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PulseAugur coverage of Full Edition — every cluster mentioning Full Edition across labs, papers, and developer communities, ranked by signal.
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RAG token estimation: Why character counts mislead and how to get it right
Estimating the number of tokens for Retrieval-Augmented Generation (RAG) is crucial for managing model context windows and costs, but character counts can be misleading. While a rough estimate suggests about four charac…
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RAG production strategies: Structure-aware chunking and hybrid retrieval are key
Effective Retrieval-Augmented Generation (RAG) in production requires moving beyond simple fixed-size chunking and basic embedding. Advanced techniques involve structure-aware chunking that preserves semantic boundaries…