AI models and agents

Fine-tuning

Also known as: model tuning

Further training on selected examples to adapt behaviors or tasks.

A practical example

A model learns the expected document classification format.

What should I know?

It is not the same as adding a current price list to context.

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

RAGCombining retrieval of relevant materials with generating an answer from them.LLMA large language model trained to process and generate text. Some models also support other data types.AI evaluationTesting system quality against tasks and criteria matching its intended use.

Documentation and further reading

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

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