{"id":15751,"date":"2024-12-17T12:44:56","date_gmt":"2024-12-17T04:44:56","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15751"},"modified":"2024-12-17T12:44:56","modified_gmt":"2024-12-17T04:44:56","slug":"zhipufabudemianbai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/zhipufabudemianbai\/","title":{"rendered":"\u667a\u8c31\u53d1\u5e03\u7684\u514d\u8d39\u89c6\u89c9\u6a21\u578bGLM-4V-Flash\u5e76\u53d1\u6570\u9650\u5236\u63d0\u5347\u523010\uff0c\u8fd9\u6b21\u751f\u4ea7\u73af\u5883\u591f\u7528\u4e86"},"content":{"rendered":"<h1>GLM-4V\u7cfb\u5217<\/h1>\n<p>GLM-4V\u7cfb\u5217\u5305\u542b3\u6b3e\u6a21\u578b\uff0c\u5206\u522b\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n<ul>\n<li>GLM-4V-Plus:\u5177\u5907\u5353\u8d8a\u7684\u591a\u6a21\u6001\u7406\u89e3\u80fd\u529b\uff0c\u53ef\u540c\u65f6\u5904\u7406\u6700\u591a5\u5f20\u56fe\u50cf\uff0c\u5e76\u652f\u6301\u89c6\u9891\u5185\u5bb9\u7406\u89e3\uff0c\u9002\u7528\u4e8e\u590d\u6742\u7684\u591a\u5a92\u4f53\u5206\u6790\u573a\u666f\u3002<\/li>\n<li>GLM-4V:\u4e13\u6ce8\u4e8e\u56fe\u50cf\u5185\u5bb9\u7406\u89e3\uff0c\u80fd\u591f\u540c\u65f6\u89e3\u6790\u6700\u591a5\u5f20\u56fe\u50cf\uff0c\u9002\u5408\u4e8e\u9700\u8981\u6df1\u5ea6\u56fe\u50cf\u7406\u89e3\u7684\u573a\u5408\u3002<\/li>\n<li>GLM-4V-Flash\uff08\u514d\u8d39\uff09: \u4e13\u6ce8\u4e8e\u9ad8\u6548\u7684\u5355\u4e00\u56fe\u50cf\u7406\u89e3\uff0c\u9002\u7528\u4e8e\u5feb\u901f\u56fe\u50cf\u89e3\u6790\u7684\u573a\u666f\uff0c\u4f8b\u5982\u5b9e\u65f6\u56fe\u50cf\u5206\u6790\u6216\u6279\u91cf\u56fe\u50cf\u5904\u7406\u3002<\/li>\n<\/ul>\n<h2>\u540c\u6b65\u8c03\u7528<\/h2>\n<h4>\u63a5\u53e3\u8bf7\u6c42<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u7c7b\u578b<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4f20\u8f93\u65b9\u5f0f<\/td>\n<td>https<\/td>\n<\/tr>\n<tr>\n<td>\u8bf7\u6c42\u5730\u5740<\/td>\n<td>https:\/\/open.bigmodel.cn\/api\/paas\/v4\/chat\/completions<\/td>\n<\/tr>\n<tr>\n<td>\u8c03\u7528\u65b9\u5f0f<\/td>\n<td>\u540c\u6b65\u8c03\u7528\uff0c\u7b49\u5f85\u6a21\u578b\u6267\u884c\u5b8c\u6210\u5e76\u8fd4\u56de\u6700\u7ec8\u7ed3\u679c\u6216 SSE \u8c03\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u5b57\u7b26\u7f16\u7801<\/td>\n<td>UTF-8<\/td>\n<\/tr>\n<tr>\n<td>\u63a5\u53e3\u8bf7\u6c42\u683c\u5f0f<\/td>\n<td>JSON<\/td>\n<\/tr>\n<tr>\n<td>\u54cd\u5e94\u683c\u5f0f<\/td>\n<td>JSON \u6216\u6807\u51c6 Stream Event<\/td>\n<\/tr>\n<tr>\n<td>\u63a5\u53e3\u8bf7\u6c42\u7c7b\u578b<\/td>\n<td>POST<\/td>\n<\/tr>\n<tr>\n<td>\u5f00\u53d1\u8bed\u8a00<\/td>\n<td>\u4efb\u610f\u53ef\u53d1\u8d77 http \u8bf7\u6c42\u7684\u5f00\u53d1\u8bed\u8a00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u8bf7\u6c42\u53c2\u6570<\/h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u53c2\u6570\u540d\u79f0<\/strong><\/th>\n<th><strong>\u7c7b\u578b<\/strong><\/th>\n<th><strong>\u5fc5\u586b<\/strong><\/th>\n<th><strong>\u53c2\u6570\u8bf4\u660e<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>model<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>\u8c03\u7528\u7684\u6a21\u578b\u7f16\u7801\u3002 \u6a21\u578b\u7f16\u7801\uff1aglm-4v-plus \u3001glm-4v\u3001glm-4v-flash(\u514d\u8d39)<\/td>\n<\/tr>\n<tr>\n<td>messages<\/td>\n<td>List<\/td>\n<td>\u662f<\/td>\n<td>\u8c03\u7528\u8bed\u8a00\u6a21\u578b\u65f6\uff0c\u5c06\u5f53\u524d\u5bf9\u8bdd\u4fe1\u606f\u5217\u8868\u4f5c\u4e3a\u63d0\u793a\u8f93\u5165\u7ed9\u6a21\u578b\uff0c \u6309\u7167 json \u6570\u7ec4\u5f62\u5f0f\u8fdb\u884c\u4f20\u53c2\u3002\u6bd4\u5982\uff0c\u89c6\u9891\u7406\u89e3\u53c2\u6570\uff1a<code>{ \"role\": \"user\", \"content\": [ { \"type\": \"video_url\", \"video_url\": { \"url\" : \"https:\/\/xxx\/xx.mp4\" } }, { \"type\": \"text\", \"text\": \"\u8bf7\u4ed4\u7ec6\u63cf\u8ff0\u8fd9\u4e2a\u89c6\u9891\" } ] }<\/code>\u56fe\u7247\u7406\u89e3\u53c2\u6570\uff1a<code>{ \"role\": \"user\", \"content\": [ { \"type\": \"image_url\", \"image_url\": { \"url\" : \"https:\/\/xxx\/xx.jpg\" } }, { \"type\": \"text\", \"text\": \"\u89e3\u91ca\u4e00\u4e0b\u56fe\u4e2d\u7684\u73b0\u8c61\" } ] }<\/code>\u53ef\u80fd\u7684\u6d88\u606f\u7c7b\u578b\u5305\u62ec User message\u3001Assistant message\u3002\u89c1\u4e0b\u65b9 message \u6d88\u606f\u5b57\u6bb5\u8bf4\u660e\u3002<\/td>\n<\/tr>\n<tr>\n<td>request_id<\/td>\n<td>String<\/td>\n<td>\u5426<\/td>\n<td>\u7531\u7528\u6237\u7aef\u4f20\u53c2\uff0c\u9700\u4fdd\u8bc1\u552f\u4e00\u6027\uff1b\u7528\u4e8e\u533a\u5206\u6bcf\u6b21\u8bf7\u6c42\u7684\u552f\u4e00\u6807\u8bc6\uff0c\u7528\u6237\u7aef\u4e0d\u4f20\u65f6\u5e73\u53f0\u4f1a\u9ed8\u8ba4\u751f\u6210\u3002<\/td>\n<\/tr>\n<tr>\n<td>do_sample<\/td>\n<td>Boolean<\/td>\n<td>\u5426<\/td>\n<td>do_sample \u4e3a true \u65f6\u542f\u7528\u91c7\u6837\u7b56\u7565\uff0cdo_sample \u4e3a false \u65f6\u91c7\u6837\u7b56\u7565 temperature\u3001top_p \u5c06\u4e0d\u751f\u6548<\/td>\n<\/tr>\n<tr>\n<td>stream<\/td>\n<td>Boolean<\/td>\n<td>\u5426<\/td>\n<td>\u4f7f\u7528\u540c\u6b65\u8c03\u7528\u65f6\uff0c\u6b64\u53c2\u6570\u5e94\u5f53\u8bbe\u7f6e\u4e3a Fasle \u6216\u8005\u7701\u7565\u3002\u8868\u793a\u6a21\u578b\u751f\u6210\u5b8c\u6240\u6709\u5185\u5bb9\u540e\u4e00\u6b21\u6027\u8fd4\u56de\u6240\u6709\u5185\u5bb9\u3002\u5982\u679c\u8bbe\u7f6e\u4e3a True\uff0c\u6a21\u578b\u5c06\u901a\u8fc7\u6807\u51c6 Event Stream \uff0c\u9010\u5757\u8fd4\u56de\u6a21\u578b\u751f\u6210\u5185\u5bb9\u3002Event Stream \u7ed3\u675f\u65f6\u4f1a\u8fd4\u56de\u4e00\u6761<code>data: [DONE]<\/code>\u6d88\u606f\u3002<\/td>\n<\/tr>\n<tr>\n<td>temperature<\/td>\n<td>Float<\/td>\n<td>\u5426<\/td>\n<td>\u91c7\u6837\u6e29\u5ea6\uff0c\u63a7\u5236\u8f93\u51fa\u7684\u968f\u673a\u6027\uff0c\u5fc5\u987b\u4e3a\u6b63\u6570 \u53d6\u503c\u8303\u56f4\u662f\uff1a<code>[0.0,1.0]<\/code>\uff0c \u9ed8\u8ba4\u503c\u4e3a 0.8\uff0c\u503c\u8d8a\u5927\uff0c\u4f1a\u4f7f\u8f93\u51fa\u66f4\u968f\u673a\uff0c\u66f4\u5177\u521b\u9020\u6027\uff1b\u503c\u8d8a\u5c0f\uff0c\u8f93\u51fa\u4f1a\u66f4\u52a0\u7a33\u5b9a\u6216\u786e\u5b9a \u5efa\u8bae\u60a8\u6839\u636e\u5e94\u7528\u573a\u666f\u8c03\u6574\u00a0<code>top_p<\/code>\u00a0\u6216\u00a0<code>temperature<\/code>\u00a0\u53c2\u6570\uff0c\u4f46\u4e0d\u8981\u540c\u65f6\u8c03\u6574\u4e24\u4e2a\u53c2\u6570<\/td>\n<\/tr>\n<tr>\n<td>top_p<\/td>\n<td>Float<\/td>\n<td>\u5426<\/td>\n<td>\u7528\u6e29\u5ea6\u53d6\u6837\u7684\u53e6\u4e00\u79cd\u65b9\u6cd5\uff0c\u79f0\u4e3a\u6838\u53d6\u6837 \u53d6\u503c\u8303\u56f4\u662f\uff1a<code>[0.0, 1.0]<\/code>\uff0c\u9ed8\u8ba4\u503c\u4e3a 0.6 \u6a21\u578b\u8003\u8651\u5177\u6709\u00a0<code>top_p<\/code>\u00a0\u6982\u7387\u8d28\u91cf <a href=\"https:\/\/www.kdjingpai.com\/tokenization\/\">tokens<\/a> \u7684\u7ed3\u679c \u4f8b\u5982\uff1a0.1 \u610f\u5473\u7740\u6a21\u578b\u89e3\u7801\u5668\u53ea\u8003\u8651\u4ece\u524d 10% \u7684\u6982\u7387\u7684\u5019\u9009\u96c6\u4e2d\u53d6 tokens \u5efa\u8bae\u60a8\u6839\u636e\u5e94\u7528\u573a\u666f\u8c03\u6574\u00a0<code>top_p<\/code>\u00a0\u6216\u00a0<code>temperature<\/code>\u00a0\u53c2\u6570\uff0c\u4f46\u4e0d\u8981\u540c\u65f6\u8c03\u6574\u4e24\u4e2a\u53c2\u6570<\/td>\n<\/tr>\n<tr>\n<td>max_tokens<\/td>\n<td>Integer<\/td>\n<td>\u5426<\/td>\n<td>\u6a21\u578b\u6700\u5927\u8f93\u51fa tokens \uff0c\u9ed8\u8ba4\u4e3a1024\uff0c\u6700\u5927\u652f\u6301 1024tokens.