3x Less Memory. Same Recall Quality.
HEBBS now quantizes HNSW embeddings to int8 with random rotation and two-tier reranking. At 1M memories with 1536-dim embeddings, that is the difference between 6 GB and 2 GB of RAM.
engineering performance embeddings release