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AgentForge: Open Source AI Agent Framework for Building Cognitive Architectures AgentForge is an open-source framework designed to simplify the process of developing intelligent agents. Whether you're working on autonomous systems, task automation, or research projects, AgentForge provides a robust and modular foundation for creating agents that can perceive, reason, and act independently. What is AgentForge? At its core, AgentForge is a framework for building and managing intelligent agents. It provides developers with a structured environment to define agent behavior, manage workflows, and integrate various components without the need to reinvent the wheel. AgentForge offers a streamlined approach to building agents that work the way you want them to. The framework is designed to be flexible and extensible, allowing users to tailor their agents to meet specific requirements. The framework emphasizes modularity and customization, allowing you to assemble agents from reusable components rather than starting from scratch each time. Why We Built It The world of AI agents is evolving rapidly, but building effective, reliable agents remains challenging. We created AgentForge to democratize agent development and give developers the tools to experiment, iterate, and deploy without getting bogged down in boilerplate code or complex architectures. Getting Started AgentForge makes it simple to define your agent's capabilities, memory systems, and decision-making processes. The framework handles the complex orchestration between components, letting you focus on what makes your agent effective. Core Architecture AgentForge's architecture is built around a flexible component system that allows developers to mix and match different functional modules. Our directory structure reflects this modular approach, with clear separation between agents, tools, personas, and supporting infrastructure. Agents Module The Agents module forms the heart of AgentForge, providing the foundational structures for creating intelligent autonomous agents. We've designed this system to be both powerful and accessible, allowing developers to: Create agents with different cognitive capabilitie Configure memory systems for contextual awareness Define specialized agent roles for specific domains Implement multi-agent coordination for complex tasks Per-prompt LