{"id":79369,"date":"2025-12-08T18:09:56","date_gmt":"2025-12-08T10:09:56","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/79369.html"},"modified":"2025-12-08T18:09:56","modified_gmt":"2025-12-08T10:09:56","slug":"researchgpt","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/tw\/sites\/79369-html","title":{"rendered":"ResearchGPT"},"content":{"rendered":"<p><strong>ResearchGPT\u662f\u65b0\u4e00\u4ee3<a href=\"https:\/\/aicats.wiki\/tw\/2025\/06\/24\/4645.html\/\" title=\"scispace\u662f\u4ec0\u9ebc\uff1f AI\u8ad6\u6587\u52a9\u7406\u5168\u89e3\u6790\u53ca\u5b83\u80fd\u5e6b\u4f60\u505a\u7684\u4e8b\">\u5f00\u6e90\u5b66\u672f\u8bba\u6587AI\u52a9\u624b<\/a><\/strong>\uff0c\u53ef\u4ee5\u4e0a\u4f20PDF\u6587\u732e\uff0c\u5bf9\u8bba\u6587\u5185\u5bb9\u8fdb\u884c<strong>\u667a\u80fd\u8bed\u4e49\u68c0\u7d22\u3001\u5bf9\u8bdd\u5f0f\u95ee\u7b54<\/strong>\uff0c\u5e76\u7cbe\u51c6\u6807\u6ce8\u51fa\u5904\u3002\u5b8c\u5168\u514d\u8d39\uff0c\u4f9d\u8d56OpenAI API\uff0c\u9002\u5408\u79d1\u5b66\u7814\u7a76\u3001\u6559\u5b66\u3001\u5f00\u53d1\u7b49\u591a\u79cd\u573a\u666f\u3002\u5176\u6700\u5927\u7684\u4f18\u52bf\u5728\u4e8e\u9ad8\u6548\u5185\u5bb9\u7b5b\u67e5\u3001\u6eaf\u6e90\u900f\u660e\u3001\u6613\u4e8e\u672c\u5730\u90e8\u7f72\u548c\u81ea\u7531\u4e8c\u6b21\u5f00\u53d1\uff0c\u4e3a\u9ad8\u6821\u5e08\u751f\u3001\u7814\u7a76\u8005\u3001\u5f00\u53d1\u8005\u7b49\u7fa4\u4f53\u63d0\u5347\u5b66\u672f\u8d44\u6599\u67e5\u627e\u4e0e\u7406\u89e3\u6548\u7387\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u65b0\u4e00\u4ee3\u79d1\u7814\u52a9\u624b\uff1aResearchGPT \u5168\u65b9\u4f4d\u6df1\u5ea6\u89e3\u6790<\/h1>\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u4e0d\u65ad\u6f14\u8fdb\uff0c<strong>\u5b66\u672f\u7814\u7a76\u6b63\u8fce\u6765\u98a0\u8986\u6027\u53d8\u9769\u3002\u4f5c\u4e3a\u5f00\u6e90AI\u8bba\u6587\u52a9\u624b\u7684\u4ee3\u8868\uff0cResearchGPT<\/strong>\uff08<a href=\"https:\/\/github.com\/mukulpatnaik\/researchgpt\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub\u4f20\u9001\u95e8<\/a>\uff09\u5df2\u6210\u4e3a\u5168\u7403\u4f17\u591a\u7814\u7a76\u4eba\u5458\u3001\u9ad8\u6821\u5e08\u751f\u53ca\u5f00\u53d1\u8005\u7684\u5173\u6ce8\u70ed\u70b9\u3002\u5b83\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u4ee4\u4eba\u4e0e\u8bba\u6587\u7684\u201c\u5bf9\u8bdd\u5f0f\u4ea4\u4e92\u201d\u53d8\u5f97\u524d\u6240\u672a\u6709\u7684\u9ad8\u6548\u4e0e\u4fbf\u6377\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u89e3\u6790ResearchGPT\u7684\u4e3b\u8981\u529f\u80fd\u3001\u4ef7\u683c\u65b9\u6848\u3001\u4f7f\u7528\u6d41\u7a0b\u3001\u9002\u7528\u4eba\u7fa4\u53ca\u5e38\u89c1\u95ee\u9898\uff0c\u5e76\u7ed3\u5408\u6e05\u5355\u4e0e\u8868\u683c\u591a\u7ef4\u5ea6\u5c55\u73b0\u8fd9\u4e00\u6700\u65b0AI\u79d1\u7814<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/%e5%b7%a5%e5%85%b7\" title=\"\u67e5\u770b\u8207 \u5de5\u5177 \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">\u5de5\u5177<\/a>\u7684\u5b9e\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/12\/my_prefix_1765175250.jpg\" alt=\"ResearchGPT\u5b98\u7f51\u622a\u56fe\" class=\"wp-image-51824\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a title=\"\" href=\"https:\/\/github.com\/mukulpatnaik\/researchgpt\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >ResearchGPT\u5b98\u7f51\u622a\u56fe<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u8ba4\u8bc6ResearchGPT \u2014\u2014 \u5f00\u6e90\u5b66\u672f\u5bf9\u8bdd\u65b0\u4f53\u9a8c<\/h2>\n\n\n\n<p>ResearchGPT\u662f\u7531Mukul Patn<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/sitetag\/ai\" title=\"\u67e5\u770b\u8207 ai \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">ai<\/a>k\u5f00\u53d1\u7684\u5f00\u6e90<strong>\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u79d1\u7814\u52a9\u7406\u5e73\u53f0<\/strong>\uff0c\u5b83\u5141\u8bb8\u7528\u6237\u4e0a\u4f20\u4efb\u610fPDF\u8bba\u6587\uff0c\u76f4\u63a5\u5411\u5176\u201c\u63d0\u95ee\u201d\uff0c\u5e76\u57fa\u4e8e<strong>OpenAI API\u548cEmbedding\u6280\u672f<\/strong>\u81ea\u52a8\u68c0\u7d22\u4e0e\u5206\u6790\u8bba\u6587\u5185\u5bb9\uff0c\u5176\u56de\u7b54\u4e0d\u4ec5\u57fa\u4e8e\u5168\u6587\u667a\u80fd\u6293\u53d6\uff0c\u8fd8\u4f1a\u7cbe\u786e\u6807\u660e\u7b54\u6848\u5f15\u7528\u81ea\u8bba\u6587\u7684\u54ea\u4e00\u9875\u3001\u54ea\u4e00\u6bb5\uff0c\u786e\u4fdd\u5b66\u672f\u4e25\u8c28\u6027\u548c\u53ef\u9a8c\u8bc1\u6027\u3002<a href=\"https:\/\/github.com\/mukulpatnaik\/researchgpt\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5c08\u6848\u9996\u9801<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ResearchGPT\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u8f6e\u5bf9\u8bdd\u5f0f\u5b66\u672f\u63d0\u95ee\uff1a<\/strong> \u4e0a\u4f20PDF\u6216\u5728\u7ebf\u94fe\u63a5\uff0c\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\uff0c\u7cfb\u7edf\u57fa\u4e8e\u539f\u6587\u5185\u5bb9\u4e13\u4e1a\u89e3\u7b54\uff0c\u5e76\u51c6\u786e\u6307\u51fa\u51fa\u5904\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u6548\u5185\u5bb9\u7b5b\u67e5\u4e0e\u8bed\u4e49\u68c0\u7d22\uff1a<\/strong> \u5229\u7528Embedding\u6a21\u578b\uff0c\u5c06\u6587\u672c\u8f6c\u4e3a\u9ad8\u7ef4\u5411\u91cf\uff0c\u5b9e\u73b0\u5feb\u901f\u7cbe\u51c6\u7684\u8bed\u4e49\u641c\u7d22\u3002<\/li>\n\n\n\n<li><strong>\u7ed3\u679c\u53ef\u6eaf\u6e90\uff1a<\/strong> \u6bcf\u4e2a\u7b