--- title: "Not Just Text: RAG That Sees Images and Reads Tables 馃馃攳" url: https://daily.dev/posts/not-just-text-rag-that-sees-images-and-reads-tables--f87k5ob7g source_url: https://blog.gopenai.com/not-just-text-rag-that-sees-images-and-reads-tables-aa4ca0df54af type: article source: "GoPenAI" published: 2025-04-23T12:31:58.716Z updated: 2025-04-23T12:32:13.802Z tags: ["ai", "machine-learning", "gpt"] reading_time: 11 upvotes: 55 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Not Just Text: RAG That Sees Images and Reads Tables 馃馃攳 **[GoPenAI](https://daily.dev/sources/gopenai)** 路 11 min read 路 55 upvotes 路 0 comments ## Summary Retrieval-Augmented Generation (RAG) enhances the capabilities of Large Language Models (LLMs) by providing additional context for more accurate responses. This guide demonstrates building a multimodal RAG system that processes not only text but also tables and images from documents. Using the Unstructured library and GPT-4.1, it outlines parsing PDFs, summarizing content, creating embeddings, and storing vectorized data in ChromaDB. The approach aims to improve document understanding by integrating various content types, addressing accuracy, stability, and other potential risks. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don鈥檛 just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) 路 CNCF 路 0 upvotes 路 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) 路 CNCF 路 1 upvotes 路 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) 路 CNCF 路 0 upvotes 路 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#gpt](https://daily.dev/tags/gpt) [View this post on daily.dev](https://daily.dev/posts/not-just-text-rag-that-sees-images-and-reads-tables--f87k5ob7g)