Why the first retrieval pass often gets the order wrong, and how a second, smarter pass fixes it.
The full pipeline, end to end — ingest, embed, retrieve, generate — connecting every piece in this series.
Where each one wins, where each one quietly misses — and why production systems often use both.
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