Structure is all you need
The post Proxy-Pointer RAG: Multimodal Answers Without Multimodal Embeddings appeared first on Towards Data Science.
Proxy-Pointer RAG: Multimodal Answers Without Multimodal Embeddings
Towards Data Science / 5/1/2026
💬 OpinionIdeas & Deep AnalysisTools & Practical Usage
Key Points
- The article proposes “Proxy-Pointer RAG” to produce multimodal answers without requiring multimodal embeddings.
- It argues that simple structure—rather than specialized embedding models—is sufficient to enable multimodal behavior in a retrieval-augmented generation (RAG) setup.
- The concept is framed as an approach to simplify the pipeline while still supporting multimodal question answering.
- The piece is presented as a short idea note (“Structure is all you need”), indicating a high-level method description rather than experimental results.
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