Why MongoDB thinks better retrieval — not bigger models — is the key to trustworthy enterprise AI

As agentic and RAG systems move into production, retrieval quality is emerging as a quiet failure point — one that can ...

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 ...
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.
datanami.com

Cohere Introduces Rerank 3: A New Foundation Model for Efficient Enterprise Search & Retrieval

April 11, 2024 — Cohere today unveiled its latest foundation model, Rerank 3. In this blogpost, Sylvie Shi and Nils Reimers detail how this innovative model is set to advance enterprise search and ...
InfoWorld

Retrieval-augmented generation, step by step

RAG is a pragmatic and effective approach to using large language models in the enterprise. Learn how it works, why we need it, and how to implement it with OpenAI and LangChain. Typically, the use of ...
InfoQ

Bridging Modalities: Multimodal RAG for Advanced Information Retrieval

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Vivek Yadav, an engineering manager from ...
Nature

CAD Model Retrieval and Design Reuse

CAD model retrieval and design reuse constitute a critical research area in engineering, where the efficient recovery of relevant design data from extensive libraries can notably reduce development ...
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 ...
Geeky Gadgets

LangExtract and RAG : Smarter Retrieval with Metadata Filtering

What if the key to unlocking smarter, faster, and more precise data retrieval lay hidden in the metadata of your documents? Imagine querying a vast repository of technical manuals, only to be ...