Go from semi-structured content to bot in minutes
Quickly create a conversational layer over your data
QnA Maker is a cloud-based API service that lets you create a conversational question-and-answer layer over your existing data. Use it to build a knowledge base by extracting questions and answers from your semi-structured content, including FAQs, manuals, and documents. Answer users’ questions with the best answers from the QnAs in your knowledge base—automatically. Your knowledge base gets smarter, too, as it continually learns from user behavior.
Automatically extract question-answer pairs from semi-structured content, including FAQs, product manuals, guidelines, support documents, and policies.
Improve your knowledge base with suggestions for alternative questions. Add or reject them based on their relevance.
Easily create, edit, and train complex multiturn conversations in the QnA Maker portal or using REST APIs.
Create and publish a bot in Teams, Skype, or elsewhere; no code experience required. Simply upload a semi-structured document or URL.
Add personality to your bot using chit-chat
Make your bot more conversational by adding a pre-populated chit-chat dataset. Choose a persona that’s professional, witty, friendly, caring, or enthusiastic.Learn about chit-chat
Support rich data and dynamically manage content
Your QnA Maker knowledge base supports Markdown for dynamic content management. To utilize Markdown’s full capability, simply modify your content directly in the table, or upload a knowledge base that includes the rich content.
Scale to meet your business and compliance needs
QnA Maker service is a hosted model, so you can choose product tiers according to your size and throughput needs and feel secure knowing all components are within your Azure compliance boundary.
Store and deploy securely in Azure
Microsoft invests over USD 1 billion annually on cybersecurity research and development.
We employ more than 3,500 security experts completely dedicated to your data security and privacy.
Azure has more compliance certifications than any other cloud provider. View the comprehensive list.
Create a knowledge base
Include a chit-chat personality
Make your knowledge base more conversational and engaging. Add a chit-chat personality. Choose one of several personas to bring your organization’s voice to life.
Create a feedback loop
Use active learning to improve the quality of your knowledge base. Generate alternative questions based on user submissions. Review those suggestions, and add or reject them based on their relevance.
Get pricing details
See pricing for QnA Maker management services. Remember: When you create a QnA Maker resource, you host the data and runtime in your own Azure subscription. These are enabled by Azure App Service and Azure Cognitive Search. View pricing for Azure App Service and Azure Cognitive Search.
Everything you need to get started
Documentation and API references
QnA Maker documentation
"QnA Maker enabled Accenture to build corpus at speed to quickly launch an HR chatbot for 100,000-plus people. We were able to leverage QnA Maker and LUIS to build our conversation hierarchy, getting us the best of both."Sangita Agarwal, Managing Director – Human Resources Technology Platforms, Accenture
"Using Bot Service and Cognitive Services, such as Language Understanding and the Azure QnA Maker API, made it easy for our developers to put an advanced, conversational experience in the hands of our customers very fast."Antonio Guzman Sacristan, Head of Innovation, Telefonica Aura
"By using Microsoft Azure Bot Service and Cognitive Services, such as Language Understanding and QnA Maker, we've been able to continue our own Progressive journey of digital innovation, and do it in an agile, fast, and cost-effective way."Matt White, Marketing Manager – Personal Lines Acquisition Experience, Progressive Insurance
Frequently asked questions about QnA Maker
All deletions within QnA Maker are permanent, including question-and-answer pairs, files, URLs, custom questions and answers, knowledge bases, and Azure resources. Be certain to export your knowledge base from the Settings page before deleting any part of your knowledge base. Learn more
Follow the instructions in the documentation to create your bot with Azure Bot Service.
QnA Maker supports multiple languages. If you have content from multiple languages, be sure to create a separate service for each language.