Multimodal RAG (2026)

Build retrieval-augmented generation systems that handle images, text, and mixed content.

Overview

• Image + text retrieval (product search, documentation)
• Cross-modal search (text query -> image results)
• Multimodal document processing (PDFs with charts)
• Visual question answering with context
• Image similarity and deduplication
• Hybrid search pipelines

Architecture Approaches