{"id":137,"date":"2024-10-16T23:52:40","date_gmt":"2024-10-16T23:52:40","guid":{"rendered":"https:\/\/aiconsultantservices.org\/?page_id=137"},"modified":"2025-04-26T03:05:04","modified_gmt":"2025-04-26T03:05:04","slug":"using-a-i-in-the-real-world","status":"publish","type":"page","link":"https:\/\/aiconsultantservices.org\/index.php\/using-a-i-in-the-real-world\/","title":{"rendered":"Use Case Center"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"137\" class=\"elementor elementor-137\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-952eab4 e-flex e-con-boxed e-con e-parent\" data-id=\"952eab4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-75f3cb5 e-flex e-con-boxed e-con e-child\" data-id=\"75f3cb5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed7e294 eael-dual-header-content-align-center elementor-widget elementor-widget-eael-dual-color-header\" data-id=\"ed7e294\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"eael-dual-color-header.default\">\n\t\t\t\t\t\t\t\t<div class=\"eael-dual-header\">\n\t\t\t\t<h2 class=\"title eael-dch-title\"><span class=\"eael-dch-title-text eael-dch-title-lead lead solid-color\">Artificial Intelligence<\/span> <span class=\"eael-dch-title-text\">Play Ground<\/span><\/h2>\t\t\t\t\t<span class=\"subtext\"><h5><strong>JUST some ways we can use Artificial Intelligence (AI).<\/strong><\/h5><\/span>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e0bee26 e-flex e-con-boxed e-con e-child\" data-id=\"e0bee26\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-70a978d elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"70a978d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e81895e e-con-full e-flex e-con e-parent\" data-id=\"e81895e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-df1d438 e-grid e-con-boxed e-con e-child\" data-id=\"df1d438\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7450624 elementor-widget elementor-widget-image\" data-id=\"7450624\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.ibm.com\/think\/topics\/retrieval-augmented-generation\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"410\" src=\"https:\/\/aiconsultantservices.org\/wp-content\/uploads\/2025\/04\/3447c6267b5ea0541ea0710b419535f8403244bef88ac57426f81d316f0eff2b-500x410.png\" class=\"attachment-meafe-featured-page size-meafe-featured-page wp-image-315\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edf6817 elementor-widget elementor-widget-image\" data-id=\"edf6817\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.ibm.com\/think\/topics\/retrieval-augmented-generation\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"500\" height=\"410\" src=\"https:\/\/aiconsultantservices.org\/wp-content\/uploads\/2025\/04\/6f57e85ec3a0024b7518021f6d9ad7cde9863187aad4cf5d97d1cb16d9487782-500x410.png\" class=\"attachment-meafe-featured-page size-meafe-featured-page wp-image-314\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f07a5c6 elementor-widget elementor-widget-image\" data-id=\"f07a5c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"500\" height=\"410\" src=\"https:\/\/aiconsultantservices.org\/wp-content\/uploads\/2025\/04\/7a8e357479d1299df57ee191cabbad4b537ea98f4f5ddf6e0b9815a3736bd33e-500x410.png\" class=\"attachment-meafe-featured-page size-meafe-featured-page wp-image-313\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-caf242d elementor-widget elementor-widget-image\" data-id=\"caf242d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"410\" src=\"https:\/\/aiconsultantservices.org\/wp-content\/uploads\/2025\/04\/5fc78bbafefa8a2e41a9263453225df4fadb27e992c7577e30b0613226342205-500x410.png\" class=\"attachment-meafe-featured-page size-meafe-featured-page wp-image-312\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-423d267 elementor-widget elementor-widget-image\" data-id=\"423d267\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"410\" src=\"https:\/\/aiconsultantservices.org\/wp-content\/uploads\/2025\/04\/0910fa5b01f6017c8f7d97825e58a6b063fde611f7e184cf94d4316d5f0ee1b8-500x410.png\" class=\"attachment-meafe-featured-page size-meafe-featured-page wp-image-311\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc57130 elementor-widget elementor-widget-image\" data-id=\"cc57130\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"410\" src=\"https:\/\/aiconsultantservices.org\/wp-content\/uploads\/2025\/04\/e119c712311940ef5a0da34bcd51f5d4cedbe52ca3ac7b2f8719f7fc6df508ce-1-500x410.png\" class=\"attachment-meafe-featured-page 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class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Example<\/h3><p class=\"elementor-image-box-description\">Some other use cases for combining RAG and YOLO include:  \n1. Visual Perception (YOLO): The robot uses YOLO (You Only Look Once), a quick object detection system, to analyze video from its camera. YOLO swiftly identifies and labels items in view, such as people, furniture, obstacles, or specific tools and products.  \n2. Contextual Understanding (RAG): The identified objects trigger a Retrieval Augmented Generation (RAG) system. RAG pulls information from a knowledge base regarding the objects, their features, and interaction methods. This could include:  \n   - Structured Data: Information from databases about object specs, usage instructions, and safety info.  \n   - Unstructured Text: Articles, manuals, or discussions on how people interact with these objects.  \n   - Real-time Sensor Data: Extra data from the robot's sensors (like distance or temperature) to give context.  \n3. Decision Making &amp; Action: RAG uses the gathered info and the current context (like the robot's goal and surroundings) to create a response. This might include:  \n   - Navigation Instructions: If YOLO spots an obstacle, RAG might tell the robot how to navigate around it.  \n   - Interaction Commands: If YOLO sees a tool, RAG could provide steps on how to pick it up or use it.  \n4. Information Gathering: If YOLO recognizes an unfamiliar object, RAG could prompt the robot to ask a human for more information.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36d35b2 e-flex e-con-boxed e-con e-parent\" data-id=\"36d35b2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-eea8913 e-flex e-con-boxed e-con e-child\" data-id=\"eea8913\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence Play Ground JUST some ways we can use Artificial Intelligence (AI). Example Some other use cases for combining RAG and YOLO include: 1. Visual Perception (YOLO): The robot<\/p>\n<p><a href=\"https:\/\/aiconsultantservices.org\/index.php\/using-a-i-in-the-real-world\/\" class=\"av-btn av-btn-secondary av-btn-bubble\">Continue Reading<span class=\"screen-reader-text\">Use Case Center<\/span><i class=\"fa fa-arrow-right\"><\/i><span class=\"bubble_effect\"><span class=\"circle top-left\"><\/span><span class=\"circle top-left\"><\/span><span class=\"circle top-left\"><\/span><span class=\"button effect-button\"><\/span><span class=\"circle bottom-right\"><\/span><span class=\"circle bottom-right\"><\/span><span class=\"circle bottom-right\"><\/span><\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_eb_attr":"","om_disable_all_campaigns":false,"footnotes":""},"class_list":["post-137","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_hostinger_reach_plugin_has_subscription_block":false,"_hostinger_reach_plugin_is_elementor":false,"_links":{"self":[{"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/pages\/137","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/comments?post=137"}],"version-history":[{"count":40,"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/pages\/137\/revisions"}],"predecessor-version":[{"id":358,"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/pages\/137\/revisions\/358"}],"wp:attachment":[{"href":"https:\/\/aiconsultantservices.org\/index.php\/wp-json\/wp\/v2\/media?parent=137"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}