langchain-text-splitters: 0.3.4

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

base.Language(value[, names, module, ...])	Enum of the programming languages.
base.TextSplitter(chunk_size, chunk_overlap, ...)	Interface for splitting text into chunks.
base.TokenTextSplitter([encoding_name, ...])	Splitting text to tokens using model tokenizer.
base.Tokenizer(chunk_overlap, ...)	Tokenizer data class.

Functions

base.split_text_on_tokens(*, text, tokenizer)

Split incoming text and return chunks using tokenizer.

character

Classes

character.CharacterTextSplitter([separator, ...])	Splitting text that looks at characters.
character.RecursiveCharacterTextSplitter([...])	Splitting text by recursively look at characters.

html

Classes

html.ElementType	Element type as typed dict.
html.HTMLHeaderTextSplitter(headers_to_split_on)	Splitting HTML files based on specified headers.
html.HTMLSectionSplitter(headers_to_split_on)	Splitting HTML files based on specified tag and font sizes.
html.HTMLSemanticPreservingSplitter(...[, ...])

json

Classes

json.RecursiveJsonSplitter([max_chunk_size, ...])

Splits JSON data into smaller, structured chunks while preserving hierarchy.

konlpy

Classes

konlpy.KonlpyTextSplitter([separator])

Splitting text using Konlpy package.

latex

Classes

latex.LatexTextSplitter(**kwargs)

Attempts to split the text along Latex-formatted layout elements.

markdown

Classes

markdown.ExperimentalMarkdownSyntaxTextSplitter([...])	An experimental text splitter for handling Markdown syntax.
markdown.HeaderType	Header type as typed dict.
markdown.LineType	Line type as typed dict.
markdown.MarkdownHeaderTextSplitter(...[, ...])	Splitting markdown files based on specified headers.
markdown.MarkdownTextSplitter(**kwargs)	Attempts to split the text along Markdown-formatted headings.

nltk

Classes

nltk.NLTKTextSplitter([separator, language, ...])

Splitting text using NLTK package.

python

Classes

python.PythonCodeTextSplitter(**kwargs)

Attempts to split the text along Python syntax.

sentence_transformers

Classes

sentence_transformers.SentenceTransformersTokenTextSplitter([...])

Splitting text to tokens using sentence model tokenizer.

spacy

Classes

spacy.SpacyTextSplitter([separator, ...])

Splitting text using Spacy package.