc\uff1a\n<pre><code>wdoc --task=query --path=\u60a8\u7684\u6587\u6863\u8def\u5f84\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<h4>\u6587\u6863\u67e5\u8be2<\/h4>\n<p>\u4f7f\u7528wdoc\u67e5\u8be2\u6587\u6863\u5185\u5bb9\uff1a<\/p>\n<pre><code>wdoc --task=query --path=\u60a8\u7684\u6587\u6863\u8def\u5f84 --filetype=pdf --query=\"\u67e5\u8be2\u5185\u5bb9\"\r\n<\/code><\/pre>\n<p>\u8be5\u547d\u4ee4\u5c06\u4ece\u6307\u5b9a\u8def\u5f84\u52a0\u8f7dPDF\u6587\u4ef6\uff0c\u5e76\u6839\u636e\u67e5\u8be2\u5185\u5bb9\u8fdb\u884c\u68c0\u7d22\uff0c\u8fd4\u56de\u76f8\u5173\u6587\u6863\u3002<\/p>\n<h4>\u6587\u6863\u603b\u7ed3<\/h4>\n<p>\u4f7f\u7528wdoc\u5bf9\u6587\u6863\u8fdb\u884c\u603b\u7ed3\uff1a<\/p>\n<pre><code>wdoc --task=summarize --path=\u60a8\u7684\u6587\u6863\u8def\u5f84 --filetype=pdf\r\n<\/code><\/pre>\n<p>\u8be5\u547d\u4ee4\u5c06\u5bf9\u6307\u5b9a\u8def\u5f84\u7684PDF\u6587\u4ef6\u8fdb\u884c\u603b\u7ed3\uff0c\u8fd4\u56de\u8be6\u7ec6\u7684\u6587\u6863\u5185\u5bb9\u6982\u8981\u3002<\/p>\n<h4>\u7ec4\u5408\u4efb\u52a1<\/h4>\n<p>\u60a8\u8fd8\u53ef\u4ee5\u7ec4\u5408\u67e5\u8be2\u548c\u603b\u7ed3\u4efb\u52a1\uff1a<\/p>\n<pre><code>wdoc --task=summarize_then_query --path=\u60a8\u7684\u6587\u6863\u8def\u5f84 --filetype=pdf\r\n<\/code><\/pre>\n<p>\u8be5\u547d\u4ee4\u5c06\u9996\u5148\u603b\u7ed3\u6587\u6863\u5185\u5bb9\uff0c\u7136\u540e\u5141\u8bb8\u60a8\u5bf9\u603b\u7ed3\u5185\u5bb9\u8fdb\u884c\u8fdb\u4e00\u6b65\u67e5\u8be2\u3002<\/p>\n<h3>\u9ad8\u7ea7\u529f\u80fd<\/h3>\n<p>wdoc\u652f\u6301\u591a\u79cd\u9ad8\u7ea7\u529f\u80fd\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u591a\u6587\u4ef6\u7c7b\u578b\u652f\u6301<\/strong>\uff1a\u901a\u8fc7\u9012\u5f52\u8def\u5f84\u3001\u94fe\u63a5\u6587\u4ef6\u7b49\u52a0\u8f7d\u591a\u79cd\u6587\u4ef6\u7c7b\u578b\u3002<\/li>\n<li><strong>\u9ad8\u7ea7RAG\u529f\u80fd<\/strong>\uff1a\u4f7f\u7528\u591a\u67e5\u8be2\u68c0\u7d22\u3001\u8bed\u4e49\u6279\u5904\u7406\u7b49\u6280\u672f\u63d0\u9ad8\u68c0\u7d22\u7cbe\u5ea6\u3002<\/li>\n<li><strong>\u672c\u5730\u548c\u79c1\u6709LLM\u652f\u6301<\/strong>\uff1a\u786e\u4fdd\u6570\u636e\u5b89\u5168\uff0c\u4e0d\u6cc4\u9732\u7ed9\u5916\u90e8\u63d0\u4f9b\u5546\u3002<\/li>\n<li><strong>\u8be6\u7ec6\u7684\u6587\u6863\u548c\u5e2e\u52a9<\/strong>\uff1a\u901a\u8fc7<code>wdoc --help<\/code>\u83b7\u53d6\u66f4\u591a\u4f7f\u7528\u4fe1\u606f\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>wdoc\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684RAG\uff08\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff09\u7cfb\u7edf\uff0c\u4e13\u4e3a\u5904\u7406\u548c\u5206\u6790\u5927\u91cf\u591a\u6837\u5316\u7684\u6587\u6863\u800c\u8bbe\u8ba1\u3002\u5b83\u80fd\u591f\u4ece\u5404\u79cd\u6587\u4ef6\u7c7b\u578b\u4e2d\u8fdb\u884c\u68c0\u7d22\uff0c\u5305\u62ecPDF\u3001\u7f51\u9875\u3001YouTube\u89c6\u9891\u3001\u97f3\u9891\u6587\u4ef6\u7b49\u3002wdoc\u7279\u522b\u9002\u5408\u5904\u7406\u5927\u91cf\u4fe1\u606f\u6e90\uff0c\u662f\u7814\u7a76\u4eba\u5458\u3001\u5b66\u751f\u548c\u9700\u8981\u5904\u7406\u5927\u91cf\u4fe1\u606f\u7684&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61836,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,243],"class_list":["post-21139","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/21139","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=21139"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/21139\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61836"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=21139"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=21139"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=21139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}