Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...
CMS Wire

Coveo Launches RAG-as-a-Service for AWS AI Agents

Developer impact. Developers gain a managed foundation for building compliant, contextually relevant GenAI applications. Coveo launched RAG-as-a-Service for AWS AI agents on Dec. 1, providing a ...
Visual Studio Magazine

Building Reliable AI Agents with Azure Functions, Foundry and the MCP

As agent-based AI systems grow more sophisticated, developers are moving well beyond basic Retrieval-Augmented Generation (RAG) into a new era of autonomous, tool-integrated, and multi-agent ...

Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI

Karpathy proposes something simpler and more loosely, messily elegant than the typical enterprise solution of a vector ...
SiliconANGLE

Microsoft rolls out major updates for building and managing enterprise AI agents

Microsoft Corp. is using its massive Ignite conference in San Francisco today to unveil a wide range of updates to its Foundry artificial intelligence development platform aimed at simplifying how ...
Geeky Gadgets

Claude Code RAG Masterclass : 8 Steps Proves Structure, Not Size, Drives Real Answers

What if you could build an AI system that not only retrieves information with pinpoint accuracy but also adapts dynamically to complex tasks? Below, The AI Automators breaks down how to create a ...
InfoWorld

MongoDB releases mongot source code to boost RAG and AI workloads

MongoDB has released the source code of mongot, the engine that powers MongoDB Search and Vector Search, under the Server Side Public License. Analysts say the move would help developers of the ...
NextBigFuture

Andrej Karpathy on Code Agents, AutoResearch and the Self Improvement Loopy Era of AI

Andrej Karpathy is pioneering autonomous loop” AI systems—especially coding agents and self-improving research agents—while advancing AI-native education through Eureka Labs and ultra-minimal ...
InfoWorld

Building AI agents with the GitHub Copilot SDK

GitHub Copilot is one of the more mature AI assistants in use, having begun life as a way to use AI tools for code completion. Since then, Copilot has added features, becoming a resource for ...