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Research note · May 11, 2026

A thoughtful post about LinkedCulture from the French museum innovation community pushe...

LinkedCulture now has a first multilingual test page: semantic search in French across more than 50,000 Getty open-access records, indexed with a multilingual embedding model.


A thoughtful post about LinkedCulture from the French museum innovation community pushed me to publish the next experiment sooner than planned.

LinkedCulture now has a first multilingual test page: semantic search in French across more than 50,000 Getty open-access records, indexed with a multilingual embedding model.

It is intentionally limited to one collection for now. That keeps the test focused: real metadata, French queries, public interface, and measurable behavior.

Multilingual test:   https://linkedculture.org/multilingual

The main LinkedCulture project remains here:   https://linkedculture.org/

That main index currently covers six museums and more than 220,000 open-access objects in a primarily English semantic search index.

The goal is not to replace museum catalogues or turn collections into chatbots. It is to test whether open-access metadata, embeddings, and vector search can support better discovery by meaning, material, symbol, mood, and visual idea.

"Open to conversations with museums, archives, libraries, researchers, and digital humanities teams working with open collections.