54\u6848\u6e05\u695a\u6807\u6ce8\u5bf9\u5e94\u9875\u7801\u4e0e\u6bb5\u843d\uff0c\u4fbf\u4e8e\u67e5\u8bc1\u548c\u5f15\u7528\u3002<\/li>\n\n\n\n<li><strong>\u5f00\u6e90\u53ef\u62d3\u5c55\uff1a<\/strong> \u652f\u6301\u672c\u5730\u90e8\u7f72\uff0c\u591a\u7aef\u8c03\u7528\uff0c\u9f13\u52b1\u5f00\u53d1\u8005\u57fa\u4e8e\u6e90\u4ee3\u7801\u8fdb\u884c\u529f\u80fd\u6269\u5c55\u548c\u5bf9\u63a5\u79c1\u6709\u6570\u636e\u6e90\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u529f\u80fd<\/th><th>\u8aaa\u660e<\/th><\/tr><tr><td>PDF\u8bba\u6587\u4e0a\u4f20<\/td><td>\u4e0a\u4f20\u672c\u5730\u56fe\u4e66\/\u8bba\u6587PDF\u6216\u7c98\u8d34\u5728\u7ebfPDF\u94fe\u63a5<\/td><\/tr><tr><td>\u8a9e\u610f\u6aa2\u7d22<\/td><td>\u57fa\u4e8eEmbedding\u81ea\u52a8\u68c0\u7d22\u4e0e\u95ee\u9898\u9ad8\u5ea6\u76f8\u5173\u6bb5\u843d<\/td><\/tr><tr><td>\u667a\u80fd\u7b54\u7591<\/td><td>\u7ed3\u5408OpenAI\u6a21\u578b\u751f\u6210\u57fa\u4e8e\u539f\u6587\u5185\u5bb9\u7684\u7b54\u6848<\/td><\/tr><tr><td>\u51fa\u5904\u6807\u8bb0<\/td><td>\u663e\u793a\u7b54\u6848\u5bf9\u5e94\u7684\u9875\u7801\u548c\u6bb5\u843d<\/td><\/tr><tr><td>\u591a\u8f6e\u4ea4\u4e92<\/td><td>\u652f\u6301\u591a\u56de\u5408\u8fde\u7eed\u8ffd\u95ee<\/td><\/tr><tr><td>\u5f00\u6e90\u4e0e\u53ef\u62d3\u5c55<\/td><td>\u6e90\u4ee3\u7801\u5b8c\u5168\u5f00\u653e\uff0c\u652f\u6301\u672c\u5730\/\u4e91\u7aef\u4e8c\u6b21\u5f00\u53d1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1911\" height=\"1035\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/12\/image-95.png\" alt=\"github\u9879\u76ee\u529f\u80fd\u4ecb\u7ecd\u9875\" class=\"wp-image-79849\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0fgithub\u9879\u76ee\u529f\u80fd\u4ecb\u7ecd\u9875<\/figcaption><\/figure>\n\n\n\n<p>\u8a73\u898b <a href=\"https:\/\/github.com\/mukulpatnaik\/researchgpt\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u9879\u76ee\u4e3b\u9875\u529f\u80fd\u90e8\u5206<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ResearchGPT\u7684\u4ef7\u683c &amp; \u65b9\u6848<\/h2>\n\n\n\n<p><strong>ResearchGPT\u672c\u4f53\u5b8c\u5168\u5f00\u6e90\u514d\u8d39\uff01<\/strong>\u7528\u6237\u53ef\u514d\u8d39\u4e0b\u8f7d\u3001\u90e8\u7f72\u4e0e\u4f7f\u7528\uff0c\u65e0\u9700\u652f\u4ed8\u529f\u80fd\u8d39\u7528\u3002<br>\u4e0d\u8fc7\uff0c\u4e3a\u5b9e\u73b0AI\u667a\u80fd\u7406\u89e3\u4e0e\u5bf9\u8bdd\uff0c\u9700\u81ea\u5907<strong>OpenAI API Key<\/strong>\uff08\u6309OpenAI\u5b98\u65b9\u8ba1\u8d39\uff09\uff0c\u4ee5\u53ca\u9009\u7528Redis\u505a\u672c\u5730\u5d4c\u5165\u5b58\u50a8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u65b9\u6848\u985e\u578b<\/th><th>\u662f\u5426\u6536\u8cbb<\/th><th>\u8aaa\u660e<\/th><\/tr><tr><td>ResearchGPT\u6e90\u7801<\/td><td>\u514d\u8cbb<\/td><td>100%\u5f00\u6e90\uff0c\u65e0\u8bb8\u53ef\u8d39<\/td><\/tr><tr><td>OpenAI