{"id":35714,"date":"2024-12-30T08:00:21","date_gmt":"2024-12-30T00:00:21","guid":{"rendered":"https:\/\/17aitech.com\/?p=35714"},"modified":"2024-12-30T08:00:21","modified_gmt":"2024-12-30T00:00:21","slug":"openai%e5%89%8d%e7%a0%94%e7%a9%b6%e8%80%85%e5%8f%91%e5%b8%83%e6%8f%90%e7%a4%ba%e8%af%8d%e5%b7%a5%e7%a8%8b%e6%a1%86%e6%9e%b6ell%ef%bc%8c%e5%8d%87%e7%ba%a7%e7%89%88langchain%ef%bc%8c%e6%94%af%e6%8c%81","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35714","title":{"rendered":"OpenAI\u524d\u7814\u7a76\u8005\u53d1\u5e03\u63d0\u793a\u8bcd\u5de5\u7a0b\u6846\u67b6ell\uff0c\u5347\u7ea7\u7248LangChain\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u548c\u591a\u6a21\u6001"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-21-4\" target=\"_blank\">OpenAI\u524d\u7814\u7a76\u8005\u53d1\u5e03\u63d0\u793a\u8bcd\u5de5\u7a0b\u6846\u67b6ell\uff0c\u5347\u7ea7\u7248LangChain\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u548c\u591a\u6a21\u6001<\/a><\/p>\n<p>LLM \u559c\u6b22\u8d5e\u7f8e\uff0c\u5982\u679c\u4f60\u5728\u63d0\u793a\u8bcd\u4e2d\u5938\u5956\u5b83\u662f\u4e2a\u300c\u624d\u534e\u6a2a\u6ea2\u7684\u4e13\u5bb6\uff08genius expert\uff09\u300d\uff0c\u5b83\u5c31\u66f4\u53ef\u80fd\u4e3a\u4f60\u751f\u6210\u66f4\u597d\u7684\u7b54\u6848\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fd564d87a1dc24cec6f0da9028122ec1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fd564d87a1dc24cec6f0da9028122ec1.png\"><\/a><\/p>\n<section>\u5f53\u7136\uff0cOpenAI \u7684\u8fd9\u4f4d\u524d\u7814\u7a76\u79d1\u5b66\u5bb6 William H. Guss \u5206\u4eab\u7684\u8fd9\u4e2a\u6280\u5de7\u5e76\u4e0d\u662f\u65b0\u95fb\uff0c\u4e4b\u524d\u5c31\u6709\u4e0d\u5c11\u7814\u7a76\u8005\u53d1\u73b0 AI \u559c\u6b22\u9f13\u52b1\u548c\u8d5e\u7f8e\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bdd5944bb3a046778299a9b8ac16669f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bdd5944bb3a046778299a9b8ac16669f.png\"><\/a><\/p>\n<section>\u521a\u4e0d\u4e45\u524d\uff0cHuss \u5ba3\u5e03\u53d1\u5e03\u4e86\u4e00\u6b3e\u81ea\u79f0\u662f\u300c\u63d0\u793a\u8bcd\u5de5\u7a0b\u7684\u672a\u6765\u300d\u5de5\u5177 ell\u3002\u5177\u4f53\u6765\u8bf4\uff0cell \u662f\u4e00\u6b3e\u8f7b\u91cf\u7ea7\u7684\u51fd\u6570\u5f0f<mark data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\" data-type=\"tech_tasks\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7f16\u7a0b\u8f6f\u4ef6\u5e93\uff0c\u5176\u4f18\u52bf\u5305\u62ec\u81ea\u52a8\u5316\u7684\u7248\u672c\u63a7\u5236\u548c\u8ddf\u8e2a\u3001\u4e30\u5bcc\u7684\u672c\u5730\u5f00\u6e90\u89c6\u89c9\u5316\u5de5\u5177\u3001\u539f\u751f\u652f\u6301\u591a\u6a21\u6001\u6570\u636e\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-87468ec384fc20feb4854b8acfa9a2fa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