File: e9a0b450af6219772631703d602c7092.asciidoc

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python-elasticsearch 9.1.0-1
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// This file is autogenerated, DO NOT EDIT
// query-dsl/text-expansion-query.asciidoc:229

[source, python]
----
resp = client.search(
    index="my-index",
    query={
        "text_expansion": {
            "ml.tokens": {
                "model_id": ".elser_model_2",
                "model_text": "How is the weather in Jamaica?",
                "pruning_config": {
                    "tokens_freq_ratio_threshold": 5,
                    "tokens_weight_threshold": 0.4,
                    "only_score_pruned_tokens": False
                }
            }
        }
    },
    rescore={
        "window_size": 100,
        "query": {
            "rescore_query": {
                "text_expansion": {
                    "ml.tokens": {
                        "model_id": ".elser_model_2",
                        "model_text": "How is the weather in Jamaica?",
                        "pruning_config": {
                            "tokens_freq_ratio_threshold": 5,
                            "tokens_weight_threshold": 0.4,
                            "only_score_pruned_tokens": True
                        }
                    }
                }
            }
        }
    },
)
print(resp)
----