{"id":123006,"date":"2026-04-03T02:29:49","date_gmt":"2026-04-03T02:29:49","guid":{"rendered":"https:\/\/www.dumpsbase.com\/freedumps\/?p=123006"},"modified":"2026-04-03T02:29:52","modified_gmt":"2026-04-03T02:29:52","slug":"microsoft-dp-800-dumps-v8-02-reliable-study-material-for-developing-ai-enabled-database-solutions-exam-preparation","status":"publish","type":"post","link":"https:\/\/www.dumpsbase.com\/freedumps\/microsoft-dp-800-dumps-v8-02-reliable-study-material-for-developing-ai-enabled-database-solutions-exam-preparation.html","title":{"rendered":"Microsoft DP-800 Dumps (V8.02) &#8211; Reliable Study Material for Developing AI-Enabled Database Solutions Exam Preparation"},"content":{"rendered":"\n<p>The Microsoft Certified: SQL AI Developer Associate (beta) DP-800 exam is available, which validates your ability to build AI-enabled database solutions on Microsoft SQL platforms, integrating AI features, applying T-SQL and CI\/CD practices, and delivering secure, scalable, high-performance data solutions. If you are planning to complete it, we will introduce the latest Microsoft DP-800 dumps (V8.02) from DumpsBase, a comprehensive and reliable study material, designed to help you confidently prepare. DumpsBase DP-800 exam dumps (V8.02) contain 61 questions and answers, which are structured to simplify complex topics, making it easier for learners to focus on the most important areas of the exam without feeling overwhelmed. Choose DumpsBase and start your DP-800 exam preparation today. These DP-800 exam dumps are designed to boost your confidence, enhance your readiness, and significantly increase your chances of passing the exam on your first attempt, helping you move one step closer to achieving your Microsoft certification goals.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Microsoft DP-800 free dumps are below, helping you check the materials first:<\/h2>\n\n\n<script>\n\t  window.fbAsyncInit = function() {\n\t    FB.init({\n\t      appId            : '622169541470367',\n\t      autoLogAppEvents : true,\n\t      xfbml            : true,\n\t      version          : 'v3.1'\n\t    });\n\t  };\n\t\n\t  (function(d, s, id){\n\t     var js, fjs = d.getElementsByTagName(s)[0];\n\t     if (d.getElementById(id)) {return;}\n\t     js = d.createElement(s); js.id = id;\n\t     js.src = \"https:\/\/connect.facebook.net\/en_US\/sdk.js\";\n\t     fjs.parentNode.insertBefore(js, fjs);\n\t   }(document, 'script', 'facebook-jssdk'));\n\t<\/script><script type=\"text\/javascript\" >\ndocument.addEventListener(\"DOMContentLoaded\", function(event) { \nif(!window.jQuery) alert(\"The important jQuery library is not properly loaded in your site. Your WordPress theme is probably missing the essential wp_head() call. You can switch to another theme and you will see that the plugin works fine and this notice disappears. If you are still not sure what to do you can contact us for help.\");\n});\n<\/script>  \n  \n<div  id=\"watupro_quiz\" class=\"quiz-area single-page-quiz\">\n<p id=\"submittingExam11989\" style=\"display:none;text-align:center;\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\"><\/p>\n\n<div class=\"watupro-exam-description\" id=\"description-quiz-11989\"><\/div>\n\n<form action=\"\" method=\"post\" class=\"quiz-form\" id=\"quiz-11989\"  enctype=\"multipart\/form-data\" >\n<div class='watu-question ' id='question-1' style=';'><div id='questionWrap-1'  class='   watupro-question-id-469326'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>1. <\/span>You have an Azure SQL database that contains a table named dbo.ManualChunks. dbo.HonualChunks contains product manuals <br \/>\r<br>A retrieval query already returns the top five matching chunks as nvarchar(max) text. <br \/>\r<br>You need to call an Azure OpenAI REST endpomt for chat completions. The request body must include both the user question and theretiieved chunks. <br \/>\r<br>You write the following Transact-SQL code. <br \/>\r<br><br><img decoding=\"async\" width=491 height=430 id=\"\u56fe\u7247 48\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image036-1.jpg\"><br><br \/>\r<br>What should you insert at line 22?<\/div><input type='hidden' name='question_id[]' id='qID_1' value='469326' \/><input type='hidden' id='answerType469326' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469326[]' id='answer-id-1814278' class='answer   answerof-469326 ' value='1814278'   \/><label for='answer-id-1814278' id='answer-label-1814278' class=' answer'><span>FOR XHL AUTO, TYPE, XML SCHEMA,<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469326[]' id='answer-id-1814279' class='answer   answerof-469326 ' value='1814279'   \/><label for='answer-id-1814279' id='answer-label-1814279' class=' answer'><span>FOR 3SON AUTO, IMCLUDE_MULL_VAIUES<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469326[]' id='answer-id-1814280' class='answer   answerof-469326 ' value='1814280'   \/><label for='answer-id-1814280' id='answer-label-1814280' class=' answer'><span>FOR XHL PATH, INCLUDE_NULL_VAIUES<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469326[]' id='answer-id-1814281' class='answer   answerof-469326 ' value='1814281'   \/><label for='answer-id-1814281' id='answer-label-1814281' class=' answer'><span>FOR JSON PATH, WITHOUT_ARRAY_WRAPPER<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-2' style=';'><div id='questionWrap-2'  class='   watupro-question-id-469327'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>2. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou have an Azure SQL database that contains a table named knowledgebase, knowledgebase stores human resources (HR) policy documents and contains columns named title, content, category, and embedding.<br \/>\r\n<br \/>\r\nYou have an application named App1. App1 queries two relational tables named employee_pnofiles and benefits_enrollnent that contain HR data. App1 hosts a chatbot that calls a large language model (LLM) directly.<br \/>\r\n<br \/>\r\nUsers report that the chatbot answers general HR questions correctly but provides outdated or incorrect answers when policies change. The chatbot also fails to answer questions that reference internal policy documents by title or category.<br \/>\r\n<br \/>\r\nYou need to recommend a Retrieval Augmented Generation (RAG) solution to resolve the chatbot issues.<br \/>\r\n<br \/>\r\nWhat should you recommend? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 47\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image037-1.jpg\" width=\"649\" height=\"231\" \/><\/div><input type='hidden' name='question_id[]' id='qID_2' value='469327' \/><input type='hidden' id='answerType469327' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469327[]' id='answer-id-1814282' class='answer   answerof-469327 ' value='1814282'   \/><label for='answer-id-1814282' id='answer-label-1814282' class=' answer'><span><br><img decoding=\"async\" width=649 height=76 id=\"\u56fe\u7247 46\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image038-1.