Chonky: Intelligent Text Segmentation with Transformers
2025-04-13
Chonky is a Python library that cleverly divides text into meaningful semantic chunks using a fine-tuned transformer model. This library is useful in Retrieval Augmented Generation (RAG) systems. It efficiently processes large texts, breaking them down into smaller, manageable pieces for easier analysis and processing. Example code demonstrates how to use Chonky to split a sample text into semantically coherent chunks.
Development
text segmentation