"We've been using this system for over 20 years now." When listening to stories from the front lines of small and medium-sized enterprises, this kind of business system is not uncommon.
In practice, the retrieval pipeline behaves more like a ranking system: 🔹 Represent the query. 🔹 Generate candidate matches. 🔹 Filter by metadata or permissions. 🔹 Re-rank the best candidates. 🔹 ...
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