RagAI Technical Publications

Insights on Retrieval AI & Neural Media

Explore architectural breakdowns, hybrid vector search algorithms, optical document layout normalization, and production AI engineering.

The Architecture of Modern Retrieval-Augmented Generation (RAG): Beyond Basic Semantic Search
Featured Article
RAG & AI Architecture•9 min read

The Architecture of Modern Retrieval-Augmented Generation (RAG): Beyond Basic Semantic Search

A comprehensive architectural deep-dive into next-generation enterprise RAG systems. Explore how moving beyond naive semantic vector similarity to multi-stage cross-encoder reranking, sparse BM25 fusion, and contextual metadata chunking eliminates hallucination and guarantees sub-second factual verification across millions of complex enterprise documents.

RagAI Engineering Team
RagAI Engineering Team
Sep 6, 2026
Read Article

Latest Articles

Showing 1 of 1 articles

Edge AI and On-Device Intelligence: Redefining Software Engineering, Cyber Defense, and IoT Networks
Edge Computing & AI
7 min read•Sep 17, 2026

Edge AI and On-Device Intelligence: Redefining Software Engineering, Cyber Defense, and IoT Networks

A deep technical analysis of Edge AI's transformation of the IT landscape. Discover how quantized neural networks, NPU hardware acceleration, and decentralized on-device RAG enable zero-latency decision-making, military-grade cyber defense, and privacy-first intelligence across IoT gateways, smartphones, and industrial edge clusters.

RagAI Edge Systems Research
RagAI Edge Systems Research
Director of Embedded Systems & Edge AI
Read

Supercharge Your Knowledge Retrieval & Creative Workflows

Connect your documents, run multi-hop citation-grounded RAG queries, remove backgrounds with neural matting, and synthesize studio images in one unified workspace.

Get Started FreeExplore Platform Features