Adam Bertram

Adam Bertram is a 25+ year IT veteran and an experienced online business professional. He’s a successful blogger, consultant, 6x Microsoft MVP, trainer, published author and freelance writer for dozens of publications. For how-to tech tutorials, catch up with Adam at adamtheautomator.com, connect on LinkedIn or follow him on X at @adbertram.

Articles by the Author

What is a Knowledge Graph in Enterprise AI?
Knowledge graphs make relationships explicit and queryable, so enterprise AI can follow business facts instead of guessing from similar text.
What is AI Grounding and Why Does it Prevent Hallucinations?
AI grounding ties answers to verified sources, helping architects reduce hallucinations without locking retrieval into one vendor.
What is Context Relevance in RAG?
Context Relevance tells you whether retrieval handed the model the right chunks, so you can catch a bad answer at its source instead of blaming the prompt.
What Is a RAG Evaluation Model?
A RAG evaluation model scores retrieval and generation separately, so you catch bad answers in testing instead of hearing about them from an annoyed user.
What is a RAG Pipeline? The Four Stages Explained
A RAG pipeline turns documents into answers in four stages, and every stage is a chance for retrieval and permissions to fail while everyone blames the model.
What is a Vector Database?
Vector databases retrieve by meaning, not keywords, and building that layer once keeps every AI feature from starting over.
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