langchain-text-splitters: 0.2.4#
Text Splitters are classes for splitting text.
Class hierarchy:
BaseDocumentTransformer --> TextSplitter --> <name>TextSplitter # Example: CharacterTextSplitter
RecursiveCharacterTextSplitter --> <name>TextSplitter
Note: MarkdownHeaderTextSplitter and **HTMLHeaderTextSplitter do not derive from TextSplitter.
Main helpers:
Document, Tokenizer, Language, LineType, HeaderType
base#
Classes
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Enum of the programming languages. |
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Interface for splitting text into chunks. |
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Splitting text to tokens using model tokenizer. |
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Tokenizer data class. |
Functions
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Split incoming text and return chunks using tokenizer. |
character#
Classes
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Splitting text that looks at characters. |
Splitting text by recursively look at characters. |
html#
Classes
Element type as typed dict. |
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Splitting HTML files based on specified headers. |
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Splitting HTML files based on specified tag and font sizes. |
json#
Classes
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konlpy#
Classes
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Splitting text using Konlpy package. |
latex#
Classes
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Attempts to split the text along Latex-formatted layout elements. |
markdown#
Classes
An experimental text splitter for handling Markdown syntax. |
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Header type as typed dict. |
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Line type as typed dict. |
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Splitting markdown files based on specified headers. |
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Attempts to split the text along Markdown-formatted headings. |
nltk#
Classes
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Splitting text using NLTK package. |
python#
Classes
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Attempts to split the text along Python syntax. |
sentence_transformers#
Classes
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Splitting text to tokens using sentence model tokenizer. |
spacy#
Classes
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Splitting text using Spacy package. |