AI-900 Question 243
Select 3Your organization plans to implement a generative AI solution for generating personalized customer support responses using natural language processing. Which features of Azure OpenAI Service should you leverage to build this solution effectively?
- A
Access to pre-trained large language models like GPT-4
- B
Integration with Azure Cognitive Search for knowledge base enhancement
- C
Built-in tools for creating custom deep learning models from scratch
- D
Fine-tuning capabilities to adapt models to specific business needs
- E
Native support for deploying models on edge devices
Show answer and explanation
Correct answers: A, B, D
Explanation
To implement a generative AI solution for personalized customer support responses, you can leverage Azure OpenAI Service's access to pre-trained large language models (like GPT-4) for natural language understanding, fine-tune these models to align with your business needs, and integrate them with Azure Cognitive Search to retrieve relevant knowledge base information. These features collectively enable the creation of context-aware, high-quality responses.
- A. Correct.
Azure OpenAI Service provides access to pre-trained large language models such as GPT-4, which are foundational for building generative AI workloads like personalized responses.
- B. Correct.
Integration with Azure Cognitive Search allows the generative AI model to retrieve relevant knowledge base information, enhancing the quality and relevance of generated responses.
- C. Incorrect.
Azure OpenAI Service does not provide tools for building custom deep learning models from scratch; instead, it focuses on leveraging and fine-tuning existing pre-trained models.
- D. Correct.
Fine-tuning capabilities allow you to adapt pre-trained models like GPT-4 to specific business needs, ensuring the generated responses align with your organizational context.
- E. Incorrect.
Azure OpenAI Service currently does not natively support deployment of models on edge devices; it primarily operates in the cloud environment.