Working with ANN Indexes in Python
==================================

- `Building an index`_
- `Searching an index`_
- `CPU/GPU Interoperability`_
- `Serializing an index`_

Building an index
-----------------

.. code-block:: python

    from cuvs.neighbors import cagra

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

    index = cagra.build(build_params, dataset)


Searching an index
------------------

.. code-block:: python

    from cuvs.neighbors import cagra

    queries = load_queries()

    search_params = cagra.SearchParams()

    index = // ... build index ...

    neighbors, distances = cagra.search(search_params, index, queries, k)