AI-102 Question 488
Select 2You are designing a solution that uses an Azure OpenAI model to answer customer support queries. Your organization has proprietary data that you want the model to reference without retraining it. Which steps should you take to achieve this?
- A
Use Azure Cognitive Search to index your proprietary data and link it to the Azure OpenAI model.
- B
Fine-tune the Azure OpenAI model by uploading your proprietary data as training files.
- C
Enable the OpenAI model to query an external knowledge base containing your proprietary data in real-time.
- D
Configure Azure Blob Storage to store your proprietary data and connect it as an external data source to the Azure OpenAI model.
- E
Use the Azure OpenAI model's built-in settings to directly upload and process your proprietary data.
Show answer and explanation
Correct answers: A, C
Explanation
To use proprietary data with the Azure OpenAI model without retraining, you can leverage Azure Cognitive Search to index the data and make it queryable. Alternatively, you can configure the OpenAI model to query an external knowledge base containing the data. These approaches allow the model to provide responses grounded in your proprietary data without modifying the model itself.
- A. Correct.
Azure Cognitive Search enables you to index and structure your proprietary data, making it accessible for the Azure OpenAI model to query and provide grounded responses.
- B. Incorrect.
Fine-tuning the model involves retraining it, which is not necessary in this scenario as the requirement is to use the proprietary data without retraining.
- C. Correct.
Enabling the Azure OpenAI model to query an external knowledge base allows it to use the proprietary data in real-time without modifying the model itself.
- D. Incorrect.
Azure Blob Storage is a great option for storing data but does not inherently connect with the Azure OpenAI model for direct querying.
- E. Incorrect.
The Azure OpenAI model does not have built-in settings to directly upload proprietary data for processing without additional tools or configurations.