chunkipy.text_chunker.fixed_size

class chunkipy.text_chunker.fixed_size.FixedSizeTextChunker(chunk_size=None, size_estimator=None, overlap_ratio=0.0)

Bases: BaseOverlapTextChunker

Chunk text into fixed-size slices using the configured size estimator.

Each segment emitted by size_estimator.segment is treated as a unit of size 1 during chunk assembly.

Parameters:

• chunk_size (int)

• size_estimator (BaseSizeEstimator)

• overlap_ratio (float)

split_text(text)

Split the provided text into smaller parts based on size estimator. Size Estimator is used to cut the text into segments and every segment has size equal to 1.

Parameters:

text (str) – The text to be split.

Yields:

Generator [TextPart, None, None] – A generator yielding TextPart objects, each containing a piece of text and its estimated size.

Return type:

Generator[TextPart, None, None]

Modules

fixed_size_text_chunker