LLM-Powered Knowledge Bases
LLM-Powered Knowledge Bases
Overview
Large Language Models are transforming how knowledge bases are built, maintained, and queried. This page covers architectures and patterns for AI-powered documentation systems that evolve autonomously.
Architecture Patterns
1. Self-Discovering Documentation
A self-discovering docs site uses AI to:
- Research topics automatically via web search APIs
- Generate structured markdown with proper metadata
- Evolve content on a schedule (daily/weekly via cron)
- Surface new topics through a searchable dashboard
The LLM-Wiki implementation: