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cs.IR2026
Incident Memory: Training-Free Operational Memory through Sequential Pattern Mining and Velocity-Stratified Retrieval
Adarsh Agrawal, Rahul Suresh Babu
Incident response is a memory problem: teams accumulate tickets, traces, postmortems, and wiki pages, but the knowledge needed for the next incident is rarely stored with its order…
cs.IR2026
Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics
Adarsh Agrawal, Shashank Indukuri
Enterprise text-to-SQL systems often fail before SQL is generated: the model receives the wrong schema context. Modern warehouses contain thousands of tables, abbreviated columns,…