API\u8d39<\/td><td>\u6309\u7528\u91cf\u8a08\u8cbb<\/td><td>\u9700\u81ea\u7533\u8bf7API KEY\uff0c\u6309OpenAI\u6807\u51c6\u6536\u8d39<\/td><\/tr><tr><td>Demo\u5728\u7ebf\u4f53\u9a8c<\/td><td>\u514d\u8cbb<\/td><td>\u53ef\u5728 <a href=\"https:\/\/www.dara.chat\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >dara.chat<\/a> \u7dda\u4e0a\u8a66\u7528<\/td><\/tr><tr><td>\u672c\u5730\u90e8\u7f72\u4f9d\u8d56<\/td><td>\u514d\u8cbb\/\u958b\u6e90<\/td><td>\u5982Redis\u7b49\u4f9d\u8d56\u4e3a\u4e3b\u6d41\u5f00\u6e90\u9879\u76ee<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1920\" height=\"1020\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/12\/image-96.png\" alt=\"OpenAI\u5b98\u65b9\u6587\u6a94\" class=\"wp-image-79854\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/platform.openai.com\/account\/api-keys\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >OpenAI\u5b98\u65b9\u6587\u6a94<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u66f4\u591aAPI\u8ba1\u8d39\u7ec6\u8282\u53c2\u89c1<a href=\"https:\/\/platform.openai.com\/account\/api-keys\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >OpenAI\u5b98\u65b9\u6587\u6a94<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528ResearchGPT<\/h2>\n\n\n\n<p><a href=\"#\u65b0\u4e00\u4ee3\u79d1\u7814\u52a9\u624b\uff1aresearchgpt-\u5168\u65b9\u4f4d\u6df1\u5ea6\u89e3\u6790\">\u8df3\u8f6c\u81f3\u672c\u9875\u9876\u7aef<\/a><\/p>\n\n\n\n<p>ResearchGPT\u90e8\u7f72\u7b80\u5355\uff0c\u4e0a\u624b\u95e8\u69db\u53cb\u597d\uff0c\u5f88\u9002\u5408\u5f00\u53d1\u8005\u3001\u6570\u636e\u79d1\u5b66\u5bb6\uff0c\u53ca\u96f6\u57fa\u7840\u7528\u6237\u672c\u5730\u8bd5\u7528\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5b89\u88c5Git\u4e0ePython\u73af\u5883<\/strong>\uff0c\u514b\u9686\u9879\u76ee\u6e90\u7801<\/li>\n\n\n\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a<code>pip install -r requirements.txt<\/code><\/li>\n\n\n\n<li><strong>\u542f\u52a8Redis\u6570\u636e\u5e93<\/strong> \u4f5c\u4e3a\u5411\u91cf\u5b58\u50a8<\/li>\n\n\n\n<li><strong>\u7533\u8bf7OpenAI API Key<\/strong> \u5e76\u8bbe\u7f6e\u4e3a\u672c\u5730\u73af\u5883\u53d8\u91cf<\/li>\n\n\n\n<li><strong>\u8fd0\u884c\u9879\u76ee<\/strong>\uff1a<br><code>uvicorn main:app --reload<\/code><\/li>\n\n\n\n<li><strong>\u4e0a\u4f20\u8bba\u6587PDF\u6216\u94fe\u63a5\uff0c\u5bf9\u8bdd\u5f0f\u63d0\u95ee<\/strong>\uff0c\u5373\u523b\u83b7\u53d6\u539f\u6587\u6eaf\u6e90\u7b54\u6848<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6b65\u9a5f<\/th><th>\u52a8\u4f5c\u63cf\u8ff0<\/th><\/tr><tr><td>\u514b\u9686\u4ee3\u7801<\/td><td><code>git