AI-102 Question 289
Select 3You are tasked with creating a custom question answering solution using Azure AI Language for your company's internal knowledge base. The knowledge base contains a mix of documents, including PDFs, Word files, and Excel spreadsheets. Which steps should you take to implement this solution effectively?
- A
Use Azure Cognitive Search to index the documents and connect it to your custom question answering project.
- B
Create a custom question answering project in Azure AI Language Studio and upload the documents directly to it.
- C
Train the model by adding alternate phrasing for questions and fine-tuning it with test data.
- D
Deploy the custom question answering project to an endpoint and integrate it into a chatbot or application.
- E
Manually convert all documents to plain text format before uploading them to Azure AI Language.
Show answer and explanation
Correct answers: A, C, D
Explanation
To create a custom question answering solution, you need to index your documents using Azure Cognitive Search, which supports multiple formats like PDFs and Excel files. After creating a custom question answering project, you should train the model with alternate question phrasing and fine-tune it. Finally, deploy the solution to an endpoint for practical use, such as integrating it into a chatbot or app. Manual text conversion is not required due to Azure Cognitive Search's capabilities.
- A. Correct.
Correct: Azure Cognitive Search can index various document formats (e.g., PDFs, Word files, and Excel spreadsheets) and make them accessible to the custom question answering project.
- B. Incorrect.
Incorrect: While you can upload documents directly to Azure AI Language, this is not the most effective approach for diverse formats such as PDFs and Excel files. Azure Cognitive Search is more suitable for indexing such documents.
- C. Correct.
Correct: Training the model by adding alternate question phrasing and fine-tuning with test data is essential to improve the accuracy of the custom question answering solution.
- D. Correct.
Correct: Deploying the solution to an endpoint allows integration with chatbots or applications, enabling users to query the knowledge base.
- E. Incorrect.
Incorrect: Manual conversion to plain text is unnecessary as Azure Cognitive Search can process and index diverse document formats automatically.