# Digital Collections Explorer: An Open-Source, Multimodal Viewer for Searching Digital Collections

arXiv: https://arxiv.org/abs/2507.00961 · HTML: https://mlsanity.com/paper/2507.00961/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 1 Jul 2025.

## Built on by (most cited first, 2 of 2)

- [Retrieval-Augmented Search for Large-Scale Map Collections with ColPali](https://mlsanity.com/paper/2510.25718/) (2025)
- [CultureBot: A Framework for Retrieval-Augmented Exploration of Cultural Heritage Data](https://mlsanity.com/paper/2610.16435/) (2026)

## Abstract (arXiv)

We present Digital Collections Explorer, a web-based, open-source exploratory search platform that leverages CLIP (Contrastive Language-Image Pre-training) for enhanced visual discovery of digital collections. Our Digital Collections Explorer can be installed locally and configured to run on a visual collection of interest on disk in just a few steps. Building upon recent advances in multimodal search techniques, our interface enables natural language queries and reverse image searches over digital collections with visual features. This paper describes the system's architecture, implementation, and application to various cultural heritage collections, demonstrating its potential for democratizing access to digital archives, especially those with impoverished metadata. We present case studies with maps, photographs, and PDFs extracted from web archives in order to demonstrate the flexibility of the Digital Collections Explorer, as well as its ease of use. We demonstrate that the Digital Collections Explorer scales to hundreds of thousands of images on a MacBook Pro with an M4 chip. Lastly, we host a public demo of Digital Collections Explorer.