A knowledge engine is the data infrastructure category that lets agents query trusted, compiled knowledge instead of brute-forcing retrieval over raw data. How one is built, how agents query it, and how it compares to RAG, vector databases, and semantic layers.
How a Knowledge Engine Works: From Artifacts to Agent-Ready Answers
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May 7, 2026
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