Vespa: What You See is What you Search: Visual Search in Complex PDFs [Booth: 132]
Dec 11, 2024
The AI Demo Agenda
Unlock the full potential of your complex PDFs with our innovative visual search technology. This demo showcases ColPali, a cutting-edge system that leverages Vision Language Models to directly embed entire rendered documents—including images, charts, and tables—into vector representations for retrieval. By bypassing traditional, complex preprocessing steps like OCR, text extraction, and chunking, we offer a streamlined solution that enhances retrieval quality and efficiency. Experience how visual search can revolutionize enterprise data access, making previously hidden information easily discoverable. With interpretable search results and similarity maps per token, our demo provides an intuitive and powerful tool for navigating and extracting insights from complex documents.