A knowledge base is an organized collection of a business's own information that a system can search or reference when it needs an answer.
A knowledge base might hold a business's policies, past quotes, product details, or FAQ answers, kept current so a system can pull accurate, business-specific information instead of guessing. It is the material retrieval systems actually search through.