Build a Scalable and Up-to-Date Generative AI Chatbot with Amazon Bedrock and Confluent Cloud

What this post added

This post details the architecture and implementation of a Generative AI chatbot using Confluent Cloud and Amazon Bedrock. It showcases how Confluent's real-time event streaming capabilities and microservices architecture enable the chatbot to stay up-to-date with the latest AI advancements. Key technical components discussed include the KStream API for real-time processing, KCache for dynamic cache updates within the chatbot conversation processing microservice, and the use of Amazon Bedrock for AI model inference and prompt engineering to generate pre-approval forms. The post provides code snippets for the chatbot conversation processing and pre-approval orchestration, demonstrating the practical application of these technologies.