Wu Shixiong's Large Model Academy

Mar 23, 2026 · Artificial Intelligence

From RAG to Deep Research: Building Autonomous AI Agents for Industry Reports

This article explains how Deep Research extends traditional Retrieval‑Augmented Generation by adding autonomous planning, multi‑step search, self‑correction, and long‑context synthesis to enable AI agents that can generate comprehensive industry analysis reports.