Strands Agents Samples

A model-driven approach to building AI agents in just a few lines of code.

Documentation ◆ Samples ◆ Python SDK ◆ TypeScript SDK ◆ Tools ◆ Agent Builder ◆ MCP Server

Welcome to the Strands Agents Samples repository!

Explore easy-to-use examples to get started with Strands Agents.

The examples in this repository are for demonstration and educational purposes only. They demonstrate concepts and techniques but are not intended for direct use in production. Always apply proper security and testing procedures before using in production environments.

# Create virtual environment
python -m venv venv

# Activate virtual environment
# On macOS/Linux:
source venv/bin/activate
# On Windows:
venv\Scripts\activate

pip install strands-agents strands-agents-tools

from strands import Agent

agent = Agent()
response = agent("Hello! Tell me a joke.")
print(response)

npm install @strands-agents/sdk

import { Agent } from "@strands-agents/sdk";

async function main() {
    const agent = new Agent({
        systemPrompt: "You are a helpful assistant."
    });

    const response = await agent.invoke("Hello! Tell me a joke.");
    console.log(response.toString());
}

main();

Follow the instructions here to configure your model provider and model access.

• 01-learn - SDK tutorials covering fundamentals, multi-agent systems, and streaming
• 02-deploy - Deployment patterns for Lambda, Fargate, and AgentCore
• 03-integrate - Integrations with AWS services, databases, and third-party tools
• 04-industry-use-cases - Industry applications (finance, healthcare, retail, productivity, etc.)
• 05-technical-use-cases - Architectural patterns including Agentic RAG
• 06-evaluate - Evaluation tutorials and testing patterns
• 07-ux-demos - Full-stack applications with user interfaces
• 08-edge - Edge device integrations including physical AI and robotics

• 01-learn - SDK tutorials for the TypeScript SDK
• 02-deploy - Deployment patterns for AgentCore

We welcome contributions! See our Contributing Guide for details on:

• Reporting bugs & features
• Development setup
• Contributing via Pull Requests
• Code of Conduct
• Reporting of security issues

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

See CONTRIBUTING for more information.