{"id":7660,"date":"2024-10-25T01:25:23","date_gmt":"2024-10-24T17:25:23","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=7660"},"modified":"2025-07-16T07:56:50","modified_gmt":"2025-07-15T23:56:50","slug":"vectorize","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/vectorize\/","title":{"rendered":"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u7ba1\u7406\u5e73\u53f0\uff0cRAG\u591a\u7ba1\u9053\u8bc4\u4f30"},"content":{"rendered":"<p>Vectorize \u662f\u4e00\u4e2a\u4e13\u6ce8\u4e8e\u6570\u636e\u5411\u91cf\u5316\u7684\u5e73\u53f0\uff0c\u65e8\u5728\u5c06\u975e\u7ed3\u6784\u5316\u6570\u636e\u8f6c\u5316\u4e3a\u4f18\u5316\u7684\u5411\u91cf\u7d22\u5f15\uff0c\u4ee5\u652f\u6301\u751f\u6210\u5f0fAI\u5e94\u7528\u3002\u901a\u8fc7\u5176\u5148\u8fdb\u7684\u8bc4\u4f30\u5f15\u64ce\uff0cVectorize \u80fd\u591f\u8bc6\u522b\u6700\u6709\u6548\u7684\u6570\u636e\u5411\u91cf\u5316\u7b56\u7565\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u5b9e\u65f6\u7684RAG\uff08Retrieval-Augmented Generation\uff09\u7ba1\u9053\uff0c\u4fdd\u6301\u5411\u91cf\u641c\u7d22\u7d22\u5f15\u7684\u6700\u65b0\u72b6\u6001\uff0c\u5e76\u4e0e\u73b0\u6709\u7684\u5411\u91cf\u6570\u636e\u5e93\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7661\" title=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/7bfc4fb731843ba.png\" alt=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" width=\"1920\" height=\"870\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/7bfc4fb731843ba.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/7bfc4fb731843ba-300x136.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/7bfc4fb731843ba-1024x464.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/7bfc4fb731843ba-768x348.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/7bfc4fb731843ba-1536x696.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7662\" title=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/253849659b44eb6.png\" alt=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" width=\"1920\" height=\"870\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/253849659b44eb6.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/253849659b44eb6-300x136.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/253849659b44eb6-1024x464.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/253849659b44eb6-768x348.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/253849659b44eb6-1536x696.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7663\" title=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/cae155240c1b7f1.png\" alt=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" width=\"1920\" height=\"870\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/cae155240c1b7f1.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/cae155240c1b7f1-300x136.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/cae155240c1b7f1-1024x464.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/cae155240c1b7f1-768x348.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/cae155240c1b7f1-1536x696.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7664\" title=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/2040f8b494a12d8.png\" alt=\"Vectorize\uff1a\u6570\u636e\u5411\u91cf\u5316\u5e73\u53f0\uff0c\u4f18\u5316\u751f\u6210AI\u5e94\u7528\u7684\u6570\u636e\u5904\u7406-1\" width=\"1920\" height=\"870\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/2040f8b494a12d8.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/2040f8b494a12d8-300x136.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/2040f8b494a12d8-1024x464.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/2040f8b494a12d8-768x348.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/2040f8b494a12d8-1536x696.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u6570\u636e\u5411\u91cf\u5316<\/strong>\uff1a\u5c06\u975e\u7ed3\u6784\u5316\u6570\u636e\u8f6c\u5316\u4e3a\u4f18\u5316\u7684\u5411\u91cf\u7d22\u5f15\u3002<\/li>\n<li><strong>RAG\u8bc4\u4f30\u5f15\u64ce<\/strong>\uff1a\u81ea\u52a8\u8bc6\u522b\u6700\u6709\u6548\u7684\u5411\u91cf\u5316\u7b56\u7565\u3002<\/li>\n<li><strong>\u5b9e\u65f6RAG\u7ba1\u9053<\/strong>\uff1a\u5feb\u901f\u90e8\u7f72\u548c\u7ef4\u62a4\u5b9e\u65f6\u7684RAG\u7ba1\u9053\u3002<\/li>\n<li><strong>\u5411\u91cf\u641c\u7d22\u7d22\u5f15<\/strong>\uff1a\u4fdd\u6301\u5411\u91cf\u641c\u7d22\u7d22\u5f15\u7684\u6700\u65b0\u72b6\u6001\u3002<\/li>\n<li><strong>\u65e0\u7f1d\u96c6\u6210<\/strong>\uff1a\u4e0e\u73b0\u6709\u7684\u5411\u91cf\u6570\u636e\u5e93\u65e0\u7f1d\u96c6\u6210\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u6570\u636e\u4e0a\u4f20<\/strong>\uff