PART 1 · MODULE 6Search everything
Multimodal RAG
Retrieval across text, images, and more
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Retrieval across text, images, and more
Regular RAG searches through text documents. Multimodal RAG can search through images, PDFs with charts, videos, and more — then use all of that context to give you a grounded answer.
MULTIMODAL RAG ARCHITECTURE
Search across all company docs — Word files, slide decks, images, and spreadsheets.
Query research papers that contain text, diagrams, and medical imaging.
Search technical manuals with diagrams, schematics, and photos.
Find products by describing them or uploading a photo of what you want.
Multimodal RAG is where AI gets truly useful for real businesses. Most company knowledge isn't neatly organized text — it's scattered across presentations, images, and documents. Multimodal RAG can handle all of it.