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Offloading text segmentation to specialized external APIs for domain-specific structural requirements.
Distinct from Recursive Text Splitting: Distinct from Recursive Text Splitting: relies on external specialized services for domain-specific boundaries rather than internal recursive logic.
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Chonkie is a text chunking library designed for retrieval-augmented generation pipelines. It functions as a semantic text splitter and RAG ingestion pipeline, transforming raw text into embedded segments for storage in vector databases. The project distinguishes itself through specialized splitting strategies, including an AST-based code splitter for preserving logical boundaries in source code and a semantic text splitter that uses embedding models to determine boundaries based on meaning. It also provides a vector database ingestor to automate the generation of embeddings and their export t
Segments text using specialized external APIs for domain-specific requirements such as legal documents.