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Core Module

The Core module of Agent Forge lays the groundwork for creating, configuring, and running AI agents. It is central to the framework's operation, housing the primary abstractions and orchestration logic.

Key components and responsibilities within the Core module typically include:

  • AgentForge Class: This is often the main entry point and central orchestrator for the framework. Your application code initializes an AgentForge instance, usually providing it with a default LLM provider. The AgentForge instance is then responsible for:

    • Loading agent definitions (e.g., from YAML files via a method like loadAgent).
    • Managing a ToolRegistry where tools are registered and made available to agents.
    • Potentially managing an MCPManager for integrating tools from external Model Context Protocol servers.
    • Creating and running execution units like individual agents, Workflows, or Teams.

  • Agent Class: The fundamental representation of an AI agent. Each Agent instance encapsulates:

    • Its identity and persona (name, role, description, objective).
    • Configuration for interacting with an LLM (model, temperature, assigned LLM provider instance).
    • A list of tools it can use.
    • The core logic for executing tasks, which involves using its LLM and tools to achieve its objectives.

  • Workflow Class: Enables sequential execution of agents. You add agents as steps in a workflow, and Agent Forge manages the flow of execution and data between them.

  • Team Class: Facilitates hierarchical execution. A Team consists of a manager agent and one or more member agents. The manager delegates tasks to members to achieve a common goal.

  • ToolRegistry: A central repository for all tools available within an AgentForge instance. Agents consult this registry (or are provided tools from it) to perform actions.

  • Configuration Loading: Utilities to parse agent definitions, typically from YAML files (e.g., loadAgentFromYaml or similar functionality within AgentForge).

This section aims to provide detailed documentation for these core classes and their functionalities, including constructors, methods, and properties.

(Specific API details for classes like Agent, AgentForge, Workflow, Team, etc., will be populated based on src/core contents or TypeDoc generation.)