AI RESEARCH

[P] turboquant-pro autotune: One command finds the optimal compression for your vector database [R]

r/MachineLearning

We just shipped an autotune CLI for turboquant-pro - it connects to your PostgreSQL database, samples embeddings, sweeps 12 compression configurations, and tells you exactly which one to use. bash turboquant-pro autotune \ --source "dbname=mydb user=me" \ --table chunks --column embedding \ --min-recall 0.95 10 seconds later: ``` Evaluating 12 configurations.