Technical Term Back

Semantic chunk

AI and RAG

A semantic chunk is a content block that makes sense on its own. It can be read, extracted or reused without depending on everything around it.

Semantic chunk
It matters because AI systems work with fragments. If those fragments are badly split or lack context, answers can become incomplete or wrong.
  • Split content into clear, self-contained blocks.
  • Add enough context for each fragment to make sense on its own.
  • Connect entities, sources and trust signals where appropriate.
  • Remove decorative text that does not add useful information.