Visual RAG: Chat with Image-Heavy Documents 🖼️
Visual Retrieval Augmented Generation (RAG) revolutionizes document interaction. Instead of struggling with text extraction, Visual RAG treats each page as an image. 🧠
How it works:
Image Conversion: Documents are converted to images.
Smart Embeddings: AI analyzes images, creating “smart” representations.
Question Answering: Ask questions in natural language, AI finds the best image, and a Vision Language Model (VLM) generates an answer.
Example: Analyze research papers with complex visuals. Visual RAG can locate specific data points and summarize findings. 🤯 It even understands memes!
Ready to explore? Check out courses and communities dedicated to RAG! 🚀
