AI models and agents

Token

A unit a system uses to divide input or output for processing.

A practical example

One word may consist of several tokens.

What should I know?

A token is not always one word or one character.

AI models and agents in practice

A model processes information; the application defines tools and permissions. Reliable answers require good sources and verification. Actions involving accounts, content, and orders must stay within the granted scope.

Related Semly features

See where this concept applies when working with Semly.

Semly MCPConnect Semly data and tools to your AI assistant. Analyze reports and work with Leon in a conversation.Websites for AI agentsShare structured company knowledge and inquiry forms through an agent channel.

Related terms

LLMA large language model trained to process and generate text. Some models also support other data types.Context windowThe amount of information a model can consider at once when answering, within system limits.ContextInformation available to a system for a specific task.

Documentation and further reading

Definition prepared by Semly. Standards and behavior are described by their creators:

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