{"id":10198,"date":"2018-05-01T00:00:00","date_gmt":"2018-05-01T05:00:00","guid":{"rendered":"https:\/\/threecloud.wpengine.com\/post\/azure-cognitive-services-knowledge-apis\/"},"modified":"2022-11-30T09:13:02","modified_gmt":"2022-11-30T15:13:02","slug":"azure-cognitive-services-knowledge-apis","status":"publish","type":"post","link":"https:\/\/3cloudsolutions.com\/resources\/azure-cognitive-services-knowledge-apis\/","title":{"rendered":"Azure Cognitive Services &#8211; Knowledge APIs"},"content":{"rendered":"<p>Azure Every Day mini-series is focused on the different APIs available within Azure Cognitive Services. Today I\u2019ll focus on the Knowledge APIs, which map complex information and data in order to solve tasks such as intelligent recommendations and semantic search.<\/p>\n<p>First up is the <strong>QnA Maker AP<\/strong>I, which distills information into conversational, easy-to-navigate answers. You can use this to set up the type of interaction where you can ask a specific question, set it up against known data and it will go through and present answers that make sense. You can add this QnA API to any type of application. For example, it\u2019s not a bad plan to create a bot that gives people what they need right away, giving you the ability to add an interactive chat until the time it\u2019s necessary to speak to an actual person.<\/p>\n<p>The other knowledge API is the <strong>Custom Decision Service API<\/strong>, which is a cloud-based, contextual decision-making API that sharpens with experience. This uses reinforcement learning in a new approach for personalizing content; it responds to emerging trends in both your activity and things that you\u2019re interested in.<\/p>\n<p>This API is actually making decisions for you, using your patterns to present you with more personalized content, and it continues to try to learn more from you as time goes on to do a better job presenting personalized data for you.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/fSBOWYAM_lM\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><br \/>\nThere are many cognitive analytics projects out there; here\u2019s 3 specific examples of Microsoft projects around the knowledge services.<\/p>\n<p><strong>1. Knowledge Exploration Service<\/strong> \u2013 Allows you to interact with data that\u2019s stored in systems, such as your database. So, it\u2019s structural data with actual language ability to do things like natural language queries against a stored encyclopedia.<\/p>\n<p><strong>2. Academic Knowledge<\/strong> \u2013 Goes after academic info that Microsoft has in its academic space.<\/p>\n<p><strong>3. Entity Linking<\/strong> \u2013 Will do things to match up additional entity areas of text. For example, it may link basketball with baseball because it\u2019s a sport. So, it links these entities and bring these common things together to produce additional results to you that may be of interest.<\/p>\n<p>I encourage you to check these out, especially the QnA Maker, as it\u2019s a great way to enhance and provide better service (both internally and externally) to your customer base.<\/p>\n<p>Need further help? Our expert team and solution offerings can help your business with any Azure product or service, including Managed Services offerings. Contact us at 888-8AZURE or\u00a0 <a href=\"mailto:sales@3cloudsolutions.com\">sales@3cloudsolutions.com<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Azure Every Day mini-series is focused on the different APIs available within Azure Cognitive Services.&mldr;<\/p>\n","protected":false},"author":22,"featured_media":9584,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[260],"tags":[],"class_list":["post-10198","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ai","topics-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/posts\/10198","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/comments?post=10198"}],"version-history":[{"count":0,"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/posts\/10198\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/media\/9584"}],"wp:attachment":[{"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/media?parent=10198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/categories?post=10198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/3cloudsolutions.com\/wp-json\/wp\/v2\/tags?post=10198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}