Detailed explanation
Examples
Frequently asked questions
How to limit hallucinations?
RAG on internal sources, mandatory citations, human review, and preferring 'I don't know' over made-up answers.
Related terms
Generative AI
A family of AI models that can create new content (text, image, audio, video, code) from a prompt.
LLM (Large Language Model)
An LLM is a large language model trained on massive text corpora, capable of understanding and generating natural language across many tasks: writing, summarization, translation, code, reasoning.
Prompt Engineering
Prompt engineering is the discipline of designing, structuring, and refining the instructions given to an LLM to obtain reliable, accurate, and well-formatted answers.
RAG (Retrieval-Augmented Generation)
RAG is a technique that combines an LLM with a search engine over your own documents: the model retrieves the relevant information first, then generates an answer grounded in that information.
Last updated: 7/15/2026