1a\u767b\u5f55\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5e73\u53f0\u4e0a\u4f20\u975e\u7ed3\u6784\u5316\u6570\u636e\u6587\u4ef6\uff08\u5982\u6587\u672c\u3001\u56fe\u50cf\u7b49\uff09\u3002<\/li>\n<li><strong>\u9009\u62e9\u5411\u91cf\u5316\u7b56\u7565<\/strong>\uff1a\u5e73\u53f0\u4f1a\u81ea\u52a8\u8bc4\u4f30\u5e76\u63a8\u8350\u6700\u9002\u5408\u7684\u6570\u636e\u5411\u91cf\u5316\u7b56\u7565\uff0c\u7528\u6237\u4e5f\u53ef\u4ee5\u624b\u52a8\u9009\u62e9\u3002<\/li>\n<li><strong>\u5411\u91cf\u5316\u5904\u7406<\/strong>\uff1a\u70b9\u51fb\u300c\u5f00\u59cb\u5411\u91cf\u5316\u300d\u6309\u94ae\uff0c\u5e73\u53f0\u5c06\u81ea\u52a8\u5904\u7406\u6570\u636e\u5e76\u751f\u6210\u5411\u91cf\u7d22\u5f15\u3002<\/li>\n<li><strong>\u67e5\u770b\u4e0e\u7ba1\u7406<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u5728\u300c\u6211\u7684\u6570\u636e\u300d\u9875\u9762\u67e5\u770b\u5df2\u5904\u7406\u7684\u6570\u636e\u5411\u91cf\u7d22\u5f15\uff0c\u5e76\u8fdb\u884c\u7ba1\u7406\u548c\u4e0b\u8f7d\u3002<\/li>\n<li><strong>RAG\u7ba1\u9053\u90e8\u7f72<\/strong>\uff1a\u5728\u300cRAG\u7ba1\u9053\u300d\u9875\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u5feb\u901f\u90e8\u7f72\u5b9e\u65f6\u7684RAG\u7ba1\u9053\uff0c\u786e\u4fdd\u6570\u636e\u5904\u7406\u7684\u5b9e\u65f6\u6027\u548c\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u96c6\u6210\u4e0e\u5e94\u7528<\/strong>\uff1a\u901a\u8fc7API\u63a5\u53e3\uff0c\u7528\u6237\u53ef\u4ee5\u5c06\u751f\u6210\u7684\u5411\u91cf\u7d22\u5f15\u65e0\u7f1d\u96c6\u6210\u5230\u73b0\u6709\u7684AI\u5e94\u7528\u548c\u6570\u636e\u5e93\u4e2d\u3002<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6307\u5357<\/h3>\n<ul>\n<li><strong>\u6570\u636e\u4e0a\u4f20<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\uff0c\u5305\u62ec\u6587\u672c\uff08TXT\u3001PDF\uff09\u3001\u56fe\u50cf\uff08JPEG\u3001PNG\uff09\u7b49\u3002\u4e0a\u4f20\u65f6\u8bf7\u786e\u4fdd\u6587\u4ef6\u5927\u5c0f\u4e0d\u8d85\u8fc7\u5e73\u53f0\u9650\u5236\u3002<\/li>\n<li><strong>\u5411\u91cf\u5316\u7b56\u7565\u9009\u62e9<\/strong>\uff1a\u5e73\u53f0\u63d0\u4f9b\u591a\u79cd\u5411\u91cf\u5316\u7b97\u6cd5\uff0c\u5982TF-IDF\u3001Word2Vec\u3001BERT\u7b49\u3002\u7528\u6237\u53ef\u4ee5\u6839\u636e\u6570\u636e\u7c7b\u578b\u548c\u5e94\u7528\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u7b97\u6cd5\u3002<\/li>\n<li><strong>\u5411\u91cf\u5316\u5904\u7406<\/strong>\uff1a\u5904\u7406\u65f6\u95f4\u53d6\u51b3\u4e8e\u6570\u636e\u91cf\u548c\u9009\u62e9\u7684\u7b97\u6cd5\u3002\u5904\u7406\u5b8c\u6210\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u4e0b\u8f7d\u5411\u91cf\u7d22\u5f15\u6587\u4ef6\u6216\u76f4\u63a5\u5728\u5e73\u53f0\u4e0a\u67e5\u770b\u3002<\/li>\n<li><strong>RAG\u7ba1\u9053\u90e8\u7f72<\/strong>\uff1a\u5e73\u53f0\u63d0\u4f9b\u4e00\u952e\u90e8\u7f72\u529f\u80fd\uff0c\u7528\u6237\u53ea\u9700\u9009\u62e9\u6570\u636e\u6e90\u548c\u76ee\u6807\u5e94\u7528\uff0c\u5373\u53ef\u5feb\u901f\u90e8\u7f72RAG\u7ba1\u9053\u3002<\/li>\n<li><strong>API\u96c6\u6210<\/strong>\uff1a\u5e73\u53f0\u63d0\u4f9b\u8be6\u7ec6\u7684API\u6587\u6863\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u6587\u6863\u8bf4\u660e\uff0c\u5c06\u5411\u91cf\u7d22\u5f15\u96c6\u6210\u5230\u73b0\u6709\u7684AI\u5e94\u7528\u4e2d\uff0c\u5b9e\u73b0\u6570\u636e\u7684\u5b9e\u65f6\u5904\u7406\u548c\u5206\u6790\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Vectorize \u662f\u4e00\u4e2a\u4e13\u6ce8\u4e8e\u6570\u636e\u5411\u91cf\u5316\u7684\u5e73\u53f0\uff0c\u65e8\u5728\u5c06\u975e\u7ed3\u6784\u5316\u6570\u636e\u8f6c\u5316\u4e3a\u4f18\u5316\u7684\u5411\u91cf\u7d22\u5f15\uff0c\u4ee5\u652f\u6301\u751f\u6210\u5f0fAI\u5e94\u7528\u3002\u901a\u8fc7\u5176\u5148\u8fdb\u7684\u8bc4\u4f30\u5f15\u64ce\uff0cVectorize \u80fd\u591f\u8bc6\u522b\u6700\u6709\u6548\u7684\u6570\u636e\u5411\u91cf\u5316\u7b56\u7565\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u5b9e\u65f6\u7684RAG\uff08Retrieval&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32564,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,459],"tags":[208],"class_list":["post-7660","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-rag-project","tag-aikaifangfuwu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/7660","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=7660"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/7660\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/32564"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=7660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=7660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=7660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}