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-3' style=';'><div id='questionWrap-3'  class='   watupro-question-id-469328'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>3. <\/span>You need to design a generative Al solution that uses a Microsoft SOL Server 2025 database named <br \/>\r<br>DB1 as a data source. <br \/>\r<br>The solution must generate responses that meet the following requirements: <br \/>\r<br>&#8226; Ait' grounded In the latest transactional and reference data stored in D61 <br \/>\r<br>&#8226; Do NOT require retraining or fine-tuning the language model when the data changes <br \/>\r<br>&#8226; Can include citations or references to the source data used in the response <br \/>\r<br>Which scenario is the best use case for implementing a Retrieval Augmented Generation (RAG) pattern? More than one answer choice may achieve the goal. Select the BEST answer<\/div><input type='hidden' name='question_id[]' id='qID_3' value='469328' \/><input type='hidden' id='answerType469328' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469328[]' id='answer-id-1814283' class='answer   answerof-469328 ' value='1814283'   \/><label for='answer-id-1814283' id='answer-label-1814283' class=' answer'><span>summarizing free-form user input text<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469328[]' id='answer-id-1814284' class='answer   answerof-469328 ' value='1814284'   \/><label for='answer-id-1814284' id='answer-label-1814284' class=' answer'><span>training a custom language model on historical database data<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469328[]' id='answer-id-1814285' class='answer   answerof-469328 ' value='1814285'   \/><label for='answer-id-1814285' id='answer-label-1814285' class=' answer'><span>answering user questions based on company-specific knowledge<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469328[]' id='answer-id-1814286' class='answer   answerof-469328 ' value='1814286'   \/><label for='answer-id-1814286' id='answer-label-1814286' class=' answer'><span>generating marketing slogans based on user sentiment analysis<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-4' style=';'><div id='questionWrap-4'  class='   watupro-question-id-469329'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>4. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou have an Azure Al Search service and an index named hotels that includes a vector Held named DescriptionVector.<br \/>\r\n<br \/>\r\nYou query hotels by using the Search Documents REST API.<br \/>\r\n<br \/>\r\nYou add semantic ranking to the hybrid search query and discover that some queries return fewer results than expected, and captions and answers are missing.<br \/>\r\n<br \/>\r\nYou need to complete the hybrid search request to meet the following requirements:<br \/>\r\n<br \/>\r\n\u2022 Include more documents when ranking.<br \/>\r\n<br \/>\r\n\u2022 Always include captions and answers.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 50\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image034-2.jpg\" width=\"321\" height=\"585\" \/><\/div><input type='hidden' name='question_id[]' id='qID_4' value='469329' \/><input type='hidden' id='answerType469329' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469329[]' id='answer-id-1814287' class='answer   answerof-469329 ' value='1814287'   \/><label for='answer-id-1814287' id='answer-label-1814287' class=' answer'><span><br><img decoding=\"async\" width=311 height=451 id=\"\u56fe\u7247 49\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image035-2.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-5' style=';'><div id='questionWrap-5'  class='   watupro-question-id-469330'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>5. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYour company has an ecommerce catalog in a Microsoft SQL Server 202b database named SalesDB SalesDB contains a table named products, products contains the following columns:<br \/>\r\n<br \/>\r\n\u2022 product.id (int)<br \/>\r\n<br \/>\r\n\u2022 product_name (nvarchar(200))<br \/>\r\n<br \/>\r\n\u2022 description (nvarchar(max))<br \/>\r\n<br \/>\r\n\u2022 category (nvarchar(50))<br \/>\r\n<br \/>\r\n\u2022 brand (nvarchar(W))<br \/>\r\n<br \/>\r\n\u2022 price (decimal)<br \/>\r\n<br \/>\r\n\u2022 sku (nvarchar(40))<br \/>\r\n<br \/>\r\nThe description fields ate updated dairy by a content pipeline, and price can change multiple times per day. You want customers to be able to submit natural language queries and apply structured filters for brand and price. You plan to store embeddings in a new VECTOR(1536) column and use VECTOR_SEARCH(... METRIC=\u2019 cosine' ...).<br \/>\r\n<br \/>\r\nFor each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 45\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image039-1.jpg\" width=\"649\" height=\"138\" \/><\/div><input type='hidden' name='question_id[]' id='qID_5' value='469330' \/><input type='hidden' id='answerType469330' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469330[]' id='answer-id-1814288' class='answer   answerof-469330 ' value='1814288'   \/><label for='answer-id-1814288' id='answer-label-1814288' class=' answer'><span><br><img decoding=\"async\" width=649 height=138 id=\"\u56fe\u7247 44\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image040-1.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-6' style=';'><div id='questionWrap-6'  class='   watupro-question-id-469331'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>6. <\/span>You have a Microsoft SQL Server 2025 instance that contains a database named SalesDB SalesDB supports a Retrieval Augmented Generation (RAG) pattern for internal support tickets. The SQL Server instance runs without any outbound network connectivity. <br \/>\r<br>You plan to generate embeddings inside the SQL Server instance and store them in a table for vector similarity queries. <br \/>\r<br>You need to ensure that only a database user account named AlApplicationUser can run embedding generation by using the model. <br \/>\r<br>Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_6' value='469331' \/><input type='hidden' id='answerType469331' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469331[]' id='answer-id-1814289' class='answer   answerof-469331 ' value='1814289'   \/><label for='answer-id-1814289' id='answer-label-1814289' class=' answer'><span>Grant the control permission on SalesDB to AlApplicationUser.