<\/td>\n<\/tr>\n<tr>\n<td>user_id<\/td>\n<td>String<\/td>\n<td>\u5426<\/td>\n<td>\u7ec8\u7aef\u7528\u6237\u7684\u552f\u4e00ID\uff0c\u534f\u52a9\u5e73\u53f0\u5bf9\u7ec8\u7aef\u7528\u6237\u7684\u8fdd\u89c4\u884c\u4e3a\u3001\u751f\u6210\u8fdd\u6cd5\u53ca\u4e0d\u826f\u4fe1\u606f\u6216\u5176\u4ed6\u6ee5\u7528\u884c\u4e3a\u8fdb\u884c\u5e72\u9884\u3002ID\u957f\u5ea6\u8981\u6c42\uff1a\u6700\u5c116\u4e2a\u5b57\u7b26\uff0c\u6700\u591a128\u4e2a\u5b57\u7b26\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>Messages \u683c\u5f0f<\/h3>\n<p>\u6a21\u578b\u53ef\u63a5\u53d7\u7684\u6d88\u606f\u7c7b\u578b\u5305\u62ec User message\u3001Assistant message \uff0c\u4e0d\u540c\u7684\u6d88\u606f\u7c7b\u578b\u683c\u5f0f\u6709\u6240\u5dee\u5f02\u3002\u5177\u4f53\u5982\u4e0b\uff1a<\/p>\n<h4>User message<\/h4>\n<table>\n<thead>\n<tr>\n<th><strong>\u53c2\u6570\u540d\u79f0<\/strong><\/th>\n<th><strong>\u7c7b\u578b<\/strong><\/th>\n<th><strong>\u5fc5\u586b<\/strong><\/th>\n<th><strong>\u53c2\u6570\u8bf4\u660e<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>role<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>\u6d88\u606f\u7684\u89d2\u8272\u4fe1\u606f\uff0c\u6b64\u65f6\u5e94\u4e3a<code>user<\/code><\/td>\n<\/tr>\n<tr>\n<td>content<\/td>\n<td>List<\/td>\n<td>\u662f<\/td>\n<td>\u6d88\u606f\u5185\u5bb9\u3002<\/td>\n<\/tr>\n<tr>\n<td>type<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>\u6587\u672c\u7c7b\u578b\uff1atext\u56fe\u7247\u7c7b\u578b\uff1aimage_url\u89c6\u9891\u7c7b\u578b\uff1avideo_url\u89c6\u9891\u548c\u56fe\u7247\u7c7b\u578b\u4e0d\u80fd\u540c\u65f6\u8f93\u5165<\/td>\n<\/tr>\n<tr>\n<td>text<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>type\u662ftext \u65f6\u8865\u5145<\/td>\n<\/tr>\n<tr>\n<td>image_url<\/td>\n<td>Object<\/td>\n<td>\u662f<\/td>\n<td>type\u662fimage_url \u65f6\u8865\u5145<\/td>\n<\/tr>\n<tr>\n<td>url<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>\u56fe\u7247url\u6216\u8005base64\u7f16\u7801\u3002\u56fe\u50cf\u5927\u5c0f\u4e0a\u4f20\u9650\u5236\u4e3a\u6bcf\u5f20\u56fe\u50cf 5M\u4ee5\u4e0b\uff0c\u4e14\u50cf\u7d20\u4e0d\u8d85\u8fc7 6000*6000\u3002\u652f\u6301jpg\u3001png\u3001jpeg\u683c\u5f0f\u3002\u8bf4\u660e\uff1a GLM-4V-Flash \u4e0d\u652f\u6301base64\u7f16\u7801<\/td>\n<\/tr>\n<tr>\n<td>video_url<\/td>\n<td>Object<\/td>\n<td>\u662f<\/td>\n<td>type\u662fvideo_url \u65f6\u8865\u5145\uff0c\u4ec5glm-4v-plus\u652f\u6301\u89c6\u9891\u8f93\u5165\u89c6\u9891\u7406\u89e3\u65f6\uff0cvideo_url\u53c2\u6570\u5fc5\u987b\u5728\u7b2c\u4e00\u4e2a\u3002<\/td>\n<\/tr>\n<tr>\n<td>url<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>\u89c6\u9891url\u3002\u89c6\u9891\u5927\u5c0f\u4ec5\u652f\u630120M\u4ee5\u5185\uff0c\u89c6\u9891\u65f6\u957f\u4e0d\u8d85\u8fc7 30s\u3002\u652f\u6301\u7684\u89c6\u9891\u7c7b\u578b mp4 \u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>Assistant