Case & CodeA FIELD GUIDE TO AI
Start learning
Intermediate

Tool

Also: tools

In plain words

Something an AI system can use to do a task. Examples include a search service, a calculator, and a file reader.

The fuller definition

For an AI agent, a tool is an operation the system can invoke to interact with something outside model generation, such as search, calculation, or file access.

How it fits together
  1. Request

    Operation and arguments

  2. Execution

    Software performs it

  3. Result

    Data returned to the agent

A simplified relationship, not a screenshot or a complete design.

A concrete example

A search tool returns passages, while a calculator tool performs arithmetic on specified values.

The distinction that matters

A tool's output can be wrong, stale, incomplete, or untrusted; availability is not blanket authorization.

Related terms

Where it is taught

Prompts, skills, workflows, and agents

Source and further reading

Anthropic · Building effective agents

The definition and example are written for this library. The link gives background, official documentation or legal authority as labelled. Legal scope depends on the jurisdiction and current text; product features depend on release and settings.

Lessons, terms, practical guides and sources ESC