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HippoRAG: Neurobiologically inspired RAG using Amazon Bedrock, Amazon Neptune, and personalized PageRank | Amazon Web Services
Large language models (LLMs) have transformed how we process and generate information, but they still struggle with effectively integrating knowledge across multiple sources. Standard Retrieval Augmented Generation (RAG) methods, although helpful, often fall short when tackling multi-hop reasoning tasks that require connecting information from separate documents. To address these limitations,
Structured memory filtering with metadata in AgentCore Memory | Amazon Web Services
Let’s say your customer support agent asks for “billing issues”, and gets back technical support tickets, sales conversations with receipt issues, and billing disputes all mixed. This is the retrieval precision wall that teams hit once their agents accumulate weeks of interaction history: similarity search finds everything that’s
Building a serverless A2A gateway for agent discovery, routing, and access control | Amazon Web Services
As enterprises deploy AI agents across teams, vendors, and infrastructure, managing agent-to-agent communication becomes a growing operational burden. Without a centralized layer, each new agent integration adds point-to-point connections, separate credentials, and custom routing logic. Teams spend engineering cycles wiring up connectivity instead of building agent capabilities. Access control becomes
I always keep PorteuX portable Linux distro on a USB - here's why
ZDNET key takeaways * PorteuX Linux is a portable Linux distro based on Slackware. * With plenty of options for app installation, it's far more flexible than others. * You can choose from several desktops when using PorteuX. There have been several times over the past few months that I'