Fixed-size splits at a set token count — simple but can cut mid-concept.

Fixed-size splits at a set token count — simple but can cut mid-concept. Semantic chunking splits at natural boundaries: sentences, paragraphs, or detected topic shifts (embedding similarity drops). Each chunk is a coherent unit. Used in a document extraction pipeline because contract clauses are variable-length and splitting mid-clause destroys extraction context.