2 papers
cs.AI2026
EngramRAG: Dynamic Usage-Weighted Topology and Synaptic Consolidation for Multi-Hop Agentic Memory
Bhavyateja Potineni, Lohit Giri, Anu Jain +2
As autonomous LLM agents are deployed across multi-session environments, conventional memory architectures suffer from Associative Blindness (inability to traverse multi-hop relati…
cs.IR2026
Reflect-SQL: A Self-Reflection Based Framework for Text-to-SQL
Anupreksha Jain, Manish Shrivastava
Democratizing data access through natural language is a crucial goal for modern enterprises, but the practical adoption of Text-to-SQL is critically hindered by real-world complexi…