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Exactly. We often end up doing 'direct' retrieval (ex: DB query gen) to skip the time suck , costs , and insecurity of vector RAG, and per user indexing for the same. Agentic reasoning loops means this can be better quality and faster anyways.

Sometimes hard to avoid though, like our firehose analyzers :(



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