Generate Slides Or Articles via Retrieval Augmented Generation with Kendra, Bedrock, and LangChain

In this Video, I demonstrate the use of Retrieval Augmented Generation to generate powerpoint presentations and articles or blogs. The technologies used include Amazon Kendra, Bedrock, Amazon Titan LLM , Confluence REST API, and LangChain. The documents or articles were first retrieved using the Atlassian Confluence API, next stored in s3, and then indexed using Amazon Kendra. For the text completion part of the Retrieval Augmented Generation System, Amazon titan LLM (specifically "amazon-titan-tg1-large") was used as the large language model.