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klotz: vision language models* + maxsim* + document retrieval*

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1. Scaling ColPali to billions of PDFs with Vespa

   This blog post explores scaling ColPali for efficient document retrieval across large collections of PDFs using Vespa's phased retrieval and ranking pipeline, including the use of a hamming-based MaxSim similarity function.

   2024-09-23 Tags: colpali, document retrieval, vespa, maxsim, hamming distance, vlm, binary quantization, pdf, vision language models, llm by klotz

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