AI-102 Designing and Implementing a Microsoft Azure AI Solution

A company wants a generative AI assistant to answer using its private documents and include grounded references. Which pattern is suitable?

• A. Retrieval augmented generation
• B. Random sampling
• C. Image classification
• D. Batch translation

You need to detect and redact personal information from text before storing it. Which Azure AI Language capability can help?

• A. Personally identifiable information detection
• B. Key phrase extraction
• C. Text summarization
• D. Speech synthesis

A developer must prevent an Azure OpenAI deployment from exceeding an expected number of requests per minute. Which setting should be monitored?

• A. Rate limit and quota
• B. Image resolution
• C. Search indexer schedule
• D. Speech voice font

A model should return a response in a required JSON schema for downstream processing. What should the developer configure where supported?

• A. Structured outputs or JSON mode
• B. Higher temperature
• C. Image input
• D. Speech diarization

A team must evaluate a generative AI solution for groundedness, relevance and safety before release. What should be performed?

• A. An evaluation using representative test data and metrics
• B. A single prompt check only
• C. Disable content filters
• D. Increase temperature to maximum