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Mosaic Model

Here I collected some online and offline models for text tagging.

🚀 Demo

All models usage

🧐 Features

Here're some of the project's best features:

  • Online model: Rake Based Model. 5-10 it/sec
  • Offline models: Bart based model with summarisation. 1-5 it/sec
  • API model: YandexGPT based model. 1-5 it/sec

🛠️ Installation Steps:

1. Installation

pip install mosaic-model

2. import

from mosaic-model.models.rake_based_model import TagsExtractor

3. Init tagger

tagger = TagsExtractor()

4. Get tags

tagger.extract(some_text)

Release files for mosaic-model 0.1.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for mosaic-model 0.1.4
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mosaic_model-0.1.4.tar.gz 9.8 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for mosaic-model 0.1.4
File Interpreter ABI Platform
mosaic_model-0.1.4-py3-none-any.whl Python 3 none any Details

Total release size: 27.2 kB

Release files / mosaic_model-0.1.4.tar.gz

Download URL mosaic_model-0.1.4.tar.gz
Size 9.8 kB
Tags Source
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ab84bb7398b4a3e201bc1019974f42cbc40f27194810abc9579b5004a7a9a3ba
BLAKE2b-256 checksum
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2803cb907c83ae30223bfabae71829fb2594050e932efe80ba6aeb9f223318c6
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Uploaded via poetry/1.4.2 CPython/3.9.6 Darwin/23.3.0

Release files / mosaic_model-0.1.4-py3-none-any.whl

Download URL mosaic_model-0.1.4-py3-none-any.whl
Size 17.5 kB
Tags Python 3
SHA-256 checksum
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66b2f7d6409000e088202f48e46b4ed0a7901805570716cb974983216a0dcad6
BLAKE2b-256 checksum
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31af809ada276a89bd2e9fed7ecf70f1a833b135752bff5af8fe4b912e55e303
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No
Uploaded via poetry/1.4.2 CPython/3.9.6 Darwin/23.3.0

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0.1.4 This release

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0.1.0

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