// This file is autogenerated, DO NOT EDIT
// search/profile.asciidoc:1248

[source, python]
----
resp = client.indices.create(
    index="my-knn-index",
    mappings={
        "properties": {
            "my-vector": {
                "type": "dense_vector",
                "dims": 3,
                "index": True,
                "similarity": "l2_norm"
            }
        }
    },
)
print(resp)

resp1 = client.bulk(
    index="my-knn-index",
    refresh=True,
    operations=[
        {
            "index": {
                "_id": "1"
            }
        },
        {
            "my-vector": [
                1,
                5,
                -20
            ]
        },
        {
            "index": {
                "_id": "2"
            }
        },
        {
            "my-vector": [
                42,
                8,
                -15
            ]
        },
        {
            "index": {
                "_id": "3"
            }
        },
        {
            "my-vector": [
                15,
                11,
                23
            ]
        }
    ],
)
print(resp1)
----
