EngineeringHow Wheeloh works.

Research and technical deep dives from the Wheeloh team. Follow shipping updates on our changelog.

Machine Learning · Vector Search · Engineering
Semantic Car Search: A Vector-Based Approach
Leveraging High-Dimensional Embeddings for Intelligent Automotive Discovery. How we indexed 22,180 vehicle models into a 1,536-dimensional vector space.
models indexed
22,180
models indexed
top-1 accuracy
84.6%
top-1 accuracy
per search
1.8 ms
per search
Théophile · November 24, 2025Read

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