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Update the docs path to docs.chonkie.ai
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bhavnicksm committed Nov 27, 2024
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12 changes: 6 additions & 6 deletions README.md
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[![PyPI version](https://img.shields.io/pypi/v/chonkie.svg)](https://pypi.org/project/chonkie/)
[![License](https://img.shields.io/github/license/bhavnicksm/chonkie.svg)](https://github.com/bhavnicksm/chonkie/blob/main/LICENSE)
[![Documentation](https://img.shields.io/badge/docs-DOCS.md-blue.svg)](DOCS.md)
[![Documentation](https://img.shields.io/badge/docs-chonkie.ai-blue.svg)](https://docs.chonkie.ai)
![Package size](https://img.shields.io/badge/size-9.7MB-blue)
[![Downloads](https://static.pepy.tech/badge/chonkie)](https://pepy.tech/project/chonkie)
[![GitHub stars](https://img.shields.io/github/stars/bhavnicksm/chonkie.svg)](https://github.com/bhavnicksm/chonkie/stargazers)
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[Usage](#usage) β€’
[Supported Methods](#supported-methods) β€’
[Benchmarks](#benchmarks-️) β€’
[Acknowledgements](#acknowledgements) β€’
[Documentation](https://docs.chonkie.ai) β€’
[Citation](#citation)

</div>
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pip install chonkie
```

Chonkie follows the rule to have minimal defualt installs, read the [DOCS](/DOCS.md) to know the installation for your required chunker, or simply install `all` if you don't want to think about it (not recommended).
Chonkie follows the rule to have minimal defualt installs, read the [DOCS](https://docs.chonkie.ai) to know the installation for your required chunker, or simply install `all` if you don't want to think about it (not recommended).

```bash
pip install chonkie[all]
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print(f"Tokens: {chunk.token_count}")
```

More example usages given inside the [DOCS](/DOCS.md)
More example usages given inside the [DOCS](https://docs.chonkie.ai)

# Supported Methods

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- **SemanticChunker**: Splits text into chunks based on semantic similarity.
- **SDPMChunker**: Splits text using a Semantic Double-Pass Merge approach.

More on these methods and the approaches taken inside the [DOCS](/DOCS.md)
More on these methods and the approaches taken inside the [DOCS](https://docs.chonkie.ai)

# Benchmarks πŸƒβ€β™‚οΈ

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- **Sentence Chunking:** Almost 2x faster than competitors
- **Semantic Chunking:** Up to 2.5x faster than others

Check out our detailed [benchmarks](/benchmarks/README.md) to see how Chonkie races past the competition! πŸƒβ€β™‚οΈπŸ’¨
Check out our detailed [benchmarks](https://docs.chonkie.ai/benchmarks) to see how Chonkie races past the competition! πŸƒβ€β™‚οΈπŸ’¨

# Acknowledgements

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2 changes: 1 addition & 1 deletion pyproject.toml
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[project.urls]
Homepage = "https://github.com/bhavnicksm/chonkie"

Documentation = "https://docs.chonkie.ai"
[project.optional-dependencies]
model2vec = ["model2vec>=0.1.0", "numpy>=1.23.0"]
st = ["sentence-transformers>=2.3.0", "numpy>=1.23.0"]
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