Retrieval-Augmented Generation (RAG)
Category: Data“RAG”
A method where the AI looks up your real documents before answering, instead of guessing.
Lesson #2: Working With AI: Prompts, Data & Guardrails →An employee who checks the filing cabinet before answering a customer.
A help chatbot that quotes the actual manual page for your appliance.
An AI pulling your real permit records before answering a code question.
An AI answering HR questions straight from your employee handbook.
RAG is the main way businesses stop hallucinations and make AI answer from their own truth.
RAG makes AI look up your real documents before it answers.
Pick one document your team gets asked about weekly. That's the first file you'd hand to a RAG system.
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Related terms
Picked automatically from the same category and the ideas this term shares.
Hand-picked pair
When an AI confidently gives an answer that is simply made up.
Hand-picked pair
A special kind of memory that helps AI quickly find information that is similar.
Hand-picked pair
Extra training that teaches a general AI the specifics of your work.
Same category: Data
The step where the AI pulls the right saved facts back out at the right moment.
Same category: Data
Turning words or documents into numbers so a computer can tell which ones mean similar things.
Same category: Data
Keeping personal or confidential information out of places it shouldn't go — including AI tools.