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Semantic Chunking

A dynamic text chunking method that splits documents based on semantic transitions rather than character counts.

Semantic Chunking uses embedding models to evaluate similarity between consecutive sentences, splitting text at points where semantic coherence drops, preserving complete ideas within chunks.

Historical figures and technical concepts for informational purposes only. Not technical, professional, legal, or financial advice. Sources: Official Documentation.