Working with ANN Indexes in Python

• Building an index

• Searching an index

• CPU/GPU Interoperability

• Serializing an index

Building an index

from cuvs.neighbors import cagra

dataset = load_data()
index_params = cagra.IndexParams()

index = cagra.build_index(build_params, dataset)

Searching an index

CPU/GPU interoperability

Serializing an index