RAG Isn't Dying. It's Doing the One Thing Agents Can't.
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Where Should the Knowledge Live? Building a Cite-or-Refuse RAG (and Weighing the Alternatives) I built a compliance RAG on one rule — every claim carries a real document reference, or the system refuses. Then I went looking at the alternatives. Here's the honest accounting: what I built, what exploring PageIndex taught me, and what I found when I evaluated fine-tuning. Before any architecture, one requirement drove everything: an answer is only trustworthy if it points at a real source. Not a…
1Key Takeaways
- Building a Cite-or-Refuse RAG (and Weighing the Alternatives) I built a compliance RAG on one rule — every claim carries a real document reference, or the system refuses.
- Then I went looking at the alternatives.
- Here's the honest accounting: what I built, what exploring PageIndex taught me, and what I found when I evaluated fine-tuning.
- Before any architecture, one requirement drove everything: an answer is only trustworthy if it points at a real source.
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that building a Cite-or-Refuse RAG (and Weighing the Alternatives) I built a compliance RAG on one rule — every claim carries a real document reference, or the system refuses.
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