Host A: Welcome back to Exploring Next! Today we're looking at Building a Multimodal RAG That Responds with Text, Images, and Tables from Sources | Towards Data Science.
Host B: Yeah, this one caught our eye because Large Language Models Building a Multimodal RAG That Responds with Text, Images, and Tables from Sources Why do few chatbots return figures from source documents in their responses?
Host A: So the big idea is Partha Sarkar Nov 3, 2025 11 min read Share Photo by Steve Johnson on Unsplash Retrieval-Augmented Generation (RAG) has been one of the earliest and most successful applications of Generative AI.
Host B: What stood out to me is Yet, few chatbots return images, tables, and figures from source documents alongside textual answers.
Host A: If you're curious, give the original a read: https://towardsdatascience.com/building-a-multimodal-rag-with-text-images-tables-from-sources-in-response/.
Host B: And let us know what you try next!