message<\/h4>\n<table>\n<thead>\n<tr>\n<th><strong>\u53c2\u6570\u540d\u79f0<\/strong><\/th>\n<th><strong>\u7c7b\u578b<\/strong><\/th>\n<th><strong>\u5fc5\u586b<\/strong><\/th>\n<th><strong>\u53c2\u6570\u8bf4\u660e<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>role<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>\u6d88\u606f\u7684\u89d2\u8272\u4fe1\u606f\uff0c\u6b64\u65f6\u5e94\u4e3a<code>assistant<\/code><\/td>\n<\/tr>\n<tr>\n<td>content<\/td>\n<td>String<\/td>\n<td>\u662f<\/td>\n<td>\u6d88\u606f\u5185\u5bb9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u54cd\u5e94\u53c2\u6570<\/h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u53c2\u6570\u540d\u79f0<\/strong><\/th>\n<th><strong>\u7c7b\u578b<\/strong><\/th>\n<th><strong>\u53c2\u6570\u8bf4\u660e<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>id<\/td>\n<td>String<\/td>\n<td>\u4efb\u52a1 ID<\/td>\n<\/tr>\n<tr>\n<td>created<\/td>\n<td>Long<\/td>\n<td>\u8bf7\u6c42\u521b\u5efa\u65f6\u95f4\uff0c\u662f\u4ee5\u79d2\u4e3a\u5355\u4f4d\u7684 Unix \u65f6\u95f4\u6233\u3002<\/td>\n<\/tr>\n<tr>\n<td>model<\/td>\n<td>String<\/td>\n<td>\u6a21\u578b\u540d\u79f0<\/td>\n<\/tr>\n<tr>\n<td>choices<\/td>\n<td>List<\/td>\n<td>\u5f53\u524d\u5bf9\u8bdd\u7684\u6a21\u578b\u8f93\u51fa\u5185\u5bb9<\/td>\n<\/tr>\n<tr>\n<td>index<\/td>\n<td>Integer<\/td>\n<td>\u7ed3\u679c\u4e0b\u6807<\/td>\n<\/tr>\n<tr>\n<td>finish_reason<\/td>\n<td>String<\/td>\n<td>\u6a21\u578b\u63a8\u7406\u7ec8\u6b62\u7684\u539f\u56e0\u3002<code>stop<\/code>\u4ee3\u8868\u63a8\u7406\u81ea\u7136\u7ed3\u675f\u6216\u89e6\u53d1\u505c\u6b62\u8bcd\u3002<code>length<\/code>\u00a0\u4ee3\u8868\u5230\u8fbe tokens \u957f\u5ea6\u4e0a\u9650\u3002<code>sensitive<\/code>\u00a0\u4ee3\u8868\u6a21\u578b\u63a8\u7406\u5185\u5bb9\u88ab\u5b89\u5168\u5ba1\u6838\u63a5\u53e3\u62e6\u622a\u3002<code>network_error<\/code>\u00a0\u4ee3\u8868\u6a21\u578b\u63a8\u7406\u5f02\u5e38\u3002<\/td>\n<\/tr>\n<tr>\n<td>message<\/td>\n<td>Object<\/td>\n<td>\u6a21\u578b\u8fd4\u56de\u7684\u6587\u672c\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>role<\/td>\n<td>String<\/td>\n<td>\u5f53\u524d\u5bf9\u8bdd\u7684\u89d2\u8272\uff0c\u76ee\u524d\u9ed8\u8ba4\u4e3a assistant\uff08\u6a21\u578b\uff09<\/td>\n<\/tr>\n<tr>\n<td>content<\/td>\n<td>List<\/td>\n<td>\u5f53\u524d\u5bf9\u8bdd\u7684\u5185\u5bb9<\/td>\n<\/tr>\n<tr>\n<td>usage<\/td>\n<td>Object<\/td>\n<td>\u7ed3\u675f\u65f6\u8fd4\u56de\u672c\u6b21\u6a21\u578b\u8c03\u7528\u7684 tokens \u6570\u91cf\u7edf\u8ba1<\/td>\n<\/tr>\n<tr>\n<td>prompt_tokens<\/td>\n<td>Integer<\/td>\n<td>\u7528\u6237\u8f93\u5165\u7684 tokens \u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>completion_tokens<\/td>\n<td>Integer<\/td>\n<td>\u6a21\u578b\u8f93\u51fa\u7684 tokens \u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>total_tokens<\/td>\n<td>Integer<\/td>\n<td>\u603b tokens \u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>content_filter<\/td>\n<td>List<\/td>\n<td>\u8fd4\u56de\u5185\u5bb9\u5b89\u5168\u7684\u76f8\u5173\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>role<\/td>\n<td>String<\/td>\n<td>\u5b89\u5168\u751f\u6548\u73af\u8282\uff0c\u5305\u62ec<code>role = assistant<\/code>\u00a0\u6a21\u578b\u63a8\u7406\uff0c<code>role = user<\/code>\u00a0\u7528\u6237\u8f93\u5165\uff0c<code>role = history<\/code>\u00a0\u5386\u53f2\u4e0a\u4e0b\u6587<\/td>\n<\/tr>\n<tr>\n<td>level<\/td>\n<td>Integer<\/td>\n<td>\u4e25\u91cd\u7a0b\u5ea6 level 0-3\uff0clevel 0\u8868\u793a\u6700\u4e25\u91cd\uff0c3\u8868\u793a\u8f7b\u5fae<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u8bf7\u6c42\u793a\u4f8b<\/h2>\n<h3>\u4e0a\u4f20\u89c6\u9891 URL<\/h3>\n<pre><code>#\u89c6\u9891\u7406\u89e3\u793a\u4f8b\u3001\u4e0a\u4f20\u89c6\u9891URL\r\nfrom zhipuai import ZhipuAI\r\nclient = ZhipuAI(api_key=\"YOUR API KEY\") # \u586b\u5199\u60a8\u81ea\u5df1\u7684APIKey\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-4v-plus\",  # \u586b\u5199\u9700\u8981\u8c03\u7528\u7684\u6a21\u578b\u540d\u79f0\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"video_url\",\r\n\"video_url\": {\r\n\"url\" : \"https:\/\/sfile.chatglm.cn\/testpath\/video\/xxxxx.mp4\"\r\n}\r\n},\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"\u8bf7\u4ed4\u7ec6\u63cf\u8ff0\u8fd9\u4e2a\u89c6\u9891\"\r\n}\r\n]\r\n}\r\n]\r\n)\r\nprint(response.choices[0].message)\r\n<\/code><\/pre>\n<h3>\u4e0a\u4f20\u89c6\u9891 Base64<\/h3>\n<pre><code>import base64\r\nfrom zhipuai import ZhipuAI\r\nvideo_path = \"\/Users\/YourCompluter\/xxxx.mp4\"\r\nwith open(video_path, 'rb') as video_file:\r\nvideo_base = base64.b64encode(video_file.read()).decode('utf-8')\r\nclient = ZhipuAI(api_key=\"YOUR API KEY\") # \u586b\u5199\u60a8\u81ea\u5df1\u7684APIKey\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-4v-plus\",  # \u586b\u5199\u9700\u8981\u8c03\u7528\u7684\u6a21\u578b\u540d\u79f0\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"video_url\",\r\n\"video_url\": {\r\n\"url\" : video_base\r\n}\r\n},\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"\u8bf7\u4ed4\u7ec6\u63cf\u8ff0\u8fd9\u4e2a\u89c6\u9891\"\r\n}\r\n]\r\n}\r\n]\r\n)\r\nprint(response.choices[0].message)\r\n<\/code><\/pre>\n<h3>\u4e0a\u4f20\u56fe\u7247 URL<\/h3>\n<pre><code>from zhipuai import ZhipuAI\r\nclient = ZhipuAI(api_key=\"\") # \u586b\u5199\u60a8\u81ea\u5df1\u7684APIKey\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-4v\",  # \u586b\u5199\u9700\u8981\u8c03\u7528\u7684\u6a21\u578b\u540d\u79f0\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"\u56fe\u91cc\u6709\u4ec0\u4e48\"\r\n},\r\n{\r\n\"type\": \"image_url\",\r\n\"image_url\": {\r\n\"url\" : \"https:\/\/img1.baidu.com\/it\/u=1369931113,3388870256&amp;fm=253&amp;app=138&amp;size=w931&amp;n=0&amp;f=JPEG&amp;fmt=auto?sec=1703696400&amp;t=f3028c7a1dca43a080aeb8239f09cc2f\"\r\n}\r\n}\r\n]\r\n}\r\n]\r\n)\r\nprint(response.choices[0].message)\r\n<\/code><\/pre>\n<h3>\u4e0a\u4f20\u56fe\u7247 Base64<\/h3>\n<pre><code>import base64\r\nfrom zhipuai import ZhipuAI\r\nimg_path = \"\/Users\/YourCompluter\/xxxx.jpeg\"\r\nwith open(img_path, 'rb') as img_file:\r\nimg_base = base64.b64encode(img_file.read()).decode('utf-8')\r\nclient = ZhipuAI(api_key=\"YOUR API KEY\") # \u586b\u5199\u60a8\u81ea\u5df1\u7684APIKey\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-4v-plus\",  # \u586b\u5199\u9700\u8981\u8c03\u7528\u7684\u6a21\u578b\u540d\u79f0\r\nmessages=[\r\n{\r\n\"role\": \"user\",\r\n\"content\": [\r\n{\r\n\"type\": \"image_url\",\r\n\"image_url\": {\r\n\"url\": img_base\r\n}\r\n},\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"\u8bf7\u63cf\u8ff0\u8fd9\u4e2a\u56fe\u7247\"\r\n}\r\n]\r\n}\r\n]\r\n)\r\nprint(response.choices[0].message)\r\n<\/code><\/pre>\n<h3>\u591a\u8f6e\u56fe\u7247\u5bf9\u8bdd<\/h3>\n<pre><code>from zhipuai import ZhipuAI\r\nclient = ZhipuAI(api_key=\"YOUR API KEY\") # \u586b\u5199\u60a8\u81ea\u5df1\u7684APIKey\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-4v-plus\",  # \u586b\u5199\u9700\u8981\u8c03\u7528\u7684\u6a21\u578b\u540d\u79f0\r\nmessages=[\r\n{\r\n\"content\": [\r\n{\r\n\"image_url\": {\r\n\"url\": \"https:\/\/cdn.bigmodel.cn\/xxxxxx.png\"\r\n},\r\n\"type\": \"image_url\"\r\n},\r\n{\r\n\"text\": \"\u56fe\u4e2d\u6709\u4ec0\u4e48\",\r\n\"type\": \"text\"\r\n}\r\n],\r\n\"role\": \"user\"\r\n},\r\n{\r\n\"content\": [\r\n{\r\n\"text\": \"\u8fd9\u662f\u4e00\u5e45\u63cf\u7ed8\u81ea\u7136\u98ce\u666f\u7684\u753b\uff0c\u5c55\u73b0\u4e86\u4e00\u7247\u5b81\u9759\u7684\u6e56\u6cca\uff0c\u6e56\u6c34\u5448\u73b0\u51fa\u6df1\u6d45\u4e0d\u4e00\u7684\u84dd\u7eff\u8272\u8c03\u3002\u6e56\u8fb9\u957f\u7740\u4e00\u68f5\u76db\u5f00\u7684\u6a31\u82b1\u6811\uff0c\u7c89\u767d\u8272\u7684\u82b1\u6735\u5728\u9633\u5149\u4e0b\u663e\u5f97\u683c\u5916\u9c9c\u8273\u3002\u6811\u4e0b\u6709\u4e00\u4f4d\u8eab\u7a7f\u84dd\u8272\u8863\u670d\u7684\u4eba\u5750\u5728\u8239\u4e0a\uff0c\u4f3c\u4e4e\u6b63\u5728\u4eab\u53d7\u8fd9\u7f8e\u597d\u7684\u65f6\u5149\u3002\\n\\n\u80cc\u666f\u662f\u8fde\u7ef5\u8d77\u4f0f\u7684\u5c71\u8109\uff0c\u5c71\u4f53\u88ab\u7eff\u8272\u7684\u690d\u88ab\u8986\u76d6\uff0c\u5c71\u9876\u5219\u88ab\u4e91\u96fe\u7f2d\u7ed5\uff0c\u589e\u6dfb\u4e86\u51e0\u5206\u795e\u79d8\u611f\u3002\u8fdc\u5904\u8fd8\u53ef\u4ee5\u770b\u5230\u4e00\u5ea7\u5c0f\u4ead\u5b50\uff0c\u5b83\u5750\u843d\u5728\u6e56\u8fb9\u7684\u5ca9\u77f3\u4e0a\uff0c\u4e0e\u5468\u56f4\u7684\u81ea\u7136\u73af\u5883\u548c\u8c10\u76f8\u878d\u3002\\n\\n\u6574\u4e2a\u753b\u9762\u7ed9\u4eba\u4e00\u79cd\u5b81\u9759\u3001\u548c\u8c10\u7684\u611f\u89c9\uff0c\u4eff\u4f5b\u7f6e\u8eab\u4e8e\u4e00\u4e2a\u4e16\u5916\u6843\u6e90\u4e4b\u4e2d\u3002\",\r\n\"type\": \"text\"\r\n}\r\n],\r\n\"role\": \"assistant\"\r\n},\r\n{\r\n\"content\": [\r\n{\r\n\"image_url\": {\r\n\"url\": \"https:\/\/cdn.bigmodel.cn\/xxxxxxx.jpeg\"\r\n},\r\n\"type\": \"image_url\"\r\n},\r\n{\r\n\"text\": \"\u8fd9\u4e2a\u56fe\u4e0e\u4e0a\u9762\u56fe\u6709\u4ec0\u4e48\u4e0d\u4e00\u6837\",\r\n\"type\": \"text\"\r\n}\r\n],\r\n\"role\": \"user\"\r\n},\r\n{\r\n\"content\": [\r\n{\r\n\"text\": \"\u7b2c\u4e00\u5f20\u56fe\u548c\u7b2c\u4e8c\u5f20\u56fe\u5728\u753b\u9762\u5185\u5bb9\u3001\u6784\u56fe\u3001\u8272\u5f69\u7b49\u65b9\u9762\u90fd\u6709\u5f88\u5927\u7684\u4e0d\u540c\uff0c\u5f62\u6210\u9c9c\u660e\u7684\u5bf9\u6bd4\u3002\\n\\n1.\u7b2c\u4e00\u5f20\u56fe\u662f\u98ce\u666f\u753b\uff0c\u4e3b\u8981\u63cf\u7ed8\u4e86\u81ea\u7136\u98ce\u666f\uff0c\u5982\u6a31\u82b1\u6811\u3001\u6e56\u6cca\u3001\u5c71\u8109\u7b49\uff0c\u8272\u5f69\u4e30\u5bcc\uff0c\u5145\u6ee1\u6625\u5929\u7684\u6c14\u606f\uff0c\u800c\u7b2c\u4e8c\u5f20\u56fe\u662f\u63cf\u7ed8\u957f\u57ce\u5728\u51ac\u5b63\u7684\u98ce\u666f\u7167\u7247\uff0c\u957f\u57ce\u5728\u767d\u96ea\u8986\u76d6\u7684\u5c71\u8109\u4e2d\u873f\u8712\u76d8\u65cb\uff0c\u6574\u4f53\u8272\u8c03\u504f\u51b7\uff0c\u7ed9\u4eba\u4e00\u79cd\u5bd2\u51b7\u3001\u5b81\u9759\u7684\u611f\u89c9\u3002\\n\\n2.\u6784\u56fe\u4e0a\uff0c\u7b2c\u4e00\u5f20\u56fe\u91c7\u7528\u5bf9\u79f0\u5f0f\u6784\u56fe\uff0c\u4ee5\u6a31\u82b1\u6811\u4e3a\u4e2d\u5fc3\uff0c\u4e24\u4fa7\u7684\u666f\u7269\u76f8\u4e92\u547c\u5e94\uff0c\u5f62\u6210\u5e73\u8861\u548c\u8c10\u7684\u753b\u9762\u6548\u679c\uff0c\u7b2c\u4e8c\u5f20\u56fe\u5219\u91c7\u7528\u5bf9\u89d2\u7ebf\u6784\u56fe\uff0c\u957f\u57ce\u4f5c\u4e3a\u89c6\u89c9\u5f15\u5bfc\u7ebf\uff0c\u5f15\u5bfc\u89c2\u4f17\u7684\u89c6\u7ebf\u7a7f\u8d8a\u6574\u4e2a\u753b\u9762\uff0c\u589e\u52a0\u753b\u9762\u7684\u6df1\u5ea6\u548c\u52a8\u6001\u611f\u3002\\n\\n\u6574\u4f53\u6765\u770b\uff0c\u8fd9\u4e24\u5f20\u56fe\u5728\u753b\u9762\u5185\u5bb9\u3001\u8272\u5f69\u3001\u6784\u56fe\u548c\u6c1b\u56f4\u4e0a\u90fd\u5448\u73b0\u51fa\u660e\u663e\u7684\u5bf9\u6bd4\uff0c\u4e00\u5f20\u662f\u5145\u6ee1\u751f\u673a\u548c\u8272\u5f69\u7684\u6625\u65e5\u98ce\u666f\u753b\uff0c\u53e6\u4e00\u5f20\u662f\u5b81\u9759\u800c\u795e\u79d8\u7684\u51ac\u65e5\u957f\u57ce\u98ce\u666f\u7167\u3002\",\r\n\"type\": \"text\"\r\n}\r\n],\r\n\"role\": \"assistant\"\r\n},\r\n{\r\n\"content\": [\r\n{\r\n\"image_url\": {\r\n\"url\": \"https:\/\/cdn.bigmodel.cn\/xxxxxxx.jpeg\"\r\n},\r\n\"type\": \"image_url\"\r\n},\r\n{\r\n\"text\": \"\u8fd9\u4e2a\u56fe\u4e0e\u4e0a\u4e00\u5f20\u56fe\u6709\u4ec0\u4e48\u533a\u522b\",\r\n\"type\": \"text\"\r\n}\r\n],\r\n\"role\": \"user\"\r\n}\r\n]\r\n)\r\nprint(response.choices[0].message)\r\n<\/code><\/pre>\n<h3>\u54cd\u5e94\u793a\u4f8b<\/h3>\n<pre><code>{\r\n\"created\": 