SMRTR ProgrammingJun 9, 2025GitConnected

Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL

SMRTR summary

A new Multimodal RAG system combines ColPali document retriever with Qwen2-VL Vision Language Model to answer queries using visual information from documents. This AI-powered approach enables direct retrieval of relevant images and diagrams, enhancing search capabilities for tasks like furniture assembly instructions without complex OCR processing.

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