Multimodal RAG With Colpali, Milvus, and VLMs
SMRTR summary
A new multimodal document retrieval system combines ColPali, Milvus, and visual language models to enable Q&A on PDF contents, including text and visuals. The approach treats PDF pages as images, generates embeddings, and uses visual language models for queries, potentially improving search capabilities for complex documents with charts, tables, and images.
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