Rag

4 articles

A futuristic, cinematic visualization of a vector database network powering AI algorithms and data retrieval for advanced applications.

Developer Tools

What Are Vector Databases and How Do They Power AI Applications?

Retrieval-Augmented Generation (RAG) is the primary use case driving vector database adoption in 2026.

Armen Bedrosian·August 27, 2026

AI system analyzing a complex document, bypassing traditional OCR to create searchable PDFs for RAG.

Industry Applications

New RAG Methods Bypass Traditional OCR for Searchable PDFs

A new benchmark reveals traditional optical character recognition (OCR) frequently fails across 11 challenging document types, directly impacting AI-powered Retrieval-Augmented Generation (RAG) system

Rui Almeida·June 21, 2026

An advanced AI system processing and understanding complex visual data from charts and diagrams, enhancing RAG capabilities.

Industry Applications

Vision LLMs unlock chart and diagram understanding for RAG systems

In a recent benchmark, Vision LLMs correctly answered complex questions about historical voter turnout from a multi-decade Indian election chart, a task impossible for traditional text-based AI, accor

Rui Almeida·June 15, 2026

A futuristic AI interface visualizing a secure and private knowledge graph built from sensitive data.

Automation & Robotics

Proxy-Pointer RAG builds accurate, private knowledge graphs

A new AI framework builds highly accurate knowledge graphs from sensitive data, such as exercise records, without compromising privacy.

Rui Almeida·June 1, 2026