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Retro Rabbit cautions businesses to beware of AI trap in development

Retro Rabbit/Smartek21 has embraced AI but depends on human skill and experience to harness it effectively, says David Noakes, software architect at Retro Rabbit/SmarTek21.

Retro Rabbit cautions businesses to beware of AI trap in development

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Chunking: the most underrated decision in your RAG pipeline

Ask a team how their RAG pipeline works and they will tell you about the embedding model, the vector database, and maybe the reranker.

  • Teams often default to fixed-size chunkers cutting documents into 500-token segments with overlap.
  • Heading-aware chunkers respect document structure, preserving information coherence.

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