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# bert-chunker-Chinese-2
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bert-chunker-Chinese-2 （中文分段器） is a text chunker based on BertForTokenClassification to predict the start token of chunks (for use in RAG, etc), and using a sliding window it cuts documents of any size into chunks. We see it as an alternative of [semantic chunker](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/tutorials/LevelsOfTextSplitting/5_Levels_Of_Text_Splitting.ipynb), but specially, it not only works for the structured texts, but also the **unstructured and messy texts**. It is a new version of [bc-chinese](https://huggingface.co/tim1900/bert-chunker-chinese), for which we change our data labeling and train pipeline to make it more stable and useful.
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## Usage
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# bert-chunker-Chinese-2
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[GitHub](https://github.com/jackfsuia/bert-chunker/tree/main/bcc2)
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bert-chunker-Chinese-2 （中文分段器） is a text chunker based on BertForTokenClassification to predict the start token of chunks (for use in RAG, etc), and using a sliding window it cuts documents of any size into chunks. We see it as an alternative of [semantic chunker](https://github.com/FullStackRetrieval-com/RetrievalTutorials/blob/main/tutorials/LevelsOfTextSplitting/5_Levels_Of_Text_Splitting.ipynb), but specially, it not only works for the structured texts, but also the **unstructured and messy texts**. It is a new version of [bc-chinese](https://huggingface.co/tim1900/bert-chunker-chinese), for which we change our data labeling and train pipeline to make it more stable and useful.
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## Usage
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