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Models & Knowledge

Large Language Model

LLM

Definition

A large language model, or LLM, is an AI model trained on very large collections of text. It learns patterns in language so it can understand instructions, answer questions, summarize information and generate new text.

Why it matters

Many AI assistants and agents use an LLM as their language and reasoning layer. The model itself, however, is not automatically an agent and does not automatically know an organization’s private information.

Example

An LLM can summarize a long policy document, but connecting it safely to an organization’s approved documents may require a knowledge or RAG system.

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