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RAGHard· Evaluation· Chunking· Data Quality

Synthetic chunking benchmarks show a massive improvemen...

Synthetic benchmarks often rely on concatenated documents that create sharp, artificial topic boundaries which semantic chunkers can easily detect. Real-world documents rarely have such distinct boundaries. You should validate your findings by testing on a sample of actual production data before trusting the synthetic benchmark results.

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