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Agents Overview

Welcome to the heart of the AgentForge framework—the Agents. These entities are the driving force behind the system, managing data, rending prompts, and ensuring seamless operations. Here, you'll get a comprehensive understanding of how agents function, the methods they employ, the prompts guiding them, and how you can craft your own custom agents.


  • Dive into the foundational class from which all agents derive. Here, you'll find a detailed breakdown of the Agent class, its attributes, initialization process, and the essential logic that underpins every agent in the framework.
  • A guide to the critical methods within the Agent base class. This is your go-to reference for understanding the functionalities that are indispensable for creating custom agents.
  • Explore the realm of prompts that dictate an agent's behavior and interactions. Grasp how these guiding instructions ensure agents understand their objectives and relay information effectively.
  • Want to build your own agent? Here, you'll learn how to craft custom agents tailored to fit specific needs. Discover how to derive from the base Agent class, override methods, and create corresponding prompt files.
  • Get inspired by exploring some of our module agents. These agents, built using the AgentForge framework, showcase the potential of method overriding and how it can be employed in multi-agent script to implement custom behaviors.
  • Each agent holds the power to tailor the Large Language Models (LLM) settings it employs. This section delves into how agents can utilize default LLMs or opt for specific models fine-tuned for unique tasks, offering flexibility and precision.

Journey through each section to harness the full potential of agents in the AgentForge framework. Happy exploring!