{"id":18007,"date":"2017-12-14T06:00:18","date_gmt":"2017-12-14T06:00:18","guid":{"rendered":"http:\/\/developer.kore.ai\/v9-0\/?post_type=docs&#038;p=12107"},"modified":"2021-08-14T08:00:36","modified_gmt":"2021-08-14T07:00:36","slug":"creating-a-knowledge-graph","status":"publish","type":"post","link":"https:\/\/developer.kore.ai\/v9-0\/docs\/bots\/bot-builder-tool\/knowledge-task\/creating-a-knowledge-graph\/","title":{"rendered":"Knowledge Graph"},"content":{"rendered":"<section class=\"l-section wpb_row height_auto\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row type_default valign_top\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p>Kore.ai Knowledge Graph (KG) helps you turn your static FAQ text into an intelligent, personalized conversational experience. It goes beyond the usual practice of capturing FAQs in the form of flat question-answer pairs. Instead, Knowledge Graph enables you to create a hierarchical structure of key domain terms and associate them with context-specific questions and their alternatives, synonyms, and Machine learning-enabled classes. This structure, when trained by the platform, generates a Knowledge Graph that enables an intelligent FAQ experience.<\/p>\n<p><a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-builder-tool\/knowledge-task\/knowledge-ontology\/\" target=\"_blank\" rel=\"noopener noreferrer\">See here for more on KG Terminology<\/a>.<\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<p>To generate a Knowledge Graph, you need to add FAQs to an existing or new bot. If you have not created a bot, refer to <a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-builder\/getting-started-bots\/\">Creating a new bot<\/a>.<\/p>\n<p>Creating a Knowledge Graph involves the following steps:<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Add_Knowledge_Graph_to_Bot\">Add Knowledge Graph to Bot<\/span><\/h2>\n<p>To open the Knowledge Graph builder, follow the below steps:<\/p>\n<ol>\n<li>Log in to Kore.ai Bot Builder and open the bot to which you want to add the Knowledge Graph.<\/li>\n<li>Select the <strong>Build<\/strong> tab from the top menu.<\/li>\n<li>On the left menu, select <strong>Conversational Skills <\/strong>and click <strong>Knowledge Graph<\/strong>.<\/li>\n<li>Click <strong>\u00a0Create<\/strong> against <em>&lt;Bot Name&gt;<\/em>.<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617115241\/KG-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27783\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617115241\/KG-1.png\" alt=\"\" width=\"1359\" height=\"623\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617115241\/KG-1.png 1359w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617115241\/KG-1-300x138.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617115241\/KG-1-1024x469.png 1024w\" sizes=\"auto, (max-width: 1359px) 100vw, 1359px\" \/><\/a><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Create_the_Graph\">Create the Graph<\/span><\/h2>\n<p>By default, the name of the bot becomes the root node of the hierarchy and you can edit this. Create the rest of the nodes below the root node.<\/p>\n<p>To create nodes, follow the below steps:<\/p>\n<ol>\n<li>Open the Knowledge Graph.<\/li>\n<li>On the top left of the Knowledge Graph window, hover over the root node.<\/li>\n<li>Click the <strong>+<\/strong> icon. A text box appears below to <strong>Add Node<\/strong>. For better performance, there is a restriction on the allowed maximum number of nodes of 20k.<\/li>\n<li>Type the name of the node in the text box and press <strong>Enter<\/strong>. A warning would be displayed in case you enter a duplicate node name, ie if a child node with the same name already exists under the parent node.<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615115740\/KG_node.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27646\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615115740\/KG_node.png\" alt=\"\" width=\"449\" height=\"242\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615115740\/KG_node.png 449w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615115740\/KG_node-300x162.png 300w\" sizes=\"auto, (max-width: 449px) 100vw, 449px\" \/><\/a><\/p>\n<div class=\"alert alert-info\"><strong>Note<\/strong>: This node becomes a child for the root node and can be referred to as a First-level node.<\/div>\n<\/li>\n<li>Repeat steps 1 to 3 to create other First-level nodes.<\/li>\n<li>After you create First-level nodes, create child nodes as follows:\n<ul>\n<li>Hover over any First-level node, and click the plus icon to create its child node.<\/li>\n<li>You can create a child node for any level node by hovering over it and clicking the <strong>+<\/strong> icon.