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469331[]' id='answer-id-1814290' class='answer   answerof-469331 ' value='1814290'   \/><label for='answer-id-1814290' id='answer-label-1814290' class=' answer'><span>Create a database audit specification on SalesDB owned by AlApplicationUser.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469331[]' id='answer-id-1814291' class='answer   answerof-469331 ' value='1814291'   \/><label for='answer-id-1814291' id='answer-label-1814291' class=' answer'><span>Grant the execute permission on the external model project to AlApplicationUser.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469331[]' id='answer-id-1814292' class='answer   answerof-469331 ' value='1814292'   \/><label for='answer-id-1814292' id='answer-label-1814292' class=' answer'><span>Create an external model project by using ONNX runtime and local paths.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469331[]' id='answer-id-1814293' class='answer   answerof-469331 ' value='1814293'   \/><label for='answer-id-1814293' id='answer-label-1814293' class=' answer'><span>Create an external model project that points to a Microsoft Foundry REST endpoint.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-7' style=';'><div id='questionWrap-7'  class='   watupro-question-id-469332'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>7. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou have an Azure SQL database that contains the following tables and columns.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 57\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image027-2.jpg\" width=\"387\" height=\"225\" \/>Embeddings in the NotesEnbeddings and DescriptionEabeddings tables have been generated from values in the Description and notes columns of the Articles table by using different chunk sizes.<br \/>\r\n<br \/>\r\nYou need to perform approximate nearest neighbor (ANN) queries across both embedding tables.<br \/>\r\n<br \/>\r\nThe solution must minimize the impact of using different chunk sizes.<br \/>\r\n<br \/>\r\nWhat should you use? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 56\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image028-2.jpg\" width=\"343\" height=\"208\" \/><\/div><input type='hidden' name='question_id[]' id='qID_7' value='469332' \/><input type='hidden' id='answerType469332' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469332[]' id='answer-id-1814294' class='answer   answerof-469332 ' value='1814294'   \/><label for='answer-id-1814294' id='answer-label-1814294' class=' answer'><span><br><img decoding=\"async\" width=343 height=89 id=\"\u56fe\u7247 55\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image029-3.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-8' style=';'><div id='questionWrap-8'  class='   watupro-question-id-469333'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>8. <\/span>You have a Microsoft SQL Server 2025 instance that has a managed identity enabled. <br \/>\r<br>You have a database that contains a table named dbo.ManualChunks. dbo.ManualChunks contains product manuals. <br \/>\r<br>A retrieval query already returns the top five matching chunks as nvarchar(max) text. <br \/>\r<br>You need to call an Azure OpenAI REST endpoint for chat completions. The solution must provide the highest level of security. <br \/>\r<br>You write the following Transact-SG1 code. <br \/>\r<br><br><img decoding=\"async\" width=649 height=194 id=\"\u56fe\u7247 63\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image021-2.jpg\"><br><br \/>\r<br>What should you insert at line 02? <br \/>\r<br>A) <br \/>\r<br><br><img decoding=\"async\" width=250 height=25 id=\"\u56fe\u7247 62\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image022-2.jpg\"><br><br \/>\r<br>B) <br \/>\r<br><br><img decoding=\"async\" width=214 height=25 id=\"\u56fe\u7247 61\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image023-2.jpg\"><br><br \/>\r<br>C) <br \/>\r<br><br><img decoding=\"async\" width=208 height=26 id=\"\u56fe\u7247 60\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image024-2.jpg\"><br><br \/>\r<br>D) <br \/>\r<br><br><img decoding=\"async\" width=226 height=25 id=\"\u56fe\u7247 59\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image025-2.jpg\"><br><br \/>\r<br>E) <br \/>\r<br><br><img decoding=\"async\" width=220 height=25 id=\"\u56fe\u7247 58\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image026-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_8' value='469333' \/><input type='hidden' id='answerType469333' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469333[]' id='answer-id-1814295' class='answer   answerof-469333 ' value='1814295'   \/><label for='answer-id-1814295' id='answer-label-1814295' class=' answer'><span>Option A<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469333[]' id='answer-id-1814296' class='answer   answerof-469333 ' value='1814296'   \/><label for='answer-id-1814296' id='answer-label-1814296' class=' answer'><span>Option B<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469333[]' id='answer-id-1814297' class='answer   answerof-469333 ' value='1814297'   \/><label for='answer-id-1814297' id='answer-label-1814297' class=' answer'><span>Option C<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469333[]' id='answer-id-1814298' class='answer   answerof-469333 ' value='1814298'   \/><label for='answer-id-1814298' id='answer-label-1814298' class=' answer'><span>Option D<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469333[]' id='answer-id-1814299' class='answer   answerof-469333 ' value='1814299'   \/><label for='answer-id-1814299' id='answer-label-1814299' class=' answer'><span>Option E<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-9' style=';'><div id='questionWrap-9'  class='   watupro-question-id-469334'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>9. <\/span>Topic 1, Contoso Case Study<br \/>\r\n<br \/>\r\n<br \/>\r\nExisting Environment<br \/>\r\n<br \/>\r\nContoso has an Azure subscription in North Europe that contains the corporate infrastructure. The current infrastructure contains a Microsoft SQL Server 2017 database.<br \/>\r\n<br \/>\r\nThe database contains the following tables.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 83\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image001-4.jpg\" width=\"460\" height=\"551\" \/>The FeedbackJson column has a full-text index and stores JSON documents in the following format.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 82\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image002-3.jpg\" width=\"400\" height=\"146\" \/>The support staff at Contoso never has the unmask permission.