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))
1 maintainer
Release files for splade4elastic 0.0.23
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| splade4elastic-0.0.23.tar.gz | 3.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| splade4elastic-0.0.23-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 7.2 kB
Release files / splade4elastic-0.0.23.tar.gz
| Download URL | splade4elastic-0.0.23.tar.gz |
|---|---|
| Size | 3.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / splade4elastic-0.0.23-py3-none-any.whl
| Download URL | splade4elastic-0.0.23-py3-none-any.whl |
|---|---|
| Size | 3.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.18
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