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Build_Knowledge_Graph\">Build Knowledge Graph<\/span><\/h2>\n<p>The next step is to add Knowledge Graph Intents which can be either:<\/p>\n<ul>\n<li>FAQ &#8211; to answer user queries<\/li>\n<li>Task &#8211; execute a dialog task.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Add_FAQs\">Add FAQs<\/span><\/h3>\n<p>Using this option, you can add relevant question-answer sets to the nodes in the hierarchy. Restrict the number of FAQs to 50k over 20k nodes to avoid performance issues. As you enter these questions, pay attention to terms that you can further add to your FAQ hierarchy.<\/p>\n<p>To enter the question and answer for a selected node, follow the below steps:<\/p>\n<ol>\n<li>On the left pane of the Knowledge Graph window, click the node to which you want to add questions.<\/li>\n<li>Click <b>Add Intent <\/b>on the top-right.<\/li>\n<li>On the Intent window, under the <strong>Intent<\/strong> section, select <strong>FAQ<\/strong>.<\/li>\n<li>Optionally, enter a <strong>Display Name.<\/strong> This name\u00a0will be used for presenting the FAQ to the end-users in case of ambiguity.<\/li>\n<li>In the <b>Add Question<\/b> field, enter the question that describes the user\u2019s query.<\/li>\n<li>Optionally, if there are alternatives to the same question, add the same in the <strong>Add Alternate FAQ <\/strong>field. Repeat the step for all the alternative questions you want to add.<\/li>\n<li>You can use patterns to define the FAQs. This can be done by preceding the pattern with || (two vertical bars) in the alternate question field. The platform marks these as patterns and evaluates them accordingly (<a href=\"\/v9-0\/v9-0\/docs\/bots\/how-tos\/how-to-use-patterns-for-intents-entities\/\">see here for more on patterns<\/a>).<\/li>\n<li>For each question, you can <strong>add terms<\/strong> that will serve as tags in better identifying the question by the Knowledge Graph Engine.<\/li>\n<li>You can also add a\u00a0<strong>Reference Id<\/strong>. This field can be used to add a reference to any external content used as a source for this FAQ.<\/li>\n<\/ol>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615120833\/KG_FAQ.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27648\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615120833\/KG_FAQ.png\" alt=\"\" width=\"1366\" height=\"768\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615120833\/KG_FAQ.png 1366w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615120833\/KG_FAQ-300x169.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615120833\/KG_FAQ-1024x576.png 1024w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><\/a><\/p>\n<h4>Bot Responses<\/h4>\n<p>For the Response, you can compose a simple or complex channel-specific reply.<\/p>\n<p>You can use the editor like any other prompt editor in the platform like messages for dialog nodes, etc, <a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-builder-tool\/dialog-task\/prompt-editor\/\" target=\"_blank\" rel=\"noopener noreferrer\">refer here for more<\/a>.<\/p>\n<p>You can add channel-specific responses to questions in your Knowledge Graph. By varying the responses, you can make the language and formatting leverage the strengths of the selected channels. To add a channel-specific response, select the channel from the channels list before typing the response.<\/p>\n<p><b>Note:<\/b> We recommend you add one response for <em>All Channels<\/em> so that it can be used in the absence of a channel-specific response for a channel.<\/p>\n<p>Sometimes the responses to the FAQ are quite lengthy or may include nice-to-have information along with the primary response. To improve the readability of such responses, you can split information into multiple responses that go as separate messages one after another by clicking <strong>Add Extended Response<\/strong> on the top-right of the <strong>Bot Response<\/strong> window.<\/p>\n<p>Optionally, if there is an alternative response, click the <strong>Add Alternate Response<\/strong> to add the same. Repeat the step for all the alternative responses you want to add. At runtime, the platform will pick one response at random.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Run_a_Task\">Run a Task<\/span><\/h3>\n<p>You can link a dialog task to a Knowledge Graph Intent. It helps you to leverage the capabilities of the Knowledge Graph and dialog tasks to handle FAQs that involve complex conversations.<\/p>\n<ol>\n<li>On the Intent window, under the <strong>Intent<\/strong> section, select <strong>Task<\/strong>.<\/li>\n<li>Optionally, enter a <strong>Display Name.<\/strong> This name\u00a0will be used for presenting the FAQ to the end-users in case of ambiguity.<\/li>\n<li>Select a task from the drop-down list. You can <strong>Add Utterance<\/strong> that triggers this task.