#sqlite News & Analysis

2 articles tagged with #sqlite. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · Mar 46/106

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SuperLocalMemory: Privacy-Preserving Multi-Agent Memory with Bayesian Trust Defense Against Memory Poisoning

SuperLocalMemory is a new privacy-preserving memory system for multi-agent AI that defends against memory poisoning attacks through local-first architecture and Bayesian trust scoring. The open-source system eliminates cloud dependencies while providing personalized retrieval through adaptive learning-to-rank, demonstrating strong performance metrics including 10.6ms search latency and 72% trust degradation for sleeper attacks.

AIBullisharXiv – CS AI · Feb 277/108

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RAGdb: A Zero-Dependency, Embeddable Architecture for Multimodal Retrieval-Augmented Generation on the Edge

Researchers introduce RAGdb, a revolutionary architecture that consolidates Retrieval-Augmented Generation into a single SQLite container, eliminating the need for cloud infrastructure and GPUs. The system achieves 100% entity retrieval accuracy while reducing disk footprint by 99.5% compared to traditional Docker-based RAG stacks, enabling truly portable AI applications for edge computing and privacy-sensitive environments.