Module 7 · AI Agents

Tools and Function Calling for AI Agents

Tools let agents interact with controlled external capabilities such as search, databases, calendars, or business APIs.

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Core idea

Tools and Function Calling for AI Agents

Tools let agents interact with controlled external capabilities such as search, databases, calendars, or business APIs.

Design principle: Define the outcome, use authorized information, constrain the system, and verify real results before relying on them.

Visual workflow

How the parts connect

01Describe
02Authorize
03Validate
04Execute
05Observe
06Audit

Every boundary is an opportunity to validate inputs, permissions, quality, and failure handling.

Worked example

Apply the concept

An order agent may read shipment status but requires validated arguments and explicit approval before invoking a cancellation tool.
RequirementState the user outcome and success measure.
InformationUse representative, authorized, high-quality data.
ControlAdd permissions, validation, review, and recovery.
EvidenceMeasure quality, safety, latency, cost, and value.

Production and responsibility checklist

01

Quality

Correctness, relevance, coverage, and consistency.

02

Security

Identity, data, tools, networks, and logs.

03

Fairness

Impacted groups and meaningful failure differences.

04

Operations

Latency, errors, drift, quotas, and availability.

05

Human control

Review, escalation, override, and accountability.

06

Economics

Usage drivers and measurable business value.

Knowledge check

What to remember

  • Describe allowed tool
  • Select tool
  • Validate arguments
  • Return result to agent
  • Identify the requirement, constraint, risk, and verification method before choosing a technology.

Key takeaways

  • Describe allowed tool
  • Select tool
  • Validate arguments
  • Return result to agent

Check your understanding

  1. Can you explain this concept in two sentences without using jargon?
  2. Can you identify the input, process, output, and validation step in the example?
  3. Can you name one suitable use case and one case where another approach is better?
  4. Which risk or limitation should a responsible implementation address?

Research references

Public sources and further reading

This lesson is original educational writing informed by the public references below. Use the sources to explore definitions, technical details, and current AWS exam objectives.