Multimodal AI

The VLM mental model

Picking your multimodal model

OCR-free document AI

Multimodal RAG with ColPali

Voice agents — the sub-300ms loop

Long-video understanding

Cross-modal embeddings & search

Eval, hallucination & air-gapped local