AI-102 Implement generative AI solutions Practice Question
You are building a chatbot for a retail company using Azure OpenAI Service. The chatbot must provide product recommendations based on customer preferences. To ensure the chatbot does not generate harmful or inappropriate responses, you need to implement a content filtering solution. What should you use?
⚠ Common exam trap
Candidates often confuse Azure AI Content Safety (a standalone moderation service) with the built-in content filtering of Azure OpenAI Service, assuming that a separate service is required for safety when the native filtering is both sufficient and more tightly integrated.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Azure OpenAI Service content filtering
Azure OpenAI Service content filtering is the correct choice because it provides built-in, configurable filters that block harmful or inappropriate content at the model level, directly within the Azure OpenAI endpoint. This ensures that the chatbot's product recommendations remain safe without requiring external services, as the filtering is applied to both input prompts and output completions based on severity levels for categories like hate, violence, and self-harm.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Azure AI Content Safety
Why it's wrong here
Azure AI Content Safety is a separate service that can be used for custom content moderation, but Azure OpenAI Service already includes built-in content filtering.
- ✓
Azure OpenAI Service content filtering
Why this is correct
Azure OpenAI Service provides built-in content filtering that can be configured to block harmful content.
- ✗
Azure AI Search
Why it's wrong here
Azure AI Search is used for indexing and search, not content filtering.
- ✗
Microsoft Purview Information Protection
Why it's wrong here
Microsoft Purview is for data governance and protection, not real-time content filtering.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.