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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q306-Q311):

NEW QUESTION # 306
You are developing an application that includes language translation.
The application will translate text retrieved by using a function named getTextToBeTranslated. The text can be in one of many languages. The content of the text must remain within the Americas Azure geography.
You need to develop code to translate the text to a single language.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:

You are building an application that:
* Uses Azure Translator service to translate text.
* The text comes from getTextToBeTranslated().
* The text can be in many languages.
* Requirement: the content must remain within the Americas Azure geography.
* Output: must translate text into a single language (English in this case).
* The Translator service provides region-specific endpoints.
* For Americas geography, you must use the North America (NAM) endpoint:
* https://api-nam.cognitive.microsofttranslator.com/translate
* Other options like api-apc (Asia Pacific) or api-nam.../detect are incorrect because:
* /detect is used to identify the source language, not translate.
* /transliterate is for script conversion, not translation.
* We need the /translate path.
Step 1 - Choosing the correct endpoint
* To specify the target language, you must use the to query string parameter. Example:
* ?to=en
* Options like from=en or suggestedFrom=en are not correct here, because:
* The text can be in many languages # we don't know the source language in advance.
* Translator automatically detects the source if from is not specified.
* We only need to define the target language.
Step 2 - Setting the correct query parameter
Final Code Snippet (corrected)var endpoint = "https://api-nam.cognitive.microsofttranslator.com/translate"; var apiKey = "YOUR_SUBSCRIPTION_KEY"; var text = getTextToBeTranslated(); var body = "[{'Text':'" + text + "'}]"; var client = new HttpClient(); client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", apiKey); var uri = endpoint + "?to=en"; HttpResponseMessage response; var content = new StringContent(body, Encoding.UTF8, "application/json"); response = await client.PutAsync(uri, content);
* Endpoint: https://api-nam.cognitive.microsofttranslator.com/translate
* URI: ?to=en
Correct Answer
* Translator v3.0 Reference
* Region-specific Translator endpoints
Microsoft References


NEW QUESTION # 307
You have data saved in the following format.

Which format was used?

Answer: A


NEW QUESTION # 308
You have an Azure subscription.
You need to build an app that will compare documents for semantic similarity. The solution must meet the following requirements:
* Return numeric vectors that represent the tokens of each document.
* Minimize development effort.
Which Azure OpenAI model should you use?

Answer: C

Explanation:
Analysis:
GPT-3.5 (A): A generative model; not specialized for embeddings # #
Embeddings (B): Purpose-built models (like text-embedding-ada-002) return numeric vector representations of text, ideal for similarity comparisons # # DALL-E (C): Used for image generation, not semantic similarity # # GPT-4 (D): Powerful LLM, but not efficient for embeddings tasks # # The Answer:
B). embeddings
Reference:
Azure OpenAI embeddings


NEW QUESTION # 309
You are building a retail chatbot that will use a QnA Maker service.
You upload an internal support document to train the model. The document contains the following question: "What is your warranty period?" Users report that the chatbot returns the default QnA Maker answer when they ask the following question: "How long is the warranty coverage?" The chatbot returns the correct answer when the users ask the following question: 'What is your warranty period?" Both questions should return the same answer.
You need to increase the accuracy of the chatbot responses.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order. (Choose three.)

Answer:

Explanation:

Explanation:
Step 1: Add alternative phrasing to the question and answer (QnA) pair.
Add alternate questions to an existing QnA pair to improve the likelihood of a match to a user query.
Step 2: Retrain the model.
Periodically select Save and train after making edits to avoid losing changes.
Step 3: Republish the model
Note: A knowledge base consists of question and answer (QnA) pairs. Each pair has one answer and a pair contains all the information associated with that answer.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/how-to/edit-knowledge-base


NEW QUESTION # 310
You have an Azure subscription that contains an Azure OpenAI resource named All and a user named User1 You need to ensure that User1 can perform the following actions in Azure OpenAI Studio;
* Identify resource endpoints.
* View models that are available for deployment.
* Generate text and images by using the deployed models
The solution must follow the principle of least privilege Which role should you assign to User1?

Answer: B

Explanation:
The Cognitive Services OpenAI User role grants least-privilege read/use permissions: view resource endpoints, list available models, use existing deployments in Azure OpenAI Studio (e.g., generate text and images ). It cannot create or manage deployments (that would require Cognitive Services OpenAI Contributor ), satisfying least-privilege.
References
Azure OpenAI built-in roles: OpenAI User vs OpenAI Contributor .
https://learn.microsoft.com/azure/ai-services/openai/how-to/role-based-access-control Azure RBAC for Azure AI services.
https://learn.microsoft.com/azure/ai-services/role-based-access-control?tabs=azure-portal


NEW QUESTION # 311
......

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