mleng veridion

[ User Query ] ──> [ Stage 1: Query Intent Parser ]
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                    [ Stage 2: Hard Attribute Filters ] (Deterministic)
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                    [ Stage 3: Two-Tower Semantic Filter ] (Dense/Sparse)
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                    [ Stage 4: LLM Critique & Ranker ] (Cognitive)
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                     [ Final Ranked Results ]