AI-900 Describe natural language processing workloads

Two designs were proposed. Design A would build conversational bots. Design B would use large language models on Azure. The team must pick the approach aligned with vendor best practices. Which choice is correct?

Multiple choice — select one answer

Answer choices

  1. a. ICMP bot (not recommended for production workloads)
  2. b. Azure AI Language + Bot Service patterns
  3. c. Azure OpenAI
  4. d. Azure OpenAI Service

Architectural breakdown & explanation

Language services power NLU for bots. Compare with Azure OpenAI Service: Azure OpenAI hosts foundation models with enterprise controls.

Correct answer(s): b. Azure AI Language + Bot Service patterns

Exam domain: Describe natural language processing workloads (20% weight on the official guide).

Official documentation & study links

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