Delight your customers with great conversational experiences via QnABot, a generative AI chatbot

This article discusses how you can use QnABot on AWS to deploy a fully functional chatbot integrated with other AWS services to provide human agent-like conversational experiences for customers.

Specifically, the article covers:

• Solution overview of QnABot on AWS and its architecture
• Semantic question matching using an embeddings LLM model from Amazon Bedrock
• Text generation and query disambiguation using a text LLM model from Amazon Bedrock
• Generating answers from text passages or an Amazon Bedrock knowledge base
• Integrating your own data sources with Amazon Bedrock knowledge bases for retrieval-augmented generation
• Conclusion highlighting the benefits of using QnABot with Amazon Bedrock for conversational AI