What is multimodal RAG?

RAG that indexes images, video frames, and audio alongside text — using multimodal embeddings so queries can retrieve across all modalities. Useful for enterprise knowledge bases with mixed content (product catalogues with images, videos with transcripts, screenshots in bug reports). Slower to implement than text-only RAG; wait until the use case demands it.