Phase 12: Multimodal AI
AI From Scratch/Lesson 23/~180 minutes

ColPali and Vision-Native Document RAG

Traditional RAG parses PDFs into text, splits into chunks, embeds chunks, stores vectors. Every step loses signal: OCR drops chart data, chunking breaks table rows, text embeddings ignore figures. ColPali (Faysse et al., July 2024) asked t...

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