-87468ec384fc20feb4854b8acfa9a2fa.png\"><\/a><\/p>\n<section><\/section>\n<section><strong>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/MadcowD\/ell<\/strong><\/section>\n<section><\/section>\n<section>\u8be5\u9879\u76ee\u53d1\u5e03\u540e\u53cd\u54cd\u70ed\u70c8\uff0c\u7f51\u53cb\u4eec\u7eb7\u7eb7\u70b9\u8d5e\u3002\u6bd4\u5982\u6709\u4e00\u4f4d\u7f51\u53cb\u8868\u793a\u4e00\u76f4\u5728\u671f\u5f85\u8fd9\u6837\u7684\u5de5\u5177\uff0c\u8fd9\u5c06\u6210\u4e3a\u4ed6\u6784\u5efa AI \u8f6f\u4ef6\u6808\u7684\u4e00\u4e2a\u57fa\u7840\u90e8\u5206\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-a814b2ab2efc47d2cec7e30421d036c7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-a814b2ab2efc47d2cec7e30421d036c7.png\"><\/a><\/p>\n<section><\/section>\n<section>\u8be5\u9879\u76ee\u4e0a\u7ebf\u4e00\u5468\u65f6\u95f4\u5c31\u6536\u83b7\u4e86 2600 \u591a star\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-042534b20238593a52b8a199539f2158.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-042534b20238593a52b8a199539f2158.png\"><\/a><\/p>\n<section><\/section>\n<section><strong>ell \u7684\u8bbe\u8ba1\u601d\u8def<\/strong><\/section>\n<section><\/section>\n<section>ell \u662f\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u51fd\u6570\u5f0f\u63d0\u793a\u8bcd\u5de5\u7a0b\u6846\u67b6\uff0c\u5176\u8bbe\u8ba1\u601d\u8def\u57fa\u4e8e\u4ee5\u4e0b\u51e0\u9879\u6838\u5fc3\u539f\u5219\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-3da4baeefc963313ca14cadde9b16552.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-3da4baeefc963313ca14cadde9b16552.png\"><\/a><\/section>\n<section><\/section>\n<section><strong>\u63d0\u793a\u8bcd\u662f\u7a0b\u5e8f\uff0c\u800c\u4e0d\u53ea\u662f\u5b57\u7b26\u4e32<\/strong><\/section>\n<section><\/section>\n<section>\u63d0\u793a\u8bcd\u4e0d\u53ea\u662f\u5b57\u7b26\u4e32\uff0c\u4e5f\u662f\u53d1\u9001\u7ed9<mark data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\" data-type=\"tech_tasks\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u4ee3\u7801\u3002ell \u7684\u4e00\u4e2a\u8bbe\u8ba1\u601d\u8def\u662f\u5c06<mark data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\" data-type=\"tech_tasks\">\u8bed\u8a00\u6a21\u578b<\/mark>\u770b\u4f5c\u662f\u540d\u4e3a\u300c<mark data-id=\"bf35ef94-d956-4033-a533-0c0828308c36\" data-type=\"tech_tasks\">\u8bed\u8a00\u6a21\u578b<\/mark>\u7a0b\u5e8f\uff08LMP\uff09\u300d\u7684\u79bb\u6563\u5b50\u7a0b\u5e8f\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-6aeb2d10d9d30b1bde00512cc666f70d.