<br \/>\r\n<br \/>\r\n<br \/>\r\nRequirements<br \/>\r\n<br \/>\r\nContoso is deploying a new Azure SQL database that will become the authoritative data store for the following;<br \/>\r\n<br \/>\r\n\u2022 Al workloads<br \/>\r\n<br \/>\r\n\u2022 Vector search<br \/>\r\n<br \/>\r\n\u2022 Modernized API access<br \/>\r\n<br \/>\r\n\u2022 Retrieval Augmented Generation (RAG) pipelines<br \/>\r\n<br \/>\r\nSometimes the ingestion pipeline fails due to malformed JSON and duplicate payloads.<br \/>\r\n<br \/>\r\nThe engineers at Contoso report that the following dashboard query runs slowly.<br \/>\r\n<br \/>\r\nSELECT VehicleTd, Lastupdatedutc, EngineStatus, BatteryHealth FROM dbo.VehicleHealthSumary where fleetld - gFleetld ORDER BV LastUpdatedUtc DESC;<br \/>\r\n<br \/>\r\nYou review the execution plan and discover that the plan shows a clustered index scan.<br \/>\r\n<br \/>\r\nvehicleincident Reports often contains details about the weather, traffic conditions, and location.<br \/>\r\n<br \/>\r\nAnalysts report that it is difficult to find similar incidents based on these details.<br \/>\r\n<br \/>\r\n<br \/>\r\nPlanned Changes<br \/>\r\n<br \/>\r\nContoso wants to modernize Fleet Intelligence Platform to support Al-powered semantic search over incident reports.<br \/>\r\n<br \/>\r\n<br \/>\r\nSecurity Requirements<br \/>\r\n<br \/>\r\nContoso identifies the following telemetry requirements:<br \/>\r\n<br \/>\r\n\u2022 Telemetry data must be stored in a partitioned table.<br \/>\r\n<br \/>\r\n\u2022 Telemetry data must provide predictable performance for ingestion and retention operations.<br \/>\r\n<br \/>\r\n\u2022 latitude, longitude, and accuracy JSON properties must be filtered by using an index seek. Contoso identifies the following maintenance data requirements:<br \/>\r\n<br \/>\r\n\u2022 Ensure that any changes to a row in the MaintenanceEvents table updates the corresponding value in the LastModif reduce column to the time of the change.<br \/>\r\n<br \/>\r\n\u2022 Avoid recursive updates.<br \/>\r\n<br \/>\r\n<br \/>\r\nAI Search, Embedding\u2019s, and Vector indexing<br \/>\r\n<br \/>\r\nThe development learn at Contoso will use Microsoft Visual Studio Code and GitHub Copilot and will retrieve live metadata from the databases.<br \/>\r\n<br \/>\r\nContoso identifies the following requirements for querying data in the FeedbackJson column of the customer-Feedback table:<br \/>\r\n<br \/>\r\n\u2022 Extract the customer feedback text from the JSON document.<br \/>\r\n<br \/>\r\n\u2022 Filter rows where the JSON text contains a keyword.<br \/>\r\n<br \/>\r\n\u2022 Calculate a fuzzy similarity score between the feedback text and a known issue description.<br \/>\r\n<br \/>\r\n\u2022 Order the results by similarity score, with the highest score first.<br \/>\r\n<br \/>\r\n<br \/>\r\nYou need to generate embeddings to resolve the issues identified by the analysts.<br \/>\r\n<br \/>\r\nWhich column should you use?<\/div><input type='hidden' name='question_id[]' id='qID_9' value='469334' \/><input type='hidden' id='answerType469334' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469334[]' id='answer-id-1814300' class='answer   answerof-469334 ' value='1814300'   \/><label for='answer-id-1814300' id='answer-label-1814300' class=' answer'><span>vehicleLocation<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469334[]' id='answer-id-1814301' class='answer   answerof-469334 ' value='1814301'   \/><label for='answer-id-1814301' id='answer-label-1814301' class=' answer'><span>incidentDescrlption<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469334[]' id='answer-id-1814302' class='answer   answerof-469334 ' value='1814302'   \/><label for='answer-id-1814302' id='answer-label-1814302' class=' answer'><span>incidentType<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469334[]' id='answer-id-1814303' class='answer   answerof-469334 ' value='1814303'   \/><label for='answer-id-1814303' id='answer-label-1814303' class=' answer'><span>SeverityScore<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-10' style=';'><div id='questionWrap-10'  class='   watupro-question-id-469335'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>10. <\/span>You have an Azure SQL database That contains a table named dbo.Products, dbo.Products contains three columns named Embedding Category, and Price. The Embedding column is defined as VECTOR(1536). <br \/>\r<br>You use Ai_GENERME_EMBEDOINGS and VECTOR_SEARCH to support semantic search and apply additional filters on two columns named Category and Price. <br \/>\r<br>You plan to change the embedding model from text-embedding-ada-002 to text-embedding-3-smalL <br \/>\r<br>Existing rows already contain embeddings in the Embedding column. <br \/>\r<br>You need to implement the model change. Applications must be able to use VECTOR_SEARCH without runtime errors. <br \/>\r<br>What should you do first?<\/div><input type='hidden' name='question_id[]' id='qID_10' value='469335' \/><input type='hidden' id='answerType469335' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469335[]' id='answer-id-1814304' class='answer   answerof-469335 ' value='1814304'   \/><label for='answer-id-1814304' id='answer-label-1814304' class=' answer'><span>Regenerate embeddings for the existing rows.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469335[]' id='answer-id-1814305' class='answer   answerof-469335 ' value='1814305'   \/><label for='answer-id-1814305' id='answer-label-1814305' class=' answer'><span>Normalize the vector lengths before storing new embeddings.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469335[]' id='answer-id-1814306' class='answer   answerof-469335 ' value='1814306'   \/><label for='answer-id-1814306' id='answer-label-1814306' class=' answer'><span>Convert the Embedding column to nvacchar(mex).<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469335[]' id='answer-id-1814307' class='answer   answerof-469335 ' value='1814307'   \/><label for='answer-id-1814307' id='answer-label-1814307' class=' answer'><span>Create a vector index on dbo.Products.Embedding.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-11' style=';'><div id='questionWrap-11'  class='   watupro-question-id-469336'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>11. <\/span>You need to recommend a solution that will resolve the ingestion pipeline failure issues. <br \/>\r<br>Which two actions should you recommend? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.