Vamana

AiSAQ holds query-time RAM at 10 MB on a billion-vector index by moving PQ codes to SSD

DiskANN keeps product-quantized vectors for every node resident in RAM, so its footprint tracks the corpus. A paper on arxiv puts those codes on storage instead and reports millisecond-order latency at 95 percent 1-recall@1.