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#