clone https:\/\/github.com\/mukulpatnaik\/researchgpt.git<\/code><\/td><\/tr><tr><td>\u4f9d\u8d56\u5b89\u88c5<\/td><td><code>pip install -r requirements.txt<\/code><\/td><\/tr><tr><td>Redis\u5b89\u88c5<\/td><td><a href=\"https:\/\/redis.io\/docs\/getting-started\/installation\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u6587\u6a94<\/a><\/td><\/tr><tr><td>\u914d\u7f6eAPI<\/td><td>\u5c06API Key\u5199\u5165\u672c\u5730\u73af\u5883\u53d8\u91cf<\/td><\/tr><tr><td>\u542f\u52a8\u670d\u52a1<\/td><td><code>uvicorn main:app --reload<\/code><\/td><\/tr><tr><td>\u6253\u5f00\u6d4f\u89c8\u5668<\/td><td>\u8a2a\u554f<code>http:\/\/localhost:8000<\/code>\u8fdb\u884c\u4f53\u9a8c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"1735\" height=\"1042\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/12\/image-97.png\" alt=\"chatgpt\u63d2\u4ef6\u9875\" class=\"wp-image-79872\" style=\"aspect-ratio:1.6650605288308378;width:1310px;height:auto\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/chatgpt.com\/g\/g-NgAcklHd8-scispace\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >chatgpt\u63d2\u4ef6\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u66f4\u8be6\u7ec6\u6b65\u9aa4\u53c2\u89c1<a href=\"https:\/\/github.com\/mukulpatnaik\/researchgpt#installation\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u5b89\u88dd\u6307\u5f15<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ResearchGPT\u7684\u9002\u7528\u4eba\u7fa4<\/h2>\n\n\n\n<p><strong>ResearchGPT\u56e0\u5176\u8bba\u6587\u4ea4\u4e92\u548c\u53ef\u6269\u5c55\u7279\u6027\uff0c\u975e\u5e38\u9002\u5408\u5982\u4e0b\u7528\u6237\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b66\u672f\u7814\u7a76\u4eba\u5458\/\u9ad8\u7b49\u5e08\u751f\u2014\u2014\u5feb\u901f\u7406\u89e3\u957f\u6587\u732e\uff0c\u8f85\u52a9\u5199\u4f5c\u548c\u67e5\u8bc1<\/li>\n\n\n\n<li>\u5f00\u53d1\u8005\/AI\u5de5\u7a0b\u5e08\u2014\u2014\u63d2\u4ef6\u5f00\u53d1\u3001\u79c1\u6709\u5b9a\u5236\u79d1\u7814\u52a9\u624b<\/li>\n\n\n\n<li>\u6570\u636e\u5206\u6790\u5e08\/\u5185\u5bb9\u5ba1\u6838\u8005\u2014\u2014\u5b9a\u5411\u67e5\u627e\u591a\u9875\u957f\u6587\u6863\u7b54\u6848<\/li>\n\n\n\n<li>\u975e\u6280\u672f\u7528\u6237\u2014\u2014\u901a\u8fc7\u5728\u7ebfDemo\u5e73\u53f0\u65e0\u95e8\u69db\u4f53\u9a8c<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u4eba\u7fa4\u985e\u5225<\/th><th>\u5e94\u7528\u573a\u666f\u63cf\u8ff0<\/th><\/tr><tr><td>\u7814\u7a76\u751f\/\u535a\u58eb\u751f<\/td><td>\u5feb\u901f\u638c\u63e1\u8bba\u6587\u7ed3\u8bba\u4e0e\u7ec6\u8282<\/td><\/tr><tr><td>\u6559\u5e08\/\u5bfc\u5e08<\/td><td>\u67e5\u627e\u6587\u732