AI-102 Question 20
Single answerYou are tasked with building a generative AI solution that can create realistic text-based content for customer support chatbots. The solution should leverage pre-trained models to avoid building models from scratch and must allow fine-tuning for domain-specific knowledge. Which Azure service should you use?
- A
Azure OpenAI Service
- B
Azure Cognitive Search
- C
Azure Machine Learning
- D
Azure Bot Service
Show answer and explanation
Correct answer: A
Explanation
Azure OpenAI Service is the most suitable option for implementing generative AI solutions involving text-based content. It provides access to advanced pre-trained models like GPT, which can be fine-tuned for specific use cases, making it ideal for creating realistic and domain-specific chatbot responses. Other services like Azure Cognitive Search and Azure Bot Service fulfill different roles and do not meet the requirements of this scenario.
- A. Correct.
Azure OpenAI Service is the correct choice as it provides access to pre-trained generative AI models like GPT, supports fine-tuning, and is specifically designed for creating text-based content.
- B. Incorrect.
Azure Cognitive Search is primarily used for indexing and searching structured and unstructured data and is not intended for generative AI tasks.
- C. Incorrect.
Azure Machine Learning is a platform for building, training, and deploying custom machine learning models but does not provide pre-trained generative AI models like Azure OpenAI Service.
- D. Incorrect.
Azure Bot Service is used to design and deploy conversational bots but does not include generative AI capabilities for creating content.