<\/li>\n<li>If multiple utterances mean the same, <strong>Add Alternate Utterance<\/strong>.<\/li>\n<li>You can also add a\u00a0<strong>Reference Id<\/strong>. This field can be used to add a reference to any external content used as a source for this FAQ.<\/li>\n<li>Click <strong>Save<\/strong>.<\/li>\n<\/ol>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615121125\/KG_FAQResponse.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27650\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615121125\/KG_FAQResponse.png\" alt=\"\" width=\"1366\" height=\"768\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615121125\/KG_FAQResponse.png 1366w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615121125\/KG_FAQResponse-300x169.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210615121125\/KG_FAQResponse-1024x576.png 1024w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Build_FAQs_from_an_Existing_Source\">Build FAQs from an Existing Source<\/span><\/h3>\n<p>Chances are the Knowledge Graph you are trying to build is huge and complex. If you have all the FAQs in one place you can use the Import or Extract process.<\/p>\n<ul>\n<li>You can use Kore.ai Knowledge Graph Generator to generate Knowledge Graph from a FAQ list and import the same to your bot. <a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-builder-tool\/knowledge-task\/generation-of-ontology\/\" target=\"_blank\" rel=\"noopener noreferrer\">See here for the steps<\/a>.<\/li>\n<li>You can use the <strong>Import<\/strong> option to import a Knowledge Graph exported from another bot. <a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-builder-tool\/knowledge-task\/importing-the-bot-ontology-from-csv-or-json\/\">See here for more<\/a>.<\/li>\n<li>You can use an existing list of Q&amp;As from <strong>Knowledge Extraction<\/strong> to populate the Questions and Responses. <a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-builder-tool\/knowledge-task\/knowledge-extraction-service\/\">See here for more<\/a>.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Traits_Synonyms_and_Stop_Words\">Traits, Synonyms, and Stop Words<\/span><\/h2>\n<p>You can improve the performance of your Knowledge Graph by adding tags, synonyms, traits, and more. <a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-builder-tool\/train-nlp-optimization\/knowledge-graph-train-nlp-optimization\/knowledge-graph\/\">Refer here<\/a> to know more.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Manage_Variable_Namespaces\">Manage Variable Namespaces<\/span><\/h2>\n<p><strong>Manage Variable Namespaces<\/strong> section (introduced in v8.0) allows you to associate the Variable Namespaces to use with this Knowledge Graph. This option is visible only when the Variable Namespace is enabled for the bot. For more information, refer to <a href=\"\/v9-0\/v9-0\/docs\/bots\/bot-settings\/bot-management\/managing-namespace\/\" target=\"_blank\" rel=\"noopener noreferrer\">Managing Namespace<\/a>.<\/p>\n<p><a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114839\/KG_namespace.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27781\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114839\/KG_namespace.png\" alt=\"\" width=\"287\" height=\"381\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114839\/KG_namespace.png 287w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114839\/KG_namespace-226x300.png 226w\" sizes=\"auto, (max-width: 287px) 100vw, 287px\" \/><\/a><\/p>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>\r\n\t<div class=\"wpb_text_column \">\r\n\t\t<div class=\"wpb_wrapper\">\r\n\t\t\t<h1><span class=\"ez-toc-section\" id=\"Update\">Update<\/span><\/h1>\n<p>Once created, there will be times when you want to make changes to the Knowledge Graph for better organization and presentation.<\/p>\n<p class=\"note\"><b>Note<\/b>: After you make any changes to the Knowledge Graph, make sure to click <b>Train <\/b>on the top-right to send the updates to the Knowledge Graph engine. If you do not train the bot, the changes are not reflected in the bot responses.<\/p>\n<p>By default, questions added to a child node are visible for all its parent nodes in the path, up to the root node. If you do not want the questions from child nodes to be seen beyond a certain parent node, click the following icon on the <strong>Questions<\/strong> pane of the selected parent.<br \/>\n<a ref=\"magnificPopup\" href=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114640\/KG_excludeChild.