Xmemory: Benchmarking Structured AI Memory Against RAG and Hybrid RAG
5 hours ago
- #Schema Extraction
- #Artificial Intelligence
- #Memory Systems
- Proposes schema-grounded AI memory for reliable record-keeping, shifting from retrieval-based to structured memory.
- Introduces iterative, schema-aware write path with object detection, field detection, and extraction with validation.
- Shows improved accuracy on extraction and memory benchmarks, outperforming baselines and specialized systems.