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IngestionRetrieval

Semantic Chunker

Splits documents on structure rather than character count, so a passage retrieved is a passage that makes sense.

Chunking on a fixed character count cuts a clause in half and hands the model two fragments, neither of which says what the clause said.

Ragenta chunks on headings, list boundaries and table edges, with a configurable size and overlap per knowledge base. You can see the chunks a document produced before anyone asks a question against it.

Use Semantic Chunker in your own workspace.

Create a workspace, connect a source, and put this to work in a few minutes.

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