splade4elastic

Name	splade4elastic JSON
Version	0.0.23 JSON
	download
home_page	https://github.com/argmaxml/splade4elastic
Summary
upload_time	2023-09-27 17:38:29
maintainer
docs_url	None
author	ArgmaxML
requires_python
license
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            # Splade4Elastic

A simple query expansion wrapper for elastic search, that uses keyword custom weights derived from an HuggingFace masked-language-model transformer.

## Example usage

    from splade4elastic import SpladeRewriter
    model_name = "roberta-base"
    splader = SpladeRewriter(model_name)
    test_texts = [
        "My name is John",
        "The quick brown fox jumps over the lazy dog",
        "I like to eat apples",
    ]
    for test_text in test_texts:
        print(test_text)
        print(splader.query_expand(test_text))


            

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