{"id":32970,"date":"2023-07-27T16:11:08","date_gmt":"2023-07-27T23:11:08","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=32970"},"modified":"2023-07-27T16:11:12","modified_gmt":"2023-07-27T23:11:12","slug":"generative-ai-report-stack-overflow-announces-overflowai","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/","title":{"rendered":"Generative AI Report: Stack Overflow Announces OverflowAI"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"250\" height=\"81\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/03\/Stack_Overflow_logo.png\" alt=\"\" class=\"wp-image-20083\" srcset=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/03\/Stack_Overflow_logo.png 250w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/03\/Stack_Overflow_logo-150x49.png 150w\" sizes=\"(max-width: 250px) 100vw, 250px\" \/><\/figure><\/div>\n\n\n<p><a href=\"https:\/\/stackoverflow.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Stack Overflow<\/a>\u00a0today showcased early previews of six new capabilities and features of its new OverflowAI offerings. Powering solutions from within both the public platform and its market-leading SaaS product,\u00a0<a href=\"https:\/\/stackoverflow.blog\/2023\/07\/06\/why-knowledge-management-is-foundational-to-ai-success\/\" target=\"_blank\" rel=\"noreferrer noopener\">Stack Overflow for Teams<\/a>, these AI\/ML solutions will offer users a series of new capabilities that will ensure they get to solutions faster within their workflow.<\/p>\n\n\n\n<p>For several months, Stack Overflow has been outlining its vision for community and AI coming together as the inevitable next phase of growth in GenAI\u2019s trajectory. Today that vision comes closer to reality as the developer community was given previews of how they will directly play a crucial role in how AI accelerates and evolves. There is no shortage of how developers can leverage AI, however, there is one core deterrent in its adoption &#8211; trust in the accuracy of AI-generated content. Stack Overflow\u2019s annual Developer Survey of 90,000 coders recently found that 77% of developers are favorable of AI tools, but only 42% trust the accuracy of those tools.<\/p>\n\n\n\n<p>Although there are currently more than a dozen new features, functions and capabilities in various stages of development across both\u00a0Stack Overflow for Teams\u00a0and the public platform, shared on the keynote stage was what users can request access to today, with limited Alphas beginning in late August 2023.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\"  id=\"_ytid_79008\"  width=\"480\" height=\"270\"  data-origwidth=\"480\" data-origheight=\"270\" src=\"https:\/\/www.youtube.com\/embed\/DM9-cYyeaDg?enablejsapi=1&#038;autoplay=0&#038;cc_load_policy=0&#038;cc_lang_pref=&#038;iv_load_policy=1&#038;loop=0&#038;modestbranding=0&#038;rel=1&#038;fs=1&#038;playsinline=0&#038;autohide=2&#038;theme=dark&#038;color=red&#038;controls=1&#038;\" class=\"__youtube_prefs__  epyt-is-override  no-lazyload\" title=\"YouTube player\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen data-no-lazy=\"1\" data-skipgform_ajax_framebjll=\"\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>Within Stack Overflow for Teams, the company\u2019s SaaS platform for developers and technologists:<\/p>\n\n\n\n<ul>\n<li><strong>OverflowAI Enterprise Knowledge Ingestion:&nbsp;<\/strong>With OverflowAI, Stack Overflow for Teams users will be able to curate and build a knowledge base in minutes by leveraging existing, accurate and trusted content. AI\/ML will create the first drafts of a tagging structure and recommend questions and answers freeing up developers to focus on adding value by curating and refining the content to validate accuracy.<\/li>\n\n\n\n<li><strong>OverflowAI Enhanced Search:<\/strong>&nbsp;Stack Overflow for Teams customers will be able to quickly find the most relevant answers and proactive learning paths, leveraging trustworthy sources such as Stack Overflow for Teams, Stack Overflow\u2019s public platform, and other places a customer stores knowledge such as Confluence and GitHub with more sources to be added over time.<\/li>\n\n\n\n<li><strong>OverflowAI Visual Studio Code Extension:&nbsp;<\/strong>Developers spend a majority of their time in an IDE and Stack Overflow is not going to break that workflow. Stack Overflow for Visual Studio Code extension will pull in validated content from both the public platform and a user\u2019s private Stack Overflow for Teams instance to provide developers with a personalized summary of how to solve problems efficiently and effectively.