e\u3001\u5907\u8bfe\u652f\u6491\u3001\u7b54\u8fa9\u8d44\u6599<\/td><\/tr><tr><td>\u4f01\u4e1a\u7814\u53d1\/\u77e5\u8bc6\u7ba1\u7406<\/td><td>\u957f\u62a5\u544a\u6458\u8981\u3001\u5173\u952e\u5185\u5bb9\u68c0\u7d22<\/td><\/tr><tr><td>\u79d1\u7814\u81ea\u5a92\u4f53<\/td><td>\u9ad8\u6548\u9009\u9898\u3001\u8f85\u52a9\u7efc\u8ff0\u6574\u7406<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u672f\u67b6\u6784\u4e0e\u521b\u65b0\u4eae\u70b9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u4e8eLLM\u7684\u6df1\u5ea6\u68c0\u7d22\u4e0e\u6458\u8981\uff1a<\/strong> \u5229\u7528OpenAI Embedding\u5b9e\u73b0\u8bed\u4e49\u6bb5\u843d\u6bd4\u5bf9\uff0c\u7ed3\u5408GPT\u751f\u6210\u4e13\u4e1a\u89e3\u7b54\u3002<\/li>\n\n\n\n<li><strong>\u51fa\u5904\u6eaf\u6e90\uff1a<\/strong> \u6bcf\u6b21\u89e3\u7b54\u90fd\u5e26\u9875\u7801\u548c\u539f\u6587\u4e0a\u4e0b\u6587\uff0c\u4fbf\u4e8e\u9a8c\u8bc1\u4e0e\u5f15\u7528\u3002<\/li>\n\n\n\n<li><strong>\u5168\u5f00\u6e90\u53ef\u62d3\u5c55\uff1a<\/strong> \u53ef\u7ed3\u5408LangChain\u3001LlamaIndex\u7b49\u4e3b\u6d41AI\u751f\u6001\uff0c\u652f\u6301\u5b9a\u5236\u63d2\u4ef6\u3001\u591a\u7aef\u591a\u4eba\u534f\u4f5c\uff0c\u5b9e\u73b0\u590d\u6742\u79d1\u7814\u548c\u5185\u5bb9\u5ba1\u6838\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u7d44\u4ef6<\/th><th>\u529f\u80fd\u63cf\u8ff0<\/th><\/tr><tr><td>FastAPI\u524d\u7aef<\/td><td>\u6587\u4ef6\u4e0a\u4f20\u3001Web\u4ea4\u4e92\u3001\u95ee\u9898\u63d0\u4ea4<\/td><\/tr><tr><td>Redis\u672c\u5730\u5b58\u50a8<\/td><td>\u5feb\u901f\u7f13\u5b58\u5411\u91cf\uff0c\u68c0\u7d22\u901f\u5ea6\u63d0\u5347<\/td><\/tr><tr><td>OpenAI\u63a5\u53e3<\/td><td>\u8c03\u7528Embedding\u548cLLM\u751f\u6210\u7b54\u6848<\/td><\/tr><tr><td>\u6e90\u4ee3\u7801\u5f00\u653e<\/td><td>\u652f\u6301\u672c\u5730\u4e0e\u4e91\u7aef\u4e8c\u6b21\u5f00\u53d1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1. \u652f\u6301\u54ea\u4e9bPDF\u6587\u4ef6\uff1f<\/strong><br>\u4e3b\u6d41\u53ef\u590d\u5236\u6587\u672cPDF\u652f\u6301\uff0c\u626b\u63cf\u56fe\u7247PDF\u9700OCR\u8f6c\u6362\u540e\u65b9\u53ef\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>2. \u7b54\u6848\u51c6\u786e\u6027\u5982\u4f55\uff1f<\/strong><br>\u539f\u6587\u68c0\u7d22+LLM\u7ec4\u5408\uff0c\u901a\u5e38\u80fd\u7ed9\u51fa\u51fa\u5904\u6eaf\u6e90\u3001\u8f83\u51c6\u7b54\u6848\uff0c\u5efa\u8bae\u91cd\u8981\u95ee\u9898\u81ea\u884c\u67e5\u8bc1\u539f\u6587\u3002<\/li>\n\n\n\n<li><strong>3. \u80fd\u5206\u6790\u56fe\u7247\u548c\u8868\u683c\u5417\uff1f<\/strong><br>\u5f53\u524d\u7248\u672c\u4ec5\u9488\u5bf9\u6587\u672c\u5185\u5bb9\uff0c\u4e0d\u652f\u6301\u56fe\u7247\u53ca\u8868\u683c\u76f4\u63a5\u7406\u89e3\u3002<\/li>\n\n\n\n<li><