File: 3a3adae6dbb2c0316a7d98d0a6c1d4f8.asciidoc

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python-elasticsearch 9.1.0-1
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// This file is autogenerated, DO NOT EDIT
// search/search-your-data/knn-search.asciidoc:342

[source, python]
----
resp = client.search(
    index="quantized-image-index",
    knn={
        "field": "image-vector",
        "query_vector": [
            0.1,
            -2
        ],
        "k": 15,
        "num_candidates": 100
    },
    fields=[
        "title"
    ],
    rescore={
        "window_size": 10,
        "query": {
            "rescore_query": {
                "script_score": {
                    "query": {
                        "match_all": {}
                    },
                    "script": {
                        "source": "cosineSimilarity(params.query_vector, 'image-vector') + 1.0",
                        "params": {
                            "query_vector": [
                                0.1,
                                -2
                            ]
                        }
                    }
                }
            }
        }
    },
)
print(resp)
----