<\/div><input type='hidden' name='question_id[]' id='qID_11' value='469336' \/><input type='hidden' id='answerType469336' value='checkbox'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469336[]' id='answer-id-1814308' class='answer   answerof-469336 ' value='1814308'   \/><label for='answer-id-1814308' id='answer-label-1814308' class=' answer'><span>Enable snapshot isolation on the database.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469336[]' id='answer-id-1814309' class='answer   answerof-469336 ' value='1814309'   \/><label for='answer-id-1814309' id='answer-label-1814309' class=' answer'><span>Use a trigger to automatically rewrite malformed JSO<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469336[]' id='answer-id-1814310' class='answer   answerof-469336 ' value='1814310'   \/><label for='answer-id-1814310' id='answer-label-1814310' class=' answer'><span>Add foreign key constraints on the table.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469336[]' id='answer-id-1814311' class='answer   answerof-469336 ' value='1814311'   \/><label for='answer-id-1814311' id='answer-label-1814311' class=' answer'><span>Create a unique index on a hash of the payload.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='checkbox' name='answer-469336[]' id='answer-id-1814312' class='answer   answerof-469336 ' value='1814312'   \/><label for='answer-id-1814312' id='answer-label-1814312' class=' answer'><span>Add a check constraint that validates the JSON structure.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-12' style=';'><div id='questionWrap-12'  class='   watupro-question-id-469337'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>12. <\/span>DRAG DROP<br \/>\r\n<br \/>\r\nYou need to meet the database performance requirements for maintenance data<br \/>\r\n<br \/>\r\nHow should you complete the Transact-SQL code? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 79\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image005-3.jpg\" width=\"649\" height=\"297\" \/><\/div><input type='hidden' name='question_id[]' id='qID_12' value='469337' \/><input type='hidden' id='answerType469337' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469337[]' id='answer-id-1814313' class='answer   answerof-469337 ' value='1814313'   \/><label for='answer-id-1814313' id='answer-label-1814313' class=' answer'><span><br><img decoding=\"async\" width=649 height=297 id=\"\u56fe\u7247 78\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image006-5.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-13' style=';'><div id='questionWrap-13'  class='   watupro-question-id-469338'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>13. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou have a SQL database in Microsoft Fabric named Sales BD that contains a table named dbo.Products.<br \/>\r\n<br \/>\r\nYou need to modify SalesBD to meet the following requirements:<br \/>\r\n<br \/>\r\n\u2022 Create a vector index on the appropriate column.<br \/>\r\n<br \/>\r\n\u2022 Use a supplied natural language query vector.<br \/>\r\n<br \/>\r\nHow should you complete the Transact-SQL code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 54\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image030-2.jpg\" width=\"632\" height=\"400\" \/><\/div><input type='hidden' name='question_id[]' id='qID_13' value='469338' \/><input type='hidden' id='answerType469338' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469338[]' id='answer-id-1814314' class='answer   answerof-469338 ' value='1814314'   \/><label for='answer-id-1814314' id='answer-label-1814314' class=' answer'><span><br><img decoding=\"async\" width=627 height=398 id=\"\u56fe\u7247 53\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image031-2.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-14' style=';'><div id='questionWrap-14'  class='   watupro-question-id-469339'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>14. <\/span>DRAG DROP<br \/>\r\n<br \/>\r\nYou have an Azure SQL database named DB1 that contains two tables named knowledgebase and query_cache. knowledge_base contains support articles and embeddings. query_cache contains chat questions, responses, and embeddings DB1 supports an Al-enabled chat agent.<br \/>\r\n<br \/>\r\nYou need to design a solution that meets the following requirements:<br \/>\r\n<br \/>\r\n\u2022 Serializes the retrieved rows from knowledee_base<br \/>\r\n<br \/>\r\n\u2022 Extracts the answer field from the response<br \/>\r\n<br \/>\r\n\u2022 Extracts the embeddings to store in query_cache<br \/>\r\n<br \/>\r\nYou will call the external large language model (LLM) by using the sp_irwoke_external_re standpoint stored procedure.<br \/>\r\n<br \/>\r\nWhich Transact-SGL commands should you use for each requirement? To answer, drag the appropriate commands to the correct requirements. Each command may be used once, mote than once, or not at all. You may need to drag the split bar between panes or scroll to view content. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 52\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image032-2.jpg\" width=\"650\" height=\"233\" \/><\/div><input type='hidden' name='question_id[]' id='qID_14' value='469339' \/><input type='hidden' id='answerType469339' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469339[]' id='answer-id-1814315' class='answer   answerof-469339 ' value='1814315'   \/><label for='answer-id-1814315' id='answer-label-1814315' class=' answer'><span><br><img decoding=\"async\" width=650 height=233 id=\"\u56fe\u7247 51\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image033-2.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-15' style=';'><div id='questionWrap-15'  class='   watupro-question-id-469340'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>15. <\/span>You have an Azure SQL table that contains the following data. <br \/>\r<br><br><img decoding=\"async\" width=538 height=50 id=\"\u56fe\u7247 68\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image016-2.jpg\"><br><br \/>\r<br>You need to retrieve data to be used as context for a large language model (LLM). The solution must minimize token usage. <br \/>\r<br>Which formal should you use to send the data to the LLM? <br \/>\r<br>A) <br \/>\r<br><br><img decoding=\"async\" width=298 height=182 id=\"\u56fe\u7247 67\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image017-2.jpg\"><br><br \/>\r<br>B) <br \/>\r<br><br><img decoding=\"async\" width=298 height=119 id=\"\u56fe\u7247 66\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image018-2.jpg\"><br><br \/>\r<br>C) <br \/>\r<br><br><img decoding=\"async\" width=298 height=202 id=\"\u56fe\u7247 65\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image019-2.jpg\"><br><br \/>\r<br>D) <br \/>\r<br><br><img decoding=\"async\" width=298 height=214 id=\"\u56fe\u7247 