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

Unleash the power of visual AI to enhance your RAG system, answering questions directly from images of documents like IKEA manuals.Continue reading on Level Up Coding »


This content originally appeared on Level Up Coding - Medium and was authored by Christian Grech

Unleash the power of visual AI to enhance your RAG system, answering questions directly from images of documents like IKEA manuals.


This content originally appeared on Level Up Coding - Medium and was authored by Christian Grech


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APA

Christian Grech | Sciencx (2025-06-09T17:03:37+00:00) Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL. Retrieved from https://www.scien.cx/2025/06/09/build-your-own-multimodal-rag-image-powered-qa-with-colpali-and-qwen2-vl/

MLA
" » Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL." Christian Grech | Sciencx - Monday June 9, 2025, https://www.scien.cx/2025/06/09/build-your-own-multimodal-rag-image-powered-qa-with-colpali-and-qwen2-vl/
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Christian Grech | Sciencx Monday June 9, 2025 » Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL., viewed ,<https://www.scien.cx/2025/06/09/build-your-own-multimodal-rag-image-powered-qa-with-colpali-and-qwen2-vl/>
VANCOUVER
Christian Grech | Sciencx - » Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2025/06/09/build-your-own-multimodal-rag-image-powered-qa-with-colpali-and-qwen2-vl/
CHICAGO
" » Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL." Christian Grech | Sciencx - Accessed . https://www.scien.cx/2025/06/09/build-your-own-multimodal-rag-image-powered-qa-with-colpali-and-qwen2-vl/
IEEE
" » Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL." Christian Grech | Sciencx [Online]. Available: https://www.scien.cx/2025/06/09/build-your-own-multimodal-rag-image-powered-qa-with-colpali-and-qwen2-vl/. [Accessed: ]
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» Build Your Own Multimodal RAG: Image-Powered Q&A with ColPali and Qwen2-VL | Christian Grech | Sciencx | https://www.scien.cx/2025/06/09/build-your-own-multimodal-rag-image-powered-qa-with-colpali-and-qwen2-vl/ |

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