Intro to Vision RAG: Smarter Retrieval for Visual Content in PDFs
by Dr. Phil Winder , CEO
When: Wed Apr 30, 2025 at 16:30 UTC
About This Talk
As visual data becomes increasingly central to enterprise content, traditional retrieval-augmented generation (RAG) systems often fall short when faced with richly visual documents like PDFs filled with charts, diagrams, and infographics. Vision RAG is a cutting-edge pipeline that leverages vision models to generate image embeddings, enabling intelligent indexing and retrieval of visual content.
In this session, you’ll explore the state of the art in visual RAG, see a live demo using open-source tools like VLLM and custom Python components, and learn how to integrate this capability into your own GenAI stack. The presentation will also highlight Helix, our secure GenAI platform, showcasing how Vision RAG fits into a scalable, enterprise-ready solution.
Whether you’re building AI for knowledge management, compliance, or research, this session will expand your understanding of what’s possible when generative AI meets visual intelligence.