64\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image020-2.jpg\"><br><\/div><input type='hidden' name='question_id[]' id='qID_15' value='469340' \/><input type='hidden' id='answerType469340' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469340[]' id='answer-id-1814316' class='answer   answerof-469340 ' value='1814316'   \/><label for='answer-id-1814316' id='answer-label-1814316' class=' answer'><span>Option A<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469340[]' id='answer-id-1814317' class='answer   answerof-469340 ' value='1814317'   \/><label for='answer-id-1814317' id='answer-label-1814317' class=' answer'><span>Option B<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469340[]' id='answer-id-1814318' class='answer   answerof-469340 ' value='1814318'   \/><label for='answer-id-1814318' id='answer-label-1814318' class=' answer'><span>Option C<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469340[]' id='answer-id-1814319' class='answer   answerof-469340 ' value='1814319'   \/><label for='answer-id-1814319' id='answer-label-1814319' class=' answer'><span>Option D<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-16' style=';'><div id='questionWrap-16'  class='   watupro-question-id-469341'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>16. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou need to create a table in the database to store the telemetry data.<br \/>\r\n<br \/>\r\nYou have the following Transact-SQL code.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 74\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image010-2.jpg\" width=\"587\" height=\"486\" \/><img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 73\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image011-2.jpg\" width=\"649\" height=\"151\" \/><\/div><input type='hidden' name='question_id[]' id='qID_16' value='469341' \/><input type='hidden' id='answerType469341' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469341[]' id='answer-id-1814320' class='answer   answerof-469341 ' value='1814320'   \/><label for='answer-id-1814320' id='answer-label-1814320' class=' answer'><span><br><img decoding=\"async\" width=649 height=151 id=\"\u56fe\u7247 72\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image012-3.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-17' style=';'><div id='questionWrap-17'  class='   watupro-question-id-469342'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>17. <\/span>You need to recommend a solution to lesolve the slow dashboard query issue. <br \/>\r<br>What should you recommend?<\/div><input type='hidden' name='question_id[]' id='qID_17' value='469342' \/><input type='hidden' id='answerType469342' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469342[]' id='answer-id-1814321' class='answer   answerof-469342 ' value='1814321'   \/><label for='answer-id-1814321' id='answer-label-1814321' class=' answer'><span>Create a clustered index on Lastupdatedutc.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469342[]' id='answer-id-1814322' class='answer   answerof-469342 ' value='1814322'   \/><label for='answer-id-1814322' id='answer-label-1814322' class=' answer'><span>On Fleetid, create a nonclustered index that includes Lastupdatedutc. inginestatus, and BatteryHealth.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469342[]' id='answer-id-1814323' class='answer   answerof-469342 ' value='1814323'   \/><label for='answer-id-1814323' id='answer-label-1814323' class=' answer'><span>On Lastupdatedutc. create a nonclustered index that includes Fleetid.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469342[]' id='answer-id-1814324' class='answer   answerof-469342 ' value='1814324'   \/><label for='answer-id-1814324' id='answer-label-1814324' class=' answer'><span>On Fleetid, create a filtered index where lastupdatedutc &gt; DATEADD(DAV, -7, SYSuTCOATETIME()).<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-18' style=';'><div id='questionWrap-18'  class='   watupro-question-id-469343'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>18. <\/span>Vou have an Azure SQL database named SalesDB that contains a table named dbo. Articles, dbo.Articles contains two million articles with embeddmgs. The articles are updated frequently throughout the day. <br \/>\r<br>You query the embeddings by using VECTOR_SEARQi <br \/>\r<br>Users report that semantic search results do NOT reflect the updates until the following day. <br \/>\r<br>Vou need to ensure that the embeddings are updated whenever the articles change. The solution must minimize CPU usage on SalesDB <br \/>\r<br>Which embedding maintenance method should you implement?<\/div><input type='hidden' name='question_id[]' id='qID_18' value='469343' \/><input type='hidden' id='answerType469343' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469343[]' id='answer-id-1814325' class='answer   answerof-469343 ' value='1814325'   \/><label for='answer-id-1814325' id='answer-label-1814325' class=' answer'><span>Modify the query to use VECTO<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469343[]' id='answer-id-1814326' class='answer   answerof-469343 ' value='1814326'   \/><label for='answer-id-1814326' id='answer-label-1814326' class=' answer'><span>DTSTANCF instead of VECTO<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469343[]' id='answer-id-1814327' class='answer   answerof-469343 ' value='1814327'   \/><label for='answer-id-1814327' id='answer-label-1814327' class=' answer'><span>SEARCK<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469343[]' id='answer-id-1814328' class='answer   answerof-469343 ' value='1814328'   \/><label for='answer-id-1814328' id='answer-label-1814328' class=' answer'><span>enable change data capture (COC) on dbo.Articles and use an Azure Functions app to process CLX changes.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469343[]' id='answer-id-1814329' class='answer   answerof-469343 ' value='1814329'   \/><label for='answer-id-1814329' id='answer-label-1814329' class=' answer'><span>Run an hourly Transact-SQL job that regenerates embeddings for all the rows in dbo.Articles.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469343[]' id='answer-id-1814330' class='answer   answerof-469343 ' value='1814330'   \/><label for='answer-id-1814330' id='answer-label-1814330' class=' answer'><span>On dbo.Articles, create a trigger that calls AI GENERATE EMBEDOINGS for each inserted or updated row.