AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Dec 22, 2025 · Artificial Intelligence

How Advanced RAG Techniques Are Redefining Enterprise Knowledge Services

This article examines four cutting‑edge Retrieval‑Augmented Generation frameworks—Adaptive RAG, Agentic RAG, OG‑RAG, and OAG—detailing their definitions, core mechanisms, performance gains, and practical selection guidance for complex enterprise scenarios, while highlighting future research directions.

Agentic AIEnterprise KnowledgeLLM
0 likes · 21 min read
How Advanced RAG Techniques Are Redefining Enterprise Knowledge Services
DataFunSummit
DataFunSummit
Sep 28, 2025 · Artificial Intelligence

Unlocking Enterprise Knowledge: Building Multimodal AI Systems with LLMs

This article examines the challenges of processing massive multimodal data in enterprises and presents a knowledge‑augmentation framework that leverages Retrieval‑Augmented Generation, memory‑inspired architecture, and feedback loops to enable reliable, scalable AI‑driven decision making across diverse business scenarios.

Enterprise KnowledgeKnowledge GraphLLM
0 likes · 29 min read
Unlocking Enterprise Knowledge: Building Multimodal AI Systems with LLMs