Intelligent Knowledge Base: A Guide for Businesses
Citai Team
March 6, 2026 · 8 min read
What is an intelligent knowledge base?
A traditional KB is a document repository. An intelligent KB organizes, indexes, and understands your content to answer questions automatically.
Health Score: measuring quality
Citai calculates a Health Score from 0 to 100 for each KB based on 5 components. When a component is low (<50), it gives specific recommendations.
Smart Routing: the right KB automatically
With multiple KBs, Citai automatically routes each question to the most relevant KB.
The 5 pillars of an effective KB
1. Well-structured documents
2. Curated FAQs
3. Multiple KBs organized by topic
4. Access control (public/private/groups)
5. Actionable metrics
Build your intelligent KB today. Start free →
Try Citai for free
Create your intelligent knowledge base in minutes. No credit card required.
Create free accountRelated articles
How to Prepare Your Documents for AI: Complete Optimization Guide
Learn best practices for preparing PDFs, DOCX, Excel, TXT, and Markdown before uploading to Citai. Maximize answer quality with well-structured documents.
Read article → Practical GuideHow to Choose the Ideal Chunk Size for Your Knowledge Base
Practical guide to configuring chunk_size and chunk_overlap based on document type and use case.
Read article → ProductKB Health Score: Monitor and Improve Your Knowledge Quality
Understand how your knowledge base Health Score is calculated and how to improve each component for better answers.
Read article →