In this series, we dive deep into our most popular, fully-featured, and open-source RAG solution: https://aka.ms/ragchat

Do your documents contain images or charts? Our RAG solution has two different approaches to handling multimedia documents, and we'll dive into both approaches in this session. The first approach is purely during ingestion time, where it replaces media in the documents with LLM-generated descriptions. The second approach stores images of the media alongside vector embeddings of the images, and sends both text and images to a multimodal LLM for question answering.

Learn about both approaches in this session so that you can decide what to use for your app.