Databricks' Instructed Retriever beats traditional RAG data retrieval by 70% — enterprise metadata was the missing link

Instructed Retriever leverages contextual memory for system-level specifications while using retrieval to access the broader ...
Techzine Europe

RAG ‘2.0’: the Instructed Retriever links AI agents to the right data

The Instructed Retriever is set to replace RAG on a large scale. Databricks sees a 70 percent improvement with the ...
insideHPC

Generative AI’s Accuracy Depends on an Enterprise Storage-driven RAG Architecture

Generative AI (GenAI) has found an unexpected “partner” in a type of information technology that CIOs tend not to prioritize for AI – enterprise storage. Because data is central to the activation and ...
Security Boulevard

Securing the Knowledge Layer: Enterprise Security Architecture Frameworks for Proprietary Data Integration With Large Language Models

A practical overview of security architectures, threat models, and controls for protecting proprietary enterprise data in retrieval-augmented generation (RAG) systems.

Want AI agents to work better? Improve the way they retrieve information, Databricks says

Today, Databricks (known for its data analytics software) is debuting a new architecture for retrieval-augmented AI agents ...
SiliconANGLE

Immuta releases new multilayer data security architecture for RAG-based AI solutions

Data security startup Immuta Inc. today announced new data governance and audit capabilities for retrieval-augmented generation-based generative artificial intelligence solutions across multiple cloud ...
Forbes

What’s The RAGs? How To Unlock Explosive Marketing Success With AI

Retrieval-augmented generation (RAG) is a sophisticated technique used in large language models (LLMs) that combines the power of neural network-based text generation with the precision of information ...
eWeek

What is Retrieval-Augmented Generation? How it Works & Use Cases

eSpeaks’ Corey Noles talks with Rob Israch, President of Tipalti, about what it means to lead with Global-First Finance and how companies can build scalable, compliant operations in an increasingly ...
Computer Weekly

Infinidat gets in on the RAG act with workflow architecture offer

Infinidat has launched a retrieval augmented generation (RAG) workflow architecture, deliverable as a consultancy service to its storage customers, which allows them to build in up-to-date, private ...
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 ...