Use Question Answering with the Language Studio
About this guide
Scenario
In this guide you will use Language Studio to create and train a knowledge base of question and answers. Content for the knowledge base will come from an existing FAQ page from the web site of Margie’s Travel, a fictitious travel agency. You will then use Language Studio to see how it would work when used by customers.
Azure AI Language includes question answering capabilities, which you will use to create a knowledge base. Knowledge bases can be created either by entering question and answer pairs manually, or from an existing document or web page. Margie’s Travel wants to use their existing FAQ document.
The Language service’s question answering feature enables you to quickly create a knowledge base, either by entering question and answer pairs or from an existing document or web page. It can then use some built-in natural language processing capabilities to interpret questions and find appropriate answers.
Tasks and Job Skills
- Create a Language resource
- Create a new project
- Edit the knowledge base
- Train and test the knowledge base
- Deploy your project
Career Connections
The Cloudguides in this series provide a foundational understanding of Azure AI services and are valuable to anyone interested in pursuing a career in AI or expanding their knowledge in this growing field.
The skills developed in this series can help opens doors to roles like entry-level AI Engineer, Data Scientist (with AI focus), Cloud Architect (with AI focus), and Business Analyst (with AI focus).
As of January 2025, AI-focused roles in the U.S. offer competitive salaries, with AI Engineers starting at around $108K and reaching $128K after five years, Data Scientists earning between $90K–$130K initially and $123K with experience, Cloud Solutions Architects starting at $110K and rising to $160K, Business Analysts beginning at $55K and reaching $131K, while IT professionals with AI interest typically start at $80K and can earn $100K–$150K or more depending on specialization and demand. Please note that these figures are approximate, derived from online sources, and can vary based on factors such as location, industry, and company size.
