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HomeHomework Helpcomputer-scienceAgent Action and Tool Invocation

Agent Action and Tool Invocation

The capability of artificial intelligence agents to take actions and invoke tools to accomplish tasks, including built-in tools and functions, external API calls, and dedicated tools interfaces, which can be complemented by augmented large language models (LLMs) that offer tool invocation from code generated by the model via function calling

intermediate
2 hours
Computer Science
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Overview

Agent action and tool invocation are fundamental concepts in computer science, particularly in the fields of artificial intelligence and robotics. Agents are entities that can perceive their environment and take actions to achieve specific goals. The effectiveness of these actions can be significant...

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Key Terms

Agent
An entity that can act in an environment.

Example: A robot that navigates a maze.

Action
A behavior or task performed by an agent.

Example: Moving forward or picking up an object.

Tool
A resource used by an agent to perform actions.

Example: A software application that assists in data analysis.

Invocation
The act of calling or using a tool.

Example: Invoking a function in a programming language.

Task Execution
The process of carrying out a specific task.

Example: Executing a command to print a document.

Resource Management
The efficient use of tools and resources.

Example: Allocating CPU time for different processes.

Related Topics

Artificial Intelligence
Study of creating intelligent agents that can perform tasks autonomously.
advanced
Machine Learning
A subset of AI focused on algorithms that improve through experience.
advanced
Robotics Engineering
The design and construction of robots for various applications.
advanced

Key Concepts

Agent BehaviorTool UsageTask ExecutionResource Management