Latent Scope Adds ColBERT Token-Level Mapping

enjalot · x · 2026-07-12

Latent Scope now supports generating Token-level mappings for ColBERT models for in-app exploration. Using a 50,000-entry dad joke dataset as an example, it can transform into 1.7 million Tokens for mapping and clustering.

Under the hood, the tool uses LanceDB to store independent vectors, enabling the execution of MaxSim queries and visualizing the results.

Original post →

More from Research

Research channel →