<\/li>\n\n\n\n<li><strong>OverflowAI Slack Integration:&nbsp;<\/strong>Stack Overflow\u2019s new StackPlusOne chatbot gathers generated solutions to the most technical challenges instantly &#8211; while you are in Slack. This new GenAI integration will provide answers to questions using all Stack Overflow community-validated sources, all while keeping a company\u2019s data private.<\/li>\n<\/ul>\n\n\n\n<p>On Stack Overflow\u2019s public platform:<\/p>\n\n\n\n<ul>\n<li><strong>OverflowAI Search:&nbsp;<\/strong>Public platform users will be able to receive instant, trustworthy and accurate solutions to problems using search and question asking powered by GenAI. Our goal is that responses generated can be attributed and cited, using the highly trusted knowledge from the more than 58 million questions and answers on Stack Overflow, with the ability to query the knowledge base further for more personalized and relevant results and follow up questions.<\/li>\n\n\n\n<li><strong>AI Community Discussions:&nbsp;<\/strong>Developers now have new dedicated resources for unbiased, technical resources and responses from experts.<strong>&nbsp;<\/strong>A dedicated GenAI Stack Exchange will serve as a place for a community that is centered around knowledge sharing for writing prompts for GenAI tools and AI\/ML more broadly. Additionally, Stack Overflow\u2019s Natural Language Processing (NLP) Collective will include a new feature called Discussions that will provide a focused space to debate technical approaches, explore implementation strategies, and share different perspectives, so that users can make more informed technical decisions.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u201cFor the last fifteen years, developers have come to Stack Overflow to get a solution to a specific problem. With the rise of Generative AI, Stack Overflow\u2019s foundation of trusted and accurate data will be central to how technology solutions are built,\u201d said Prashanth Chandrasekar, Chief Executive Officer at Stack Overflow.<strong>&nbsp;<\/strong>\u201cThere is no doubt that with widespread access to GenAI tools that code will be created more quickly and the volume is likely to explode with code completion tools and the need for trust in their output will only increase for developers. Our goal with OverflowAI is to ensure developers are not only contributing to the foundation of what GenAI is today, they are also an integral part of building its future. Developers and technologists should take pride and ownership in knowing that community is the future of AI.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p>To learn more about Stack Overflow\u2019s OverflowAI announcements for both the public platform and Stack Overflow for Teams please visit:\u00a0<a href=\"https:\/\/stackoverflow.co\/labs\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/stackoverflow.co\/labs\/<\/a><\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a href=\"http:\/\/inside-bigdata.com\/newsletter\/\" target=\"_blank\" rel=\"noreferrer noopener\">newsletter<\/a>.<\/em><\/p>\n\n\n\n<p><em>Join us on Twitter:&nbsp;<a href=\"https:\/\/twitter.com\/InsideBigData1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/twitter.com\/InsideBigData1<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on LinkedIn:&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/insidebigdata\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.linkedin.com\/company\/insidebigdata\/<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on Facebook:&nbsp;<a href=\"https:\/\/www.facebook.com\/insideBIGDATANOW\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.facebook.com\/insideBIGDATANOW<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Stack Overflow\u00a0today showcased early previews of six new capabilities and features of its new OverflowAI offerings. Powering solutions from within both the public platform and its market-leading SaaS product,\u00a0Stack Overflow for Teams, these AI\/ML solutions will offer users a series of new capabilities that will ensure they get to solutions faster within their workflow.<\/p>\n","protected":false},"author":37,"featured_media":32680,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[526,115,182,1323,180,67,268,56,1],"tags":[437,324,1245,757,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Generative AI Report: Stack Overflow Announces OverflowAI - insideBIGDATA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Generative AI Report: Stack Overflow Announces OverflowAI - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"Stack Overflow\u00a0today showcased early previews of six new capabilities and features of its new OverflowAI offerings. Powering solutions from within both the public platform and its market-leading SaaS product,\u00a0Stack Overflow for Teams, these AI\/ML solutions will offer users a series of new capabilities that will ensure they get to solutions faster within their workflow.