COMPASS: Steering Distributed Vector Search with Scientific Knowledge Graphs

Song Young Oh, Amal Gueroudji, Seth Ockerman +5

Vector databases use hashing to partition data across "shards," logical units for distributed execution. This placement, however, destroys semantic locality, forcing each query int…