DP-800 Q&A - in .pdf

  • DP-800 pdf
  • Exam Code: DP-800
  • Exam Name: Developing AI-Enabled Database Solutions
  • Updated: Nov 03, 2026
  • Q & A: 101 Questions and Answers
  • Convenient, easy to study.
    Printable Microsoft DP-800 PDF Format. It is an electronic file format regardless of the operating system platform.
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  • Exam Name: Developing AI-Enabled Database Solutions
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  • Updated: Nov 03, 2026
  • Q & A: 101 Questions and Answers
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DP-800 Q&A - Testing Engine

  • DP-800 Testing Engine
  • Exam Code: DP-800
  • Exam Name: Developing AI-Enabled Database Solutions
  • Updated: Nov 03, 2026
  • Q & A: 101 Questions and Answers
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Microsoft DP-800 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Secure, optimize, and deploy database solutions: This domain focuses on implementing data security measures like encryption, masking, and row-level security, optimizing query performance, managing CI
  • CD pipelines using SQL Database Projects, and integrating SQL solutions with Azure services including Data API builder and monitoring tools.
Topic 2
  • Implement AI capabilities in database solutions: This domain covers designing and managing external AI models and embeddings, implementing full-text, semantic vector, and hybrid search strategies, and building retrieval-augmented generation (RAG) solutions that connect database outputs with language models.
Topic 3
  • Design and develop database solutions: This domain covers designing and building database objects such as tables, views, functions, stored procedures, and triggers, along with writing advanced T-SQL code and leveraging AI-assisted tools like GitHub Copilot and MCP for SQL development.

Reference: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/dp-800

Microsoft Developing AI-Enabled Database Solutions Sample Questions:

Question #1

You have an Azure SQL database.
You deploy Data API builder (DAB) to Azure Container Apps by using the mcr.nicrosoft.com/azure-databases
/data-api-builder:latest image.
You have the following Container Apps secrets:
* MSSQL_COMNECTiON_STRrNG that maps to the SQL connection string
* DAB_C0HFT6_BASE64 that maps to the DAB configuration
You need to initialize the DAB configuration to read the SQL connection string.
Which command should you run?

  • A. dab init --database-type mssql --connection-string " secretref:DAB_CONFIG_BASE64 " --host-mode Production --config dab-config.json
  • B. dab init --database-type mssql --connection-string " @env( ' MSSQL_CONNECTION_STRING ' ) " -- host-mode Production --config dab-config.json
  • C. dab init --database-type mssql --connection-string " @env( ' DAB_CONFIG_BASE64 ' ) " --host-mode Production --config dab-config.json
  • D. dab init --database-type mssql --connection-string " secretref:mssql-connection-string " --host-mode Production --config dab-config.json
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

You have a Microsoft SQL Server 2025 instance that has a managed identity enabled.
You have a database that contains a table named dbo.ManualChunks. dbo.ManualChunks contains product manuals.
A retrieval query already returns the top five matching chunks as nvarchar(max) text.
You need to call an Azure OpenAI REST endpoint for chat completions. The solution must provide the highest level of security.
You write the following Transact-SG1 code.

What should you insert at line 02?

  • A.
  • B.
  • C.
  • D.
  • E.
Reveal Solution  Discussion  0

Correct Answer: E  🗳️

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Question #3

You have an Azure SQL database named SalesDB that contains tables named Sales.Orders and Sales.
OrderLines. Both tables contain sales data
You 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.

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.
Which 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.

Reveal Solution  Discussion  0

Correct Answer:


Explanation:
Serialize the order-level JSON: FOR JSON PATH
Generate a nested lines array: JSON_QUERY
Extract a single scalar value from the JSON text: JSON_VALUE
The correct mapping is based on how SQL Server and Azure SQL JSON functions are designed to shape relational data into JSON for AI and RAG scenarios.
To serialize the order-level JSON, use FOR JSON PATH. Microsoft documents that FOR JSON PATH gives you full control over the JSON output shape and formats the result as an array of JSON objects. It is the standard way to turn relational query results into the JSON structure needed by downstream consumers such as APIs and LLM-based RAG services. It also supports nested output through subqueries and aliases.
To generate a nested lines array, use JSON_QUERY. Microsoft explains that JSON_QUERY returns a JSON object or array from JSON text, and it is used when you want to preserve a JSON fragment instead of treating it as plain text. In this scenario, the nested lines property must be emitted as a proper JSON array inside each order document, so JSON_QUERY is the correct command to embed that array in the final JSON shape.
To extract a single scalar value from the JSON text, use JSON_VALUE. Microsoft explicitly states that JSON_VALUE extracts a scalar value from a JSON string, while JSON_QUERY is for objects or arrays. So whenever the requirement is to pull out one property such as an order number, currency code, or customer ID from JSON text, JSON_VALUE is the correct function.
The unused commands are not the best fit here:
OPENJSON is primarily for parsing JSON into rows and columns, not for shaping relational tables into nested output.
JSON_MODIFY is for updating JSON text, not generating the required output structure.
So the drag-and-drop answers are:
Serialize the order-level JSON # FOR JSON PATH
Generate a nested lines array # JSON_QUERY
Extract a single scalar value from the JSON text # JSON_VALUE

Question #4

You have a database named DB1. The schema is stored in a Git repository as an SDK-style SQL database project.
You have a GitHub Actions workflow that already runs dotnet build and produces a database artifact.
You need to add a deployment step that publishes the dacpac file to an Azure SQL database by using the secrets stored in GitHub repository secrets What should you include in the workflow?

  • A.
  • B.
  • C.
  • D.
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #5

You have a SQL database in Microsoft Fabric that contains a table named dbo.Orders, dbo.Orders has a clustered index, contains three years of data, and is partitioned by a column named OrderDate by month.
You need to remove all the rows for the oldest month. The solution must minimize the impact on other queries that access the data in dbo.orders.
Solution: Identify the partition number for the oldest month, and then run the following Transact-SQL statement.
TRUNCATE TABIE dbo.Orders
WITH (PARTITIONS (partition number));
Does this meet the goal?

  • A. No
  • B. Yes
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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