AI agents can silently return wrong answers when they read from stale data copies, and the staleness budget should be set per question rather than per system, according to a guide that outlines a fram…
A developer detailed how agentic web workloads over the Model Context Protocol (MCP) require stateless gateways, distributed context stores, prompt caching, and fine-grained telemetry to maintain sub-…
On August 5, AWS made native vector search generally available in Amazon DynamoDB across all commercial regions and GovCloud, enabling single-digit-millisecond latency at 99%+ recall for up to 4,096 d…
Towards Data Science published a vendor-neutral blueprint for building a persistent knowledge layer that refuses to guess, addressing the limitation that RAG retrieves but never remembers. The article…
A developer building on the Microsoft Agent Framework describes how to connect agents to private knowledge using RAG (Retrieval-Augmented Generation). The approach exposes retrieval as a controlled to…
Based on the article, the local implementation of this Enterprise RAG system is fully functional, featuring pre-retrieval access control, citation-backed answers, and a specialized evaluation set, all…