Understanding Recursive Character Splitting

An intelligent, hierarchical method for chunking text to preserve context.

Interactive Splitting Explorer

Recursive character splitting is a powerful technique that breaks down text by a prioritized list of separators—starting with paragraphs, then sentences, then words. This ensures that the most semantically related content stays together. Use the tool below to see how different parameters affect the final chunks.

Parameters

Input Text

Visualization

Click "Visualize Process" to see the magic happen.
Understanding Recursive Character Splitting

🚀 Just Released

Learn how to prepare for data science interviews with real questions, no shortcuts or fake promises.

See What’s Inside