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/\" \/>\n<meta property=\"og:site_name\" content=\"insideBIGDATA\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/insidebigdata\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T23:11:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-27T23:11:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/GenerativeAI_shutterstock_2313909647_special.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1100\" \/>\n\t<meta property=\"og:image:height\" content=\"550\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Daniel Gutierrez\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@AMULETAnalytics\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel Gutierrez\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/\",\"url\":\"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/\",\"name\":\"Generative AI Report: Stack Overflow Announces OverflowAI - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2023-07-27T23:11:08+00:00\",\"dateModified\":\"2023-07-27T23:11:12+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2540da209c83a68f4f5922848f7376ed\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2023\/07\/27\/generative-ai-report-stack-overflow-announces-overflowai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Generative AI Report: Stack Overflow Announces OverflowAI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning &amp; Machine Learning Strategies\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/insidebigdata.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2540da209c83a68f4f5922848f7376ed\",\"name\":\"Daniel Gutierrez\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"caption\":\"Daniel Gutierrez\"},\"description\":\"Daniel D. Gutierrez is a Data Scientist with Los Angeles-based AMULET Analytics, a service division of AMULET Development Corp. He's been involved with data science and Big Data long before it came in vogue, so imagine his delight when the Harvard Business Review recently deemed \\\"data scientist\\\" as the sexiest profession for the 21st century. Previously, he taught computer science and database classes at UCLA Extension for over 15 years, and authored three computer industry books on database technology. He also served as technical editor, columnist and writer at a major computer industry monthly publication for 7 years. 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Gutierrez is a Data Scientist with Los Angeles-based AMULET Analytics, a service division of AMULET Development Corp. He's been involved with data science and Big Data long before it came in vogue, so imagine his delight when the Harvard Business Review recently deemed \"data scientist\" as the sexiest profession for the 21st century. Previously, he taught computer science and database classes at UCLA Extension for over 15 years, and authored three computer industry books on database technology. He also served as technical editor, columnist and writer at a major computer industry monthly publication for 7 years. Follow his data science musings at @AMULETAnalytics.","sameAs":["http:\/\/www.insidebigdata.com","https:\/\/twitter.com\/@AMULETAnalytics"],"url":"https:\/\/insidebigdata.com\/author\/dangutierrez\/"}]}},"jetpack_featured_media_url":"https:\/\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/GenerativeAI_shutterstock_2313909647_special.jpg","jetpack_shortlink":"https:\/\/wp.me\/p9eA3j-8zM","jetpack-related-posts":[{"id":22748,"url":"https:\/\/insidebigdata.com\/2019\/06\/04\/interview-steven-mcmullen-senior-business-intelligence-manager-at-stack-overflow\/","url_meta":{"origin":32970,"position":0},"title":"Interview: Steven McMullen, Senior Business Intelligence Manager at Stack Overflow","date":"June 4, 2019","format":false,"excerpt":"I recently caught up with Steven McMullen, Senior Business Intelligence Manager at Stack Overflow, to discuss how his company tapped pre-IPO data analytics unicorn, Looker to modernize their marketing ops, acquire new leads and new customers. The business results were impressive, transforming Stack Overflow's marketing strategy for the better.","rel":"","context":"In &quot;Analytics&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2019\/06\/Steven-McMullen.