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-27779\" src=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114640\/KG_excludeChild.png\" alt=\"\" width=\"1366\" height=\"768\" srcset=\"https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114640\/KG_excludeChild.png 1366w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114640\/KG_excludeChild-300x169.png 300w, https:\/\/kore-wordpress.s3.us-east-2.amazonaws.com\/developer.kore.ai\/v9-0\/wp-content\/uploads\/sites\/21\/20210617114640\/KG_excludeChild-1024x576.png 1024w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><\/a><br \/>\nThe questions from all its child nodes are visible to the selected parent node and not to all its parent nodes.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Move_Question_and_Answers_Between_Nodes\">Move Question and Answers Between Nodes<\/span><\/h2>\n<p>You can move one or more question-answer sets between nodes in your Knowledge Graph.<\/p>\n<p>To move question and answers to the relevant nodes, follow the below steps:<\/p>\n<ol>\n<li>On the Knowledge Graph, click the name of the node from which you want to move the question-answer sets. The FAQs appear on the right pane.<\/li>\n<li>Identify the set of questions that you want to move to, and select the checkboxes next to them.<\/li>\n<li>Drag the questions and drop them on the relevant node. The node is highlighted and the questions appear on the right pane of the node.<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Edit_and_Delete_Terms\">Edit and Delete Terms<\/span><\/h2>\n<ol>\n<li>On the nodes hierarchy from the left pane, hover over the term\/node you want to edit.<\/li>\n<li>Click the <strong>edit<\/strong> icon. The settings window opens.<\/li>\n<li>You can change the name of the term, set the term types, add traits, add or remove synonyms, and manage context from here (<a href=\"\/v9-0\/v9-0\/docs\/bots\/nlp\/knowledge-graph\/\">see here for more<\/a>).<\/li>\n<li>To <strong>delete<\/strong> a term:\n<ol>\n<li>On the nodes hierarchy, hover over the term you want to delete.<\/li>\n<li>Click the <strong>bin<\/strong> icon.<\/li>\n<li>On the confirmation dialog box, you can find the following options:\n<ul>\n<li><strong>Delete the FAQs along with the term<\/strong> &#8211; Choosing this option deletes the term and FAQs under it.<\/li>\n<li><strong>Delete the term and move FAQs to root term<\/strong>\u00a0&#8211;<br \/>\nChoosing this option deletes the term and move the FAQs under it to the root term.<br \/>\n<b>Note<\/b>: If the term has child nodes, all those nodes will be deleted.<\/li>\n<\/ul>\n<\/li>\n<li>If your bot is already published, you must train the bot for the deletions to be effective.\n<ul>\n<li>If you have deleted the first level term you can selectively train to remove the deleted terms from the published copy.<\/li>\n<li>If you have deleted, say, the nth level child term, then you need to select the entire parent term for training.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Edit_Questions_and_Responses\">Edit Questions and Responses<\/span><\/h2>\n<ol>\n<li>From the nodes hierarchy, select the relevant term.<\/li>\n<li>Questions associated with the term appear on the right pane.<\/li>\n<li>Hover over the question to edit and click the <strong>edit<\/strong> icon.<\/li>\n<li>Make changes to the question or response and click <b>Save<\/b>.<\/li>\n<li>You can delete the question using the <strong>bin<\/strong> icon.<\/li>\n<li>Selecting multiple questions enables you to delete them in bulk.<\/li>\n<\/ol>\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>[vc_raw_html]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[\/vc_raw_html]<div class=\"w-separator size_small with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"Kore.ai Knowledge Graph (KG) helps you turn your static FAQ text into an intelligent, personalized conversational experience. It goes beyond the usual practice of capturing FAQs in the form of flat question-answer pairs. Instead, Knowledge Graph enables you to create a hierarchical structure of key domain terms and associate them with context-specific questions and their...","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[33],"tags":[],"class_list":["post-18007","post","type-post","status-publish","format-standard","hentry","category-knowledge-task"],"_links":{"self":[{"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/posts\/18007","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/comments?post=18007"}],"version-history":[{"count":38,"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/posts\/18007\/revisions"}],"predecessor-version":[{"id":30894,"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/posts\/18007\/revisions\/30894"}],"wp:attachment":[{"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/media?parent=18007"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/categories?post=18007"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/developer.kore.ai\/v9-0\/wp-json\/wp\/v2\/tags?post=18007"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}