1703487403,\r\n\"id\": \"8239375684858666781\",\r\n\"model\": \"glm-4v-plus\",\r\n\"request_id\": \"8239375684858666781\",\r\n\"choices\": [\r\n{\r\n\"finish_reason\": \"stop\",\r\n\"index\": 0,\r\n\"message\": {\r\n\"content\": \"\u56fe\u4e2d\u6709\u4e00\u7247\u84dd\u8272\u7684\u6d77\u548c\u84dd\u5929\uff0c\u5929\u7a7a\u4e2d\u6709\u767d\u8272\u7684\u4e91\u6735\u3002\u56fe\u7247\u7684\u53f3\u4e0b\u89d2\u6709\u4e00\u4e2a\u5c0f\u5c9b\u6216\u8005\u5ca9\u77f3\uff0c\u4e0a\u9762\u957f\u7740\u6df1\u7eff\u8272\u7684\u6811\u6728\u3002\",\r\n\"role\": \"assistant\"\r\n}\r\n}\r\n],\r\n\"usage\": {\r\n\"completion_tokens\": 37,\r\n\"prompt_tokens\": 1037,\r\n\"total_tokens\": 1074\r\n}\r\n}\r\n<\/code><\/pre>\n<h2>\u6d41\u5f0f\u8f93\u51fa<\/h2>\n<h3>\u54cd\u5e94\u53c2\u6570<\/h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u53c2\u6570\u540d\u79f0<\/strong><\/th>\n<th><strong>\u7c7b\u578b<\/strong><\/th>\n<th><strong>\u53c2\u6570\u8bf4\u660e<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>id<\/td>\n<td>String<\/td>\n<td>\u4efb\u52a1 ID<\/td>\n<\/tr>\n<tr>\n<td>created<\/td>\n<td>Long<\/td>\n<td>\u8bf7\u6c42\u521b\u5efa\u65f6\u95f4\uff0c\u662f\u4ee5\u79d2\u4e3a\u5355\u4f4d\u7684 Unix \u65f6\u95f4\u6233\u3002<\/td>\n<\/tr>\n<tr>\n<td>choices<\/td>\n<td>List<\/td>\n<td>\u5f53\u524d\u5bf9\u8bdd\u7684\u6a21\u578b\u8f93\u51fa\u5185\u5bb9<\/td>\n<\/tr>\n<tr>\n<td>index<\/td>\n<td>Integer<\/td>\n<td>\u7ed3\u679c\u4e0b\u6807<\/td>\n<\/tr>\n<tr>\n<td>finish_reason<\/td>\n<td>String<\/td>\n<td>\u6a21\u578b\u63a8\u7406\u7ec8\u6b62\u7684\u539f\u56e0\u3002<code>stop<\/code>\u4ee3\u8868\u63a8\u7406\u81ea\u7136\u7ed3\u675f\u6216\u89e6\u53d1\u505c\u6b62\u8bcd\u3002<code>length<\/code>\u00a0\u4ee3\u8868\u5230\u8fbe tokens \u957f\u5ea6\u4e0a\u9650\u3002<code>sensitive<\/code>\u00a0\u4ee3\u8868\u6a21\u578b\u63a8\u7406\u5185\u5bb9\u88ab\u5b89\u5168\u5ba1\u6838\u63a5\u53e3\u62e6\u622a\u3002<code>network_error<\/code>\u00a0\u4ee3\u8868\u6a21\u578b\u63a8\u7406\u5f02\u5e38\u3002<\/td>\n<\/tr>\n<tr>\n<td>delta<\/td>\n<td>Object<\/td>\n<td>\u6a21\u578b\u589e\u91cf\u8fd4\u56de\u7684\u6587\u672c\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>role<\/td>\n<td>String<\/td>\n<td>\u5f53\u524d\u5bf9\u8bdd\u7684\u89d2\u8272\uff0c\u76ee\u524d\u9ed8\u8ba4\u4e3a assistant\uff08\u6a21\u578b\uff09<\/td>\n<\/tr>\n<tr>\n<td>content<\/td>\n<td>String<\/td>\n<td>\u5f53\u524d\u5bf9\u8bdd\u7684\u5185\u5bb9<\/td>\n<\/tr>\n<tr>\n<td>usage<\/td>\n<td>Object<\/td>\n<td>\u672c\u6b21\u6a21\u578b\u8c03\u7528\u7684 tokens \u6570\u91cf\u7edf\u8ba1<\/td>\n<\/tr>\n<tr>\n<td>prompt_tokens<\/td>\n<td>Integer<\/td>\n<td>\u7528\u6237\u8f93\u5165\u7684 tokens \u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>completion_tokens<\/td>\n<td>Integer<\/td>\n<td>\u6a21\u578b\u8f93\u51fa\u7684 tokens \u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>total_tokens<\/td>\n<td>Integer<\/td>\n<td>\u603b tokens \u6570\u91cf<\/td>\n<\/tr>\n<tr>\n<td>content_filter<\/td>\n<td>List<\/td>\n<td>\u8fd4\u56de\u5185\u5bb9\u5b89\u5168\u7684\u76f8\u5173\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>role<\/td>\n<td>String<\/td>\n<td>\u5b89\u5168\u751f\u6548\u73af\u8282\uff0c\u5305\u62ec<code>role = assistant<\/code>\u00a0\u6a21\u578b\u63a8\u7406\uff0c<code>role = user<\/code>\u00a0\u7528\u6237\u8f93\u5165\uff0c<code>role = history<\/code>\u00a0\u5386\u53f2\u4e0a\u4e0b\u6587<\/td>\n<\/tr>\n<tr>\n<td>level<\/td>\n<td>Integer<\/td>\n<td>\u4e25\u91cd\u7a0b\u5ea6 level 0-3\uff0clevel 0 \u8868\u793a\u6700\u4e25\u91cd\uff0c3 \u8868\u793a\u8f7b\u5fae<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u8bf7\u6c42\u793a\u4f8b<\/h3>\n<pre><code>from zhipuai import ZhipuAI\r\nclient = ZhipuAI(api_key=\"\") # \u8bf7\u586b\u5199\u60a8\u81ea\u5df1\u7684APIKey\r\nresponse = client.chat.completions.create(\r\nmodel=\"glm-4v-plus\",  # \u586b\u5199\u9700\u8981\u8c03\u7528\u7684\u6a21\u578b\u540d\u79f0\r\nmessages=[\r\n{\r\n\"role\": \"user\", \r\n\"content\": [\r\n{\r\n\"type\": \"image_url\",\r\n\"image_url\": {\r\n\"url\" : \"sfile.chatglm.cn\/testpath\/xxxx.jpg\"\r\n}\r\n},\r\n{\r\n\"type\": \"text\",\r\n\"text\": \"\u56fe\u91cc\u6709\u4ec0\u4e48\"\r\n}\r\n]\r\n},\r\n],\r\nstream=True,\r\n)\r\nfor chunk in response:\r\nprint(chunk.choices[0].delta)\r\n<\/code><\/pre>\n<h4>\u54cd\u5e94\u793a\u4f8b<\/h4>\n<pre><code>data: {\"id\":\"8305986882425703351\",\"created\":1705476637,\"model\":\"glm-4v-plus\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"\u4e0b\"}}]}\r\ndata: {\"id\":\"8305986882425703351\",\"created\":1705476637,\"model\":\"glm-4v-plus\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"\u89d2\"}}]}\r\ndata: {\"id\":\"8305986882425703351\",\"created\":1705476637,\"model\":\"glm-4v-plus\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"\u6709\u4e00\u4e2a\"}}]}\r\n... ...\r\ndata: {\"id\":\"8305986882425703351\",\"created\":1705476637,\"model\":\"glm-4v-plus\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"\u6811\u6728\"}}]}\r\ndata: {\"id\":\"8305986882425703351\",\"created\":1705476637,\"model\":\"glm-4v-plus\",\"choices\":[{\"index\":0,\"delta\":{\"role\":\"assistant\",\"content\":\"\u3002\"}}]}\r\ndata: {\"id\":\"8305986882425703351\",\"created\":1705476637,\"model\":\"glm-4v-plus\",\"choices\":[{\"index\":0,\"finish_reason\":\"stop\",\"delta\":{\"role\":\"assistant\",\"content\":\"\"}}],\"usage\":{\"prompt_tokens\":1037,\"completion_tokens\":37,\"total_tokens\":1074}}<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>GLM-4V\u7cfb\u5217 GLM-4V\u7cfb\u5217\u5305\u542b3\u6b3e\u6a21\u578b\uff0c\u5206\u522b\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u3002 GLM-4V-Plus:\u5177\u5907\u5353\u8d8a\u7684\u591a\u6a21\u6001\u7406\u89e3\u80fd\u529b\uff0c\u53ef\u540c\u65f6\u5904\u7406\u6700\u591a5\u5f20\u56fe\u50cf\uff0c\u5e76\u652f\u6301\u89c6\u9891\u5185\u5bb9\u7406\u89e3\uff0c\u9002\u7528\u4e8e\u590d\u6742\u7684\u591a\u5a92\u4f53\u5206\u6790\u573a\u666f\u3002 GLM-4V:\u4e13\u6ce8\u4e8e\u56fe\u50cf\u5185\u5bb9\u7406\u89e3\uff0c\u80fd\u591f\u540c&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[],"class_list":["post-15751","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/15751","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=15751"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/15751\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=15751"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=15751"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=15751"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}