Package dev.langchain4j.data.document.splitter

Class DocumentByRegexSplitter

java.lang.Object

dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

dev.langchain4j.data.document.splitter.DocumentByRegexSplitter

All Implemented Interfaces:

DocumentSplitter

public class DocumentByRegexSplitter
extends HierarchicalDocumentSplitter

Splits the provided Document into parts using the provided regex and attempts to fit as many parts as possible into a single TextSegment, adhering to the limit set by maxSegmentSize.

The maxSegmentSize can be defined in terms of characters (default) or tokens. For token-based limit, a Tokenizer must be provided.

If multiple parts fit within maxSegmentSize, they are joined together using the provided joinDelimiter.

If a single part is too long and exceeds maxSegmentSize, the subSplitter (which should be provided) is used to split it into sub-parts and place them into multiple segments. Such segments contain only the sub-parts of the split long part.

Each TextSegment inherits all metadata from the Document and includes an "index" metadata key representing its position within the document (starting from 0).

Field Summary

Fields inherited from class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

maxOverlapSize, maxSegmentSize, subSplitter, tokenizer

Constructor Summary

Constructors

Constructor	Description
DocumentByRegexSplitter(String regex, String joinDelimiter, int maxSegmentSizeInChars, int maxOverlapSizeInChars)
DocumentByRegexSplitter(String regex, String joinDelimiter, int maxSegmentSizeInChars, int maxOverlapSizeInChars, DocumentSplitter subSplitter)
DocumentByRegexSplitter(String regex, String joinDelimiter, int maxSegmentSizeInTokens, int maxOverlapSizeInTokens, Tokenizer tokenizer)
DocumentByRegexSplitter(String regex, String joinDelimiter, int maxSegmentSizeInTokens, int maxOverlapSizeInTokens, Tokenizer tokenizer, DocumentSplitter subSplitter)

Method Summary

Modifier and Type	Method	Description
protected DocumentSplitter	defaultSubSplitter()	The default sub-splitter to use when a single segment is too long.
String	joinDelimiter()	Delimiter string to use to re-join the parts.
String[]	split(String text)	Splits the provided text into parts.

Methods inherited from class dev.langchain4j.data.document.splitter.HierarchicalDocumentSplitter

split

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface dev.langchain4j.data.document.DocumentSplitter

splitAll

Constructor Details

DocumentByRegexSplitter

public DocumentByRegexSplitter(String regex,
 String joinDelimiter,
 int maxSegmentSizeInChars,
 int maxOverlapSizeInChars)

DocumentByRegexSplitter

public DocumentByRegexSplitter(String regex,
 String joinDelimiter,
 int maxSegmentSizeInChars,
 int maxOverlapSizeInChars,
 DocumentSplitter subSplitter)

DocumentByRegexSplitter

public DocumentByRegexSplitter(String regex,
 String joinDelimiter,
 int maxSegmentSizeInTokens,
 int maxOverlapSizeInTokens,
 Tokenizer tokenizer)

DocumentByRegexSplitter

public DocumentByRegexSplitter(String regex,
 String joinDelimiter,
 int maxSegmentSizeInTokens,
 int maxOverlapSizeInTokens,
 Tokenizer tokenizer,
 DocumentSplitter subSplitter)

Method Details

split

public String[] split(String text)

Description copied from class: HierarchicalDocumentSplitter

Splits the provided text into parts. Implementation API.

Specified by:

split in class HierarchicalDocumentSplitter

Parameters:

text - The text to be split.

Returns:

An array of parts.

joinDelimiter

public String joinDelimiter()

Description copied from class: HierarchicalDocumentSplitter

Delimiter string to use to re-join the parts.

Specified by:

joinDelimiter in class HierarchicalDocumentSplitter

Returns:

The delimiter.

defaultSubSplitter

protected DocumentSplitter defaultSubSplitter()

Description copied from class: HierarchicalDocumentSplitter

The default sub-splitter to use when a single segment is too long.

Specified by:

defaultSubSplitter in class HierarchicalDocumentSplitter

Returns:

The default sub-splitter.