Knowledge Base
A knowledge base is a centralized repository of information — articles, FAQs, policies, documentation — that AI agents and customers can access to find answers to questions and resolve issues.
In Depth
A well-structured knowledge base is the foundation of effective AI-powered customer support. It serves two audiences: customers who prefer self-service and AI agents that need accurate information to generate responses. For AI agents using RAG (Retrieval Augmented Generation), the knowledge base is the source of truth.
The quality of AI responses directly depends on the quality, completeness, and currency of knowledge base content. Best practices for AI-optimized knowledge bases include: writing clear, specific articles (one topic per article), using consistent terminology, keeping content up to date, structuring information with headers and lists for easy retrieval, and including edge cases and exceptions. GuruSup automatically indexes your knowledge base content, website, product documentation, and internal wikis, creating a unified knowledge layer that AI agents can query in real-time to provide accurate, contextual responses.
Related Terms
RAG (Retrieval Augmented Generation)
RAG is a technique that enhances AI responses by retrieving relevant information from a knowledge base before generating an answer, ensuring responses are grounded in accurate, up-to-date data.
Self-Service Portal
A self-service portal is a customer-facing platform where users can find answers, troubleshoot issues, and complete tasks independently without contacting support agents.
Customer Support Automation
Customer support automation uses AI and technology to handle customer inquiries, resolve issues, and complete service tasks without manual human intervention.
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