Vector benchmark
Milvus has a benchmark that:
- reads a single big index from S3 into a local NVMe
- the actual vector query is executed against a local SSD and returns a list of nearest neighbors
- optionally, it lets you insert both vectors and the document those vectors represent; in this case, the documents are stored in S3
- the retrieval can either return just the nearest neighbor vectors or vectors and documents