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":33231,"url":"https:\/\/insidebigdata.com\/2023\/08\/28\/generative-ai-report-nutanix-simplifies-adoption-of-generative-ai-with-new-nutanix-gpt-in-a-box-solution\/","url_meta":{"origin":32970,"position":1},"title":"Generative AI Report: Nutanix Simplifies Adoption of Generative AI with New Nutanix GPT-in-a-Box Solution","date":"August 28, 2023","format":false,"excerpt":"Nutanix\u00a0(NASDAQ:\u00a0NTNX), a leader in hybrid multicloud computing, announced the Nutanix GPT-in-a-Box\u2122\u00a0solution for customers looking to jump-start their artificial intelligence (AI) and machine learning (ML) innovation, while maintaining control over their data. The new offering is a full-stack software-defined AI-ready platform, along with services to help organizations size and configure hardware\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2023\/08\/Generative_AI_shutterstock_2273007347_special.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":33654,"url":"https:\/\/insidebigdata.com\/2023\/10\/14\/three-considerations-before-adding-generative-ai-capabilities-to-your-security-stack\/","url_meta":{"origin":32970,"position":2},"title":"Three Considerations Before Adding Generative AI Capabilities to Your Security Stack\u00a0","date":"October 14, 2023","format":false,"excerpt":"In this contributed article, Ashley Leonard, president and CEO of Syxsense, reflects on some of the most pertinent issues affecting the adoption of generative AI in security. These include the question of who owns the AI output, how to conduct quality assurance to mitigate unwanted results, and companies' overall preparedness\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2023\/08\/Generative_AI_shutterstock_2273007347_special.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":34036,"url":"https:\/\/insidebigdata.com\/2023\/12\/01\/genpact-unveils-operating-playbook-for-scaling-responsible-generative-ai-projects\/","url_meta":{"origin":32970,"position":3},"title":"Genpact Unveils Operating Playbook for Scaling Responsible Generative AI Projects","date":"December 1, 2023","format":false,"excerpt":"Genpact announced an industry-first playbook:\u00a0FMOps \u2013 The Generative AI Imperative for Production. The playbook, which focuses on Foundation Model Operations (FMOps), provides practical guidelines for building solid and efficient foundations for generative AI solutions.\u00a0","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/GenerativeAI_shutterstock_2284999159_special.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":20082,"url":"https:\/\/insidebigdata.com\/2018\/03\/13\/new-stack-overflow-study-developer-attitudes-salaries-demographics\/","url_meta":{"origin":32970,"position":4},"title":"New Stack Overflow Study of Developer Attitudes, Salaries and Demographics","date":"March 13, 2018","format":false,"excerpt":"Stack Overflow, the online community for developers to learn, share their knowledge and build their careers, today released the Stack Overflow Annual Developer Survey results . With more than 100,000 responses from coders in 184 countries and dependent territories, it is the most extensive survey of the programmer workforce to\u2026","rel":"","context":"In &quot;Featured&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2018\/03\/Stack_Overflow_image_graph.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":33418,"url":"https:\/\/insidebigdata.com\/2023\/09\/19\/sambanova-unveils-new-ai-chip-the-sn40l-powering-its-full-stack-ai-platform\/","url_meta":{"origin":32970,"position":5},"title":"SambaNova Unveils New AI Chip, the SN40L, Powering its Full Stack AI Platform","date":"September 19, 2023","format":false,"excerpt":"SambaNova Systems,\u00a0makers of the\u00a0purpose-built, full stack AI platform, announced a revolutionary new chip, the SN40L. The SN40L will power SambaNova\u2019s full stack large language model (LLM) platform, the SambaNova Suite, with its revolutionary new design: on the inside it offers both dense and sparse compute, and includes both large and\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/AI_shutterstock_2287025875_special-1.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/32970"}],"collection":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/users\/37"}],"replies":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/comments?post=32970"}],"version-history":[{"count":0,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/32970\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media\/32680"}],"wp:attachment":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media?parent=32970"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/categories?post=32970"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/tags?post=32970"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}