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-6aeb2d10d9d30b1bde00512cc666f70d.gif\"><\/a><\/p>\n<section><\/section>\n<section><strong>\u63d0\u793a\u8bcd\u5b9e\u9645\u4e0a\u662f AI \u6a21\u578b\u7684\u4e00\u79cd<mark data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\" data-type=\"concepts\">\u53c2\u6570<\/mark><\/strong><\/section>\n<section><\/section>\n<section>\u8fd9\u4e2a\u89c2\u70b9\u5e76\u4e0d\u65b0\u9c9c\uff0c\u6bd4\u5982\u8c37\u6b4c\u7814\u7a76\u8005 Heiko Hotz \u5c31\u8868\u793a\u8fc7\u4e00\u6837\u7684\u60f3\u6cd5\uff0c\u53c2\u9605\u6587\u7ae0\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650933734&amp;idx=2&amp;sn=e28de494c79c1ae581bd51fbea8853e7&amp;chksm=84e7cd98b390448e860d2061d9bf0b4f352705bf399cf5b715b0b97ea394087566a99a820b91&amp;scene=21#wechat_redirect\" target=\"_blank\">\u8fd8\u5728\u4eba\u5de5\u70bc\u4e39\uff1f\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u6307\u5357\u6765\u4e86\uff0c\u8fd8\u5e26\u4ece\u5934\u5b9e\u73b0<\/a>\u300b\u3002<\/section>\n<section><\/section>\n<section>Huss \u8868\u793a\uff0c\u63d0\u793a\u8bcd\u5de5\u7a0b\u7684\u6267\u884c\u8fc7\u7a0b\u6d89\u53ca\u5230\u591a\u6b21\u8fed\u4ee3\uff0c\u8fd9\u5c31\u7c7b\u4f3c\u4e8e<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u4e2d\u7684\u4f18\u5316\u8fc7\u7a0b\u3002\u7531\u4e8e\u8fd9\u91cc\u5c06 LMP \u89c6\u4e3a\u51fd\u6570\uff0c\u56e0\u6b64 ell \u53ef\u4e3a\u8be5\u8fc7\u7a0b\u63d0\u4f9b\u4e30\u5bcc\u7684\u5de5\u5177\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-8cc803bed932178c5f84e7f8bbb77b28.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-8cc803bed932178c5f84e7f8bbb77b28.gif\"><\/a><\/p>\n<section><\/section>\n<section>ell \u652f\u6301\u5bf9\u63d0\u793a\u8bcd\u8fdb\u884c\u81ea\u52a8\u7248\u672c\u63a7\u5236\u548c\u5e8f\u5217\u5316\uff0c\u8fd9\u9700\u8981\u7528\u5230\u52a8\u6001\u548c\u9759\u6001\u5206\u6790\u4ee5\u53ca gpt-4o-mini \u81ea\u52a8\u751f\u6210\u7684 commit \u6d88\u606f\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u7c7b\u4f3c\u4e8e<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u8bad\u7ec3\u6d41\u7a0b\u4e2d\u7684\u68c0\u67e5\u70b9\u7ba1\u7406\u3002\u4f46\u5b83\u65e0\u9700\u4efb\u4f55\u7279\u5b9a\u7684 IDE \u6216\u7f16\u8f91\u5668 \u2014\u2014 \u5168\u90fd\u53ef\u901a\u8fc7\u5e38\u89c4\u7684 Python \u4ee3\u7801\u5b9e\u73b0\u3002<\/section>\n<section><\/section>\n<section><strong>\u7528\u4e8e\u76d1\u63a7\u3001\u7248\u672c\u63a7\u5236\u548c\u53ef\u89c6\u5316\u7684\u5de5\u5177<\/strong><\/section>\n<section><\/section>\n<section>\u4e00\u5f00\u59cb\u7684\u65f6\u5019\uff0c\u63d0\u793a\u8bcd\u5de5\u7a0b\u770b\u8d77\u6765\u5c31\u50cf\u662f\u4e00\u79cd\u7384\u5b66\u3002\u4f46\u5176\u5b9e\u53ea\u8981\u6709\u5408\u9002\u7684\u5de5\u5177\uff0c\u7384\u5b66\u4e5f\u80fd\u53d8\u6210\u79d1\u5b66\u3002<\/section>\n<section><\/section>\n<section>Ell Studio \u662f\u4e00\u79cd\u652f\u6301\u63d0\u793a\u8bcd\u7248\u672c\u63a7\u5236\u3001\u76d1\u63a7\u548c\u53ef\u89c6\u5316\u7684\u672c\u5730\u5f00\u6e90\u5de5\u5177\u3002\u4f7f\u7528\u6b64\u5de5\u5177\uff0c\u63d0\u793a\u8bcd\u4f18\u5316\u7684\u8fc7\u7a0b\u53ef\u4ee5\u53d8\u5f97\u6709\u8ff9\u53ef\u5faa\uff0c\u5728\u6709\u5fc5\u8981\u65f6\u4e5f\u80fd\u5f88\u597d\u5730\u56de\u6eaf\u5230\u4e4b\u524d\u7684\u7248\u672c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-c769df9cbd99e974414f8a48657a67d4.