An Example of Real World Generative AI [video]

I know YouTube videos aren't the best format for here, but I wanted to share a demo of something we've been working on which is using GenAI in a real world business setting.

The video demonstrates RAG (connecting to ClickHouse), Knowledge Bases (querying PDFs), and interacting with an intelligent agent (AWS Bedrock) to complete both knowledge discovery and document generation. I think being able to move between these modes is a particularly powerful idea.

Tech wise, the data is stored in ClickHouse and we are using AWS Bedrock to manage the LLMs and agents, which is interfacing with Lambdas for the PDF generation.

I'd be interested in any feedback and having a discussion about how approaches like this could be used in the wild.

Link to video - https://www.youtube.com/watch?v=r8MyAxyPJsA