01-first-agent

Getting Started with Strands Agents

This guide will help you understand the basic concepts of Strands Agents and get you up and running with your first agent.

Prerequisites

• Python 3.10 or later
• AWS account configured with appropriate permissions
• Basic understanding of Python programming

Installation

Install Strands Agents and the tools package using pip:

pip install strands-agents strands-agents-tools

Basic Concepts

Strands Agents is a framework for building AI agents that can interact with AWS services and perform complex tasks. The key components are:

1. Agent: The core component that manages the conversation and orchestrates tools
2. Model: The underlying LLM (Large Language Model) that powers the agent
3. Tools: Functions that the agent can use to perform specific tasks
4. Sessions and State: Mechanisms for maintaining conversation history and agent state across interactions
5. Agent Loop: The process flow of how agents receive input, process it, and generate responses
6. Context Management: How agents maintain and manage conversation context, including memory and retrieval

Quick Start Guide

The 01-first-agent.ipynb notebook in this directory provides a comprehensive guide with code examples for:

1. Creating a Simple Agent: Learn how to initialize a basic agent with a system prompt
2. Adding Tools: Discover how to enhance your agent with built-in and custom tools
3. Configuring Logging: Set up proper logging for debugging and monitoring
4. Customizing the Agent: Choose different models and configure their parameters

Running the Examples

This folder contains a getting-started notebook and a simple usecase to help you get started:

1. 01-first-agent.ipynb: A Jupyter notebook with a comprehensive quickstart guide and a usecase. Here we'll build:

and a Recipe Agent:

2. 02-simple-interactive-usecase/: A directory containing a simple interactive cooking/Recipe agent to be run via the CLI.

To run the interactive agent:

1. Navigate to the directory: cd 02-simple-interactive-usecase
2. Install the requirements: pip install -r requirements.txt
3. Run the script: python recipe_bot.py

Resources

• Explore the Strands documentation for more detailed guides
• Learn more about Sessions and State
• Understand the Agent Loop
• Dive into Context Management
• Check out the strands-agents-tools repository for pre-implemented tools
• Try building your own task-specific agent by customizing the system prompt and adding relevant tools

Happy building with Strands Agents! 🚀