Proxy-Pointer RAG: Multimodal Answers Without Multimodal Embeddings

Enterprise chatbots often fail to include relevant images in their answers because traditional methods struggle to connect visuals with their proper context in source documents. Techniques like image captioning and multimodal embeddings fall short because arbitrary chunking separates images from descriptions, while similarity searches retrieve visually similar but incorrect items. A novel approach called Proxy