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financeHIGH2026-05-04 05:54 UTC

Why Does Semantic Chunking Need an Embedding API?

Fixed-length chunking requires no external services, yet semantic chunking absolutely needs an Embedding API — why? The core idea of semantic chunking is to split text at semantic boundaries. Determining whether "two pieces of text belong to the same topic" requires converting text into vectors and

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