AI Large Model Application Practice

Jul 27, 2026 · Artificial Intelligence

Deep Dive: Building Reliable Enterprise Agent Knowledge Bases with LLM Wiki & Google OKF

The article analyzes why traditional RAG pipelines struggle with reliable, exploratory queries, introduces LLM Wiki as a method for structuring raw materials into a navigable knowledge map, explains Google’s Open Knowledge Format (OKF) as an interoperable markdown specification, and outlines a six‑step agent workflow for creating and maintaining enterprise knowledge bundles.