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This guide covers best practices, code. Understand how effective chunking transforms rag system performance. This comprehensive guide will take you on a deep dive into.
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In this article, we will look at the. The system uses normalized openai embeddings, allowing dot product calculation instead of full cosine similarity computation for efficiency. Explore how different document chunking strategies affect the quality of ai responses in retrieval augmented generation (rag) systems, with practical examples and.
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Naively splitting every 1,000 words or tokens, without regard for sentence.
I’m working under the assumption that how we create chunks in the first place is imporant.
