AI models and agents

Context

Also known as: context

Information available to a system for a specific task.

A practical example

An assistant receives a question, catalog, and earlier conversation decisions.

What should I know?

Information in context is not guaranteed to be used correctly.

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

Context windowThe amount of information a model can consider at once when answering, within system limits.PromptA question, command, or set of instructions given to an AI model with information needed to answer.GroundingConnecting generated output to supplied or retrieved information.

Documentation and further reading

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

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