You have a document where text is printed vertically. Which model is most robust at handling "Non-standard" text orientations?
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Correct AnswerD
Both Read and Layout models use advanced OCR engines designed to handle rotated, skewed, or vertical text orientations.
Question 242
You want to see the "Integrated Logs" of your AI Project. Which tool in AI Foundry provides this?
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Correct AnswerB
The Trace and Monitoring views in AI Foundry centralize logs from the LLM, Tools, and Indexers.
Question 243
You want to monitor the "Execution History" of an indexer to see why it failed 2 hours ago. Where is this found?
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Correct AnswerC
The Indexer Status contains a detailed history of the last several runs, including error messages for individual documents.
Question 244
You are using a "Shaper Skill." What is its primary function in a complex enrichment pipeline?
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Correct AnswerB
The Shaper skill creates a structured "shape" (JSON object) that can be passed to other skills or used in a Knowledge Store.
Question 245
In a Skillset, the input for a skill is defined as "/document/pages/*/entities/*". What does the * signify?
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Correct AnswerA
The asterisk is a member-access operator that tells the skill to execute for every individual item in that array.
Question 246
What is the "Context Window" of an LLM?
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Correct AnswerD
The context window is the memory limit of the model; exceeding it causes the model to "forget" the beginning of the conversation.
Question 247
You want to measure "Fluency" in an evaluation. What are you primarily looking for?
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Correct AnswerC
Fluency measures the linguistic quality of the output, ensuring it follows grammar rules and reads naturally.
Question 248
You are building an agent that handles customer data. How should you handle "Personally Identifiable Information" (PII) before sending it to the model?
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Correct AnswerD
Redacting PII before it reaches the generative model is a key requirement for privacy and compliance (e.g., GDPR).
Question 249
Which property in the Skillset definition ensures that if a skill fails for one document, the Indexer continues processing the rest?
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Correct AnswerD
While not a single property, the Skillset and Indexer configuration must handle errors to prevent the entire batch from failing.
Question 250
You have 10 million documents and want to minimize search latency. What is the best way to scale your Azure AI Search service?
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Correct AnswerC
Partitions increase storage capacity and allow for parallelizing the search across multiple I/O units, improving speed for large datasets.