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-19' style=';'><div id='questionWrap-19'  class='   watupro-question-id-469344'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>19. <\/span>Topic 2, Misc. Questions Types<br \/>\r\n<br \/>\r\n<br \/>\r\nDRAG DROP<br \/>\r\n<br \/>\r\nYou have an Azure SQL database named SalesDB that contains tables named Sales.Orders and Sales.OrderLines. Both tables contain sales data<br \/>\r\n<br \/>\r\nYou have a Retrieval Augmented Generation (RAG) service that queries SalesDB to retrieve order details and passes the results to a large language model (ILM) as JSON text. The following is a sample of the JSON.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 71\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image013-2.jpg\" width=\"255\" height=\"431\" \/>You need to return one 1SON document per order that includes the order header fields and an array of related order lines. The LIM must receive a single JSON array of orders, where each order contains a lines property that is a JSON array of line Items.<br \/>\r\n<br \/>\r\nWhich transact-SQL commands should you use to produce the required JSON shape from the relational tables? To answer, drag the appropriate commands to the correct operations. Each command may be used once, more than once, or not at all. Vou may need to drag the split bar between panes or scroll to view content. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 70\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image014-2.jpg\" width=\"546\" height=\"170\" \/><\/div><input type='hidden' name='question_id[]' id='qID_19' value='469344' \/><input type='hidden' id='answerType469344' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469344[]' id='answer-id-1814331' class='answer   answerof-469344 ' value='1814331'   \/><label for='answer-id-1814331' id='answer-label-1814331' class=' answer'><span><br><img decoding=\"async\" width=546 height=170 id=\"\u56fe\u7247 69\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image015-2.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-20' style=';'><div id='questionWrap-20'  class='   watupro-question-id-469345'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>20. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou are creating a table that will store customer profiles.<br \/>\r\n<br \/>\r\nYou have the following Transact-SQL code.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 77\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image007-5.jpg\" width=\"526\" height=\"420\" \/>For each of the following statements, select Yes if the statement is true. Otherwise, select No. NOTE:<br \/>\r\n<br \/>\r\nEach correct selection Is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 76\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image008-3.jpg\" width=\"649\" height=\"140\" \/><\/div><input type='hidden' name='question_id[]' id='qID_20' value='469345' \/><input type='hidden' id='answerType469345' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469345[]' id='answer-id-1814332' class='answer   answerof-469345 ' value='1814332'   \/><label for='answer-id-1814332' id='answer-label-1814332' class=' answer'><span><br><img decoding=\"async\" width=649 height=142 id=\"\u56fe\u7247 75\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image009-3.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-21' style=';'><div id='questionWrap-21'  class='   watupro-question-id-469346'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>21. <\/span>You need to enable similarity search to provide the analysts with the ability to retrieve the most relevant health summary reports. The solution must minimize latency. <br \/>\r<br>What should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_21' value='469346' \/><input type='hidden' id='answerType469346' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469346[]' id='answer-id-1814333' class='answer   answerof-469346 ' value='1814333'   \/><label for='answer-id-1814333' id='answer-label-1814333' class=' answer'><span>a computed column that manually compares vector values<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469346[]' id='answer-id-1814334' class='answer   answerof-469346 ' value='1814334'   \/><label for='answer-id-1814334' id='answer-label-1814334' class=' answer'><span>a standard nonclustered index on the Fmbeddings (vector (1536)) column<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469346[]' id='answer-id-1814335' class='answer   answerof-469346 ' value='1814335'   \/><label for='answer-id-1814335' id='answer-label-1814335' class=' answer'><span>a full-text index on the Fmbeddings (vector (1536)) column<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469346[]' id='answer-id-1814336' class='answer   answerof-469346 ' value='1814336'   \/><label for='answer-id-1814336' id='answer-label-1814336' class=' answer'><span>a vector index on the Embedding* (vector (1536)) column<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-22' style=';'><div id='questionWrap-22'  class='   watupro-question-id-469347'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>22. <\/span>You have an Azure SQL database that contains tables named dbo.ProduetDocs and dbo.ProductuocsEnbeddings. dbo.ProductOocs contains product documentation and the following columns:<br \/>\r\n<br \/>\r\n\u2022 Docld (int)<br \/>\r\n<br \/>\r\n\u2022 Title (nvdrchdr(200))<br \/>\r\n<br \/>\r\n\u2022 Body (nvarthar(max))<br \/>\r\n<br \/>\r\n\u2022 LastHodified (datetime2)<br \/>\r\n<br \/>\r\nThe documentation is edited throughout the day. dbo.ProductDocsEabeddings contains the following columns:<br \/>\r\n<br \/>\r\n\u2022 Dotid (int)<br \/>\r\n<br \/>\r\n\u2022 ChunkOrder (int)<br \/>\r\n<br \/>\r\n\u2022 ChunkText (nvarchar(aax))<br \/>\r\n<br \/>\r\n\u2022 Embedding (vector (1536))<br \/>\r\n<br \/>\r\nThe current embedding pipeline runs once per night<br \/>\r\n<br \/>\r\nVou need to ensure that embeddings are updated every time the underlying documentation content changes. The solution must NOT 'equire a nightly batch process.<br \/>\r\n<br \/>\r\nWhat should you include in the solution?<\/div><input type='hidden' name='question_id[]' id='qID_22' value='469347' \/><input type='hidden' id='answerType469347' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469347[]' id='answer-id-1814337' class='answer   answerof-469347 ' value='1814337'   \/><label for='answer-id-1814337' id='answer-label-1814337' class=' answer'><span>fixed-size chunking<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469347[]' id='answer-id-1815635' class='answer   answerof-469347 ' value='1815635'   \/><label for='answer-id-1815635' id='answer-label-1815635' class=' answer'><span>a smaller embedding model<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469347[]' id='answer-id-1815636' class='answer   answerof-469347 ' value='1815636'   \/><label for='answer-id-1815636' id='answer-label-1815636' class=' answer'><span>table triggers<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469347[]' id='answer-id-1815637' class='answer   answerof-469347 ' value='1815637'   \/><label for='answer-id-1815637' id='answer-label-1815637' class=' answer'><span>change tracking on dbo.ProductDocs<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-23' style=';'><div id='questionWrap-23'  class='   watupro-question-id-469348'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>23. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou need to meet the development requirements for the FeedbackJson column<br \/>\r\n<br \/>\r\nHow should you complete the Transact SQL query? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 81\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image003-4.jpg\" width=\"649\" height=\"745\" \/><\/div><input type='hidden' name='question_id[]' id='qID_23' value='469348' \/><input type='hidden' id='answerType469348' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469348[]' id='answer-id-1814338' class='answer   answerof-469348 ' value='1814338'   \/><label for='answer-id-1814338' id='answer-label-1814338' class=' answer'><span><br><img decoding=\"async\" width=649 height=745 id=\"\u56fe\u7247 80\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image004-3.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-24' style=';'><div id='questionWrap-24'  class='   watupro-question-id-469349'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>24. <\/span>HOTSPOT<br \/>\r\n<br \/>\r\nYou have an Azure SQL database that contains a table named stores, stores contains a column named description and a vector column named embedding.<br \/>\r\n<br \/>\r\nYou need to implement a hybrid search query that meets the following requirements:<br \/>\r\n<br \/>\r\n\u2022 Uses full-text search on description for the keyword portion<br \/>\r\n<br \/>\r\n\u2022 Returns the top 20 results based on a combined score that uses a weighted formula of 60% vector distance and 40% full-text rank<br \/>\r\n<br \/>\r\nHow should you configure the query components? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.<br \/>\r\n<br \/>\r\n<br \/>\r\n<img loading=\"lazy\" decoding=\"async\" id=\"\u56fe\u7247 43\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image041-1.jpg\" width=\"641\" height=\"276\" \/><\/div><input type='hidden' name='question_id[]' id='qID_24' value='469349' \/><input type='hidden' id='answerType469349' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469349[]' id='answer-id-1814339' class='answer   answerof-469349 ' value='1814339'   \/><label for='answer-id-1814339' id='answer-label-1814339' class=' answer'><span><br><img decoding=\"async\" width=641 height=120 id=\"\u56fe\u7247 42\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/uploads\/2026\/04\/image042-1.jpg\"><br><\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div class='watu-question ' id='question-25' style=';'><div id='questionWrap-25'  class='   watupro-question-id-469350'>\n\t\t\t<div class='question-content'><div><span class='watupro_num'>25. <\/span>You need to recommend a solution for the development team to retrieve the live metadata. The solution must meet the development requirements.<br \/>\r\n<br \/>\r\nWhat should you include in the recommendation?<\/div><input type='hidden' name='question_id[]' id='qID_25' value='469350' \/><input type='hidden' id='answerType469350' value='radio'><!-- end question-content--><\/div><div class='question-choices watupro-choices-columns '><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469350[]' id='answer-id-1814340' class='answer   answerof-469350 ' value='1814340'   \/><label for='answer-id-1814340' id='answer-label-1814340' class=' answer'><span>Export the database schema as a .dacpac file and load the schema into a GitHub Copilot context window.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469350[]' id='answer-id-1815638' class='answer   answerof-469350 ' value='1815638'   \/><label for='answer-id-1815638' id='answer-label-1815638' class=' answer'><span>Add the schema to a GitHub Copilot instruction file.<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469350[]' id='answer-id-1815639' class='answer   answerof-469350 ' value='1815639'   \/><label for='answer-id-1815639' id='answer-label-1815639' class=' answer'><span>Use an MCP server<\/span><\/label><\/div><div class='watupro-question-choice  ' dir='auto' ><input type='radio' name='answer-469350[]' id='answer-id-1815640' class='answer   answerof-469350 ' value='1815640'   \/><label for='answer-id-1815640' id='answer-label-1815640' class=' answer'><span>Include the database project in the code repository.<\/span><\/label><\/div><!-- end question-choices--><\/div><!-- end questionWrap--><\/div><\/div><div style='display:none' id='question-26'>\n\t<div class='question-content'>\n\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.dumpsbase.com\/freedumps\/wp-content\/plugins\/watupro\/img\/loading.gif\" width=\"16\" height=\"16\" alt=\"Loading...\" title=\"Loading...\" \/>&nbsp;Loading...\t<\/div>\n<\/div>\n\n<br \/>\n\t\n\t\t\t<div class=\"watupro_buttons flex \" id=\"watuPROButtons11989\" >\n\t\t  <div id=\"prev-question\" style=\"display:none;\"><input type=\"button\" value=\"&lt; 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   \t \n<\/script>\n","protected":false},"excerpt":{"rendered":"<p>The Microsoft Certified: SQL AI Developer Associate (beta) DP-800 exam is available, which validates your ability to build AI-enabled database solutions on Microsoft SQL platforms, integrating AI features, applying T-SQL and CI\/CD practices, and delivering secure, scalable, high-performance data solutions. If you are planning to complete it, we will introduce the latest Microsoft DP-800 dumps [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101,21046],"tags":[21045],"class_list":["post-123006","post","type-post","status-publish","format-standard","hentry","category-microsoft","category-microsoft-certified-sql-ai-developer","tag-dp-800"],"_links":{"self":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts\/123006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/comments?post=123006"}],"version-history":[{"count":1,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts\/123006\/revisions"}],"predecessor-version":[{"id":123007,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/posts\/123006\/revisions\/123007"}],"wp:attachment":[{"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/media?parent=123006"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/categories?post=123006"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dumpsbase.com\/freedumps\/wp-json\/wp\/v2\/tags?post=123006"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}