Atlas · GenAI 2026

Multimodal RAG

Multimodal RAG (slides + video + text)

conceptPeak: 2025Advanced RAGAI consensus: 1/3

Prerequisites

hardRetrieval-Augmented Generation
Multimodal RAG extends text RAG with vision/audio embeddings — you need to understand text RAG first
hardMultimodal AI
Creating and searching multimodal embeddings requires understanding how VLMs encode different modalities

LlamaIndex (2024) 'Building Multimodal RAG Pipelines' — llamaindex blog; practical guide with code examples

Anthropic Opus

Wektory ze slajdow, PDF, wideo w jednej przestrzeni. Rosnacy enterprise use case

Google Deep Think

Wektory ze slajdów, wideo i tekstu [G#49]