strong>4. \u80fd\u7528\u4e2d\u6587PDF\u5417\uff1f<\/strong><br>\u7406\u8bba\u652f\u6301\u591a\u8bed\u79cd\uff0c\u4f46\u82f1\u6587\u6548\u679c\u6700\u4f73\uff0c\u4e2d\u6587\u53ef\u5c1d\u8bd5\u3002<\/li>\n\n\n\n<li><strong>5. API\u548c\u4f9d\u8d56\u6709\u4f55\u6ce8\u610f\uff1f<\/strong><br>\u9700\u5408\u7406\u5b89\u88c5\u4f9d\u8d56\u5e76\u51c6\u5907OpenAI\u989d\u5ea6\uff0c\u8be6\u89c1\u5b98\u65b9\u6587\u6863\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u4f34\u968f\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u6d6a\u6f6e\uff0cResearchGPT\u4ee5\u5f00\u6e90\u3001\u5f3a\u5927\u3001\u7075\u6d3b\u7684\u72ec\u7279\u5b9a\u4f4d\uff0c\u6b63\u63a8\u52a8\u79d1\u7814\u8fc7\u7a0b\u7684\u6df1\u5ea6\u667a\u80fd\u5316\u3002\u5b83\u4e0d\u4ec5\u662f\u79d1\u7814\u201c\u67e5\u9605\u6587\u732e\u201d\u7684\u5229\u5668\uff0c\u66f4\u662f\u81ea\u52a8\u6458\u8981\u3001\u65b9\u5411\u67e5\u627e\u548c\u6df1\u5ea6\u95ee\u7b54\u7684\u65b0\u8303\u5f0f\u3002\u5bf9\u5e0c\u671b\u63d0\u5347\u6587\u732e\u67e5\u627e\u548c\u5206\u6790\u7684\u9ad8\u6821\u5e08\u751f\u3001\u7814\u53d1\u53caAI\u5f00\u53d1\u8005\u800c\u8a00\uff0cResearchGPT\u65e0\u7591\u662f\u4e0d\u53ef\u6216\u7f3a\u7684AI\u6548\u7387\u63d0\u5347\u52a9\u624b\u3002\u5feb\u767b\u9646<a href=\"https:\/\/github.com\/mukulpatnaik\/researchgpt\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub<\/a>\u6216\u8bbf\u95ee<a href=\"https:\/\/www.dara.chat\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5728\u7ebfDemo<\/a>\u9ad4\u9a57\uff01<\/p>\n<\/blockquote>","protected":false},"author":3,"comment_status":"open","ping_status":"closed","template":"","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"content_visibility":[262],"sitetag":[17,1274,1273],"favorites":[1952],"class_list":{"0":"post-79369","1":"sites","2":"type-sites","3":"status-publish","4":"hentry","5":"sitetag-ai","8":"favorites-ai"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/79369","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/sites"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=79369"}],"version-history":[{"count":2,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/79369\/revisions"}],"predecessor-version":[{"id":79884,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sites\/79369\/revisions\/79884"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=79369"}],"wp:term":[{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=79369"},{"taxonomy":"sitetag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/sitetag?post=79369"},{"taxonomy":"favorites","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/favorites?post=79369"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}