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-c769df9cbd99e974414f8a48657a67d4.gif\"><\/a><\/section>\n<section><\/section>\n<section><strong>\u5173\u6ce8\u591a\u6a21\u6001<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u5173\u5fc3\u7684\u6570\u636e\u901a\u5e38\u4e0d\u6b62\u6587\u672c\uff0c\u8fd8\u5305\u62ec\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\uff0c\u4f46\u4f7f\u7528 LLM \u5904\u7406\u8fd9\u4e9b\u6570\u636e\u5f80\u5f80\u4f1a\u66f4\u9ebb\u70e6\u3002Huss \u5e0c\u671b\u5728\u4f7f\u7528 LLM \u65f6\uff0c\u6211\u4eec\u80fd\u50cf\u4f7f\u7528\u6587\u672c\u4e00\u6837\u8f7b\u677e\u5730\u4f7f\u7528\u591a\u6a21\u6001\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e5f\u878d\u5408\u8fdb\u4e86 ell \u7684\u8bbe\u8ba1\u7406\u5ff5\u3002ell \u652f\u6301\u591a\u79cd\u5f62\u5f0f\u7684\u591a\u6a21\u6001\u8f93\u5165\u548c\u8f93\u51fa\u3002<\/section>\n<section><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-59d3529f6e74e092b0ae55cfc7454fee.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-59d3529f6e74e092b0ae55cfc7454fee.gif\"><\/a><\/p>\n<section><\/section>\n<section>\u63d0\u793a\u8bcd\u5de5\u7a0b\u5e08\u5b9d\u7389\u5bf9\u8fd9\u4e2a\u9879\u76ee\u7ed9\u51fa\u4e86\u5f88\u597d\u7684\u603b\u7ed3\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f57a8324832380153c4cbe4cdb0d38b7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f57a8324832380153c4cbe4cdb0d38b7.png\"><\/a><\/p>\n<section><\/section>\n<section>\u5982\u679c\u4f60\u4e5f\u6b63\u9700\u8981\u4e00\u4e2a\u8fd9\u6837\u7684\u63d0\u793a\u8bcd\u5de5\u7a0b\u5de5\u5177\uff0c\u90a3\u5c31\u8d76\u7d27\uff1a<\/section>\n<section>\n<pre data-lang=\"nginx\"><code>pip install ell-ai<\/code><\/pre>\n<\/section>\n<section><\/section>\n<section><em>\u53c2\u8003\u94fe\u63a5\uff1a<\/em><\/section>\n<section><em>https:\/\/x.com\/wgussml\/status\/1833615864131948756<\/em><\/section>\n<section><em>https:\/\/x.com\/dotey\/status\/1833967258592588017<\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-21-4\" target=\"_blank\">OpenAI\u524d\u7814\u7a76\u8005\u53d1\u5e03\u63d0\u793a\u8bcd\u5de5\u7a0b\u6846\u67b6ell\uff0c\u5347\u7ea7\u7248LangChain\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u548c\u591a\u6a21\u6001<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:OpenAI\u524d\u7814\u7a76\u8005\u53d1 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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