{"id":130296,"date":"2024-08-05T11:03:29","date_gmt":"2024-08-05T10:03:29","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=130296"},"modified":"2024-10-29T09:02:39","modified_gmt":"2024-10-29T09:02:39","slug":"jpmc-at-ai-for-finance-by-artefact-pioneering-ai-in-finance-from-reinforcement-learning-to-llms-for-documents-quantitative-reasoning","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/jpmc-at-ai-for-finance-by-artefact-pioneering-ai-in-finance-from-reinforcement-learning-to-llms-for-documents-quantitative-reasoning\/","title":{"rendered":"JPMC \u5728 Artefact \u4e3e\u529e\u7684\u4eba\u5de5\u667a\u80fd\u91d1\u878d\u8bba\u575b\u4e0a - \u91d1\u878d\u9886\u57df\u7684\u4eba\u5de5\u667a\u80fd\u5148\u950b\uff1a\u4ece\u5f3a\u5316\u5b66\u4e60\u5230\u6587\u4ef6\u548c\u5b9a\u91cf\u63a8\u7406\u7684 LLMs"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 description\" style=\"--awb-text-color:var(--awb-color5);--awb-text-font-family:&quot;PT Serif&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>Artefact \u4e3e\u529e\u7684\u4eba\u5de5\u667a\u80fd\u91d1\u878d\u5cf0\u4f1a - 2024 \u5e74 9 \u6708 17 \u65e5 - \u5df4\u9ece<\/p>\n<p>\u6469\u6839\u5927\u901a\u6469\u6839\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u90e8\u6267\u884c\u603b\u76d1 Nelson Vadori \u548c Artefact \u7f8e\u56fd\u91d1\u878d\u670d\u52a1\u9886\u5bfc\u5408\u4f19\u4eba Akhilesh Kale \u8ba8\u8bba\u7684\u4e3b\u8981\u5185\u5bb9\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:670px;--awb-max-height:377px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:56.27%;\" ><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668 1\" src=\"https:\/\/www.youtube.com\/embed\/fFhk3Olj8Ac?wmode=transparent&autoplay=0\" width=\"670\" height=\"377\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u6469\u6839\u5927\u901a\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u548c\u5168\u7403\u56e2\u961f\u6982\u89c8<\/h2><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5728 Artefact \u4e3b\u529e\u7684 \u201c\u91d1\u878d\u4eba\u5de5\u667a\u80fd \u201d\u5cf0\u4f1a\u4e0a\uff0c\u4e0e\u4f1a\u8005\u5206\u4eab\u4e86\u6469\u6839\u5927\u901a\u5728\u91d1\u878d\u4e1a\u4eba\u5de5\u667a\u80fd\u65b9\u9762\u7684\u524d\u6cbf\u5de5\u4f5c\u3002\u6469\u6839\u5927\u901a\u603b\u90e8\u4f4d\u4e8e\u5df4\u9ece\uff0c\u4f46\u5374\u662f\u5168\u7403\u56e2\u961f\u7684\u4e00\u90e8\u5206\uff0c\u5176\u7814\u7a76\u91cd\u70b9\u662f\u535a\u5f08\u8bba\u3001\u591a\u4ee3\u7406\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u3001\u5b9a\u91cf\u63a8\u7406\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7b49\u5404\u79cd\u8bfe\u9898\u3002\u6570\u5b66\u662f\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7684\u6838\u5fc3\uff0c\u8be5\u56e2\u961f\u5728\u5e02\u573a\u3001\u6295\u8d44\u94f6\u884c\u3001\u6d88\u8d39\u94f6\u884c\u548c\u8d44\u4ea7\u7ba1\u7406\u7b49\u591a\u4e2a\u4e1a\u52a1\u9886\u57df\u5f00\u5c55\u5408\u4f5c\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u5f3a\u5316\u5b66\u4e60\u5728\u91d1\u878d\u4f18\u5316\u4e2d\u7684\u4f5c\u7528<\/h2><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u6469\u6839\u5927\u901a\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u4e00\u4e2a\u6838\u5fc3\u8981\u7d20\u662f\u5c06\u5f3a\u5316\u5b66\u4e60\u5e94\u7528\u4e8e\u91d1\u878d\u9886\u57df\u3002\u5f3a\u5316\u5b66\u4e60\u7528\u4e8e\u901a\u8fc7\u52a8\u6001\u51b3\u7b56\u6700\u5927\u9650\u5ea6\u5730\u5b9e\u73b0\u957f\u671f\u76ee\u6807\uff0c\u5176\u4e2d\u77ed\u671f\u884c\u4e3a\u53ef\u80fd\u770b\u4f3c\u6b21\u4f18\uff0c\u4f46\u5374\u6709\u52a9\u4e8e\u957f\u671f\u6210\u529f\u3002\u4f8b\u5982\uff0cRL \u88ab\u5e94\u7528\u4e8e\u6295\u8d44\u7ec4\u5408\u5bf9\u51b2\uff0c\u4ee5\u4f18\u5316\u671f\u6743\u8d2d\u4e70\uff0c\u540c\u65f6\u8003\u8651\u5230\u4ea4\u6613\u6210\u672c\u7b49\u5173\u952e\u56e0\u7d20\u3002\u6b64\u5916\uff0c\u6a21\u578b\u6821\u51c6\u7814\u7a76\u5c06\u91d1\u878d\u8f68\u8ff9\u89c6\u4e3a\u535a\u5f08\u4e2d\u7684\u5408\u4f5c\u8005\uff0c\u6709\u52a9\u4e8e\u5b8c\u5584\u5b9a\u4ef7\u6a21\u578b\uff0c\u4ece\u800c\u5f97\u51fa\u66f4\u51c6\u786e\u7684\u7ed3\u679c\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u91d1\u878d\u5e02\u573a\u4e2d\u7684\u591a\u4ee3\u7406\u5f3a\u5316\u5b66\u4e60<\/h2><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8be5\u56e2\u961f\u8fd8\u5728\u63a8\u52a8\u591a\u4ee3\u7406\u5f3a\u5316\u5b66\u4e60\uff08MARL\uff09\u7684\u53d1\u5c55\uff0c\u4ee5\u6a21\u62df\u590d\u6742\u7684\u91d1\u878d\u5e02\u573a\uff0c\u5982\u5916\u6c47\uff08FX\uff09\u5e02\u573a\u3002\u901a\u8fc7\u6a21\u62df\u591a\u4e2a RL \u4ee3\u7406\u4e4b\u95f4\u7684\u4e92\u52a8\uff0c\u53ef\u4ee5\u83b7\u5f97\u5bf9\u5e02\u573a\u52a8\u6001\u7684\u5b9d\u8d35\u89c1\u89e3\u3002\u6700\u8fd1\u7684\u7814\u7a76\uff08\u5305\u62ec\u53d1\u8868\u5728\u300a\u6570\u7406\u91d1\u878d\u671f\u520a\u300b\u4e0a\u7684\u4e00\u9879\u7814\u7a76\uff09\u8bc1\u660e\u4e86 MARL \u4ee3\u7406\u5982\u4f55\u53d1\u5c55\u4ef7\u683c\u6392\u961f\u7b49\u6280\u80fd\uff0c\u901a\u8fc7\u8fd9\u79cd\u521b\u65b0\u65b9\u6cd5\u52a0\u6df1\u4e86\u5bf9\u5e02\u573a\u884c\u4e3a\u7684\u7406\u89e3\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u5229\u7528\u6cd5\u5b66\u7855\u58eb\u63a8\u8fdb\u6587\u4ef6\u5904\u7406\u548c\u8f6f\u4ef6\u5f00\u53d1<\/h2><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u9664RL\u5916\uff0c\u6469\u6839\u5927\u901a\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u8fd8\u975e\u5e38\u91cd\u89c6\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5f00\u53d1\u3002\u4e00\u4e2a\u663e\u8457\u7684\u4f8b\u5b50\u662f**Doc LLM**\uff0c\u8fd9\u662f\u4e00\u4e2a\u901a\u8fc7\u6574\u5408\u6587\u672c\u548c\u7a7a\u95f4\u4fe1\u606f\u6765\u5904\u7406\u6587\u6863\u7684\u6a21\u578b\uff0c\u4e3a\u591a\u6a21\u6001\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u66f4\u9ad8\u6548\u7684\u66ff\u4ee3\u65b9\u6848\u3002**Doc LLM**\u901a\u8fc7\u63d0\u4f9b\u66f4\u4e30\u5bcc\u7684\u6587\u6863\u5206\u6790\u80fd\u529b\uff0c\u5728\u5404\u79cd\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u53e6\u4e00\u9879\u7a81\u7834\u6d89\u53ca\u5728\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u4f7f\u7528\u591a\u4ee3\u7406 LLM\uff0c\u7531\u4ee3\u7406\u534f\u52a9\u5de5\u7a0b\u5e08\u8fdb\u884c\u89c4\u5212\u3001\u7f16\u7801\u548c\u5ba1\u67e5\uff0c\u5c55\u793a\u4e86 LLM \u5728\u6587\u672c\u751f\u6210\u4e4b\u5916\u7684\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u591a\u529f\u80fd\u6027\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u5728\u7279\u8bb8\u91d1\u878d\u5206\u6790\u5e08\u8003\u8bd5\u4e2d\u8bc4\u4f30\u6cd5\u5b66\u7855\u58eb<\/h2><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>LLM \u5728\u56e2\u961f\u7814\u7a76\u4e2d\u7684\u4e00\u4e2a\u72ec\u7279\u5e94\u7528\u662f\u5176\u5728 CFA\uff08\u7279\u8bb8\u91d1\u878d\u5206\u6790\u5e08\uff09\u8003\u8bd5\u4e2d\u7684\u8bc4\u4f30\u3002\u8fd9\u4e9b\u6a21\u578b\u5728 \u201c\u95ed\u5377 \u201d\u548c \u201c\u5f00\u5377 \u201d\u4e24\u79cd\u60c5\u51b5\u4e0b\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002\u867d\u7136\u6a21\u578b\u5728\u901a\u8fc7\u7279\u8bb8\u91d1\u878d\u5206\u6790\u5e08\u8003\u8bd5\u7684\u524d\u4e24\u7ea7\u8003\u8bd5\u65f6\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u5728\u5e94\u5bf9\u7b2c\u4e09\u7ea7\u8003\u8bd5\u4e2d\u66f4\u4e3a\u590d\u6742\u548c\u63a8\u7406\u5bc6\u96c6\u578b\u7684\u4efb\u52a1\u65f6\u5374\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u3002\u8fd9\u9879\u7814\u7a76\u5f3a\u8c03\u4e86 LLM \u5728\u5e94\u7528\u4e8e\u91d1\u878d\u63a8\u7406\u548c\u590d\u6742\u95ee\u9898\u89e3\u51b3\u65f6\u7684\u80fd\u529b\u548c\u5c40\u9650\u6027\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u91d1\u878d\u5b66\u6cd5\u5b66\u7855\u58eb\u6570\u5b66\u63a8\u7406\u7684\u672a\u6765<\/h2><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5c55\u671b\u672a\u6765\uff0c\u4f7f\u7528 LLM \u8fdb\u884c\u6570\u5b66\u63a8\u7406\u662f\u4e00\u4e2a\u5907\u53d7\u5173\u6ce8\u7684\u9886\u57df\u3002\u8be5\u56e2\u961f\u4e13\u6ce8\u4e8e\u6539\u8fdb\u6a21\u578b\uff0c\u4ee5\u5904\u7406\u91d1\u878d\u9886\u57df\u51fa\u73b0\u7684\u590d\u6742\u6570\u5b66\u95ee\u9898\uff0c\u5982\u7279\u8bb8\u91d1\u878d\u5206\u6790\u5e08\u8003\u8bd5\u4e2d\u51fa\u73b0\u7684\u95ee\u9898\u3002\u4ed6\u4eec\u6b63\u5728\u52aa\u529b\u63d0\u9ad8\u6a21\u578b\u6982\u62ec\u6570\u5b66\u6982\u5ff5\u7684\u80fd\u529b\uff0c\u5e76\u5c06\u5176\u5e94\u7528\u4e8e\u5404\u79cd\u60c5\u51b5\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u4e50\u89c2\u5730\u8ba4\u4e3a\uff0c\u4eba\u5de5\u667a\u80fd\u5c06\u5f88\u5feb\u5728\u89e3\u51b3\u91d1\u878d\u4e1a\u7684\u9ad8\u7ea7\u6570\u5b66\u96be\u9898\u65b9\u9762\u53d1\u6325\u5173\u952e\u4f5c\u7528\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"<p>\u6469\u6839\u5927\u901a\u6469\u6839\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u90e8\u6267\u884c\u603b\u76d1 Nelson Vadori \u548c Artefact \u7f8e\u56fd\u91d1\u878d\u670d\u52a1\u9886\u5bfc\u5408\u4f19\u4eba Akhilesh Kale \u8ba8\u8bba\u7684\u4e3b\u8981\u5185\u5bb9\u3002.<\/p>","protected":false},"featured_media":130297,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[21930],"blog-language":[2991],"class_list":["post-130296","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-finance","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/130296","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/130297"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=130296"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=130296"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=130296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}