API Reference

This section contains the API reference for all public modules and classes in Atomic Agents.

API Reference

• Agents
  • Schema Hierarchy
  • Base Agent
• Components
  • Agent Memory
  • System Prompt Generator
  • Base Components
• Utilities
  • Tool Message Formatting

Core Components

The Atomic Agents framework is built around several core components that work together to provide a flexible and powerful system for building AI agents.

Agents

The agents module provides the base classes for creating AI agents:

• BaseAgent: The foundational agent class that handles interactions with LLMs

• BaseAgentConfig: Configuration class for customizing agent behavior

• BaseAgentInputSchema: Standard input schema for agent interactions

• BaseAgentOutputSchema: Standard output schema for agent responses

Learn more about agents

Components

The components module contains essential building blocks:

• AgentMemory: Manages conversation history and state with support for:

  • Message history with role-based messages

  • Turn-based conversation tracking

  • Multimodal content

  • Serialization and persistence

  • Memory size management

• SystemPromptGenerator: Creates structured system prompts with:

  • Background information

  • Processing steps

  • Output instructions

  • Dynamic context through context providers

• SystemPromptContextProviderBase: Base class for creating custom context providers that can inject dynamic information into system prompts

Learn more about components

Utils

The utils module provides helper functions and utilities:

• Message formatting

• Tool response handling

• Schema validation

• Error handling

Learn more about utilities

Getting Started

For practical examples and guides on using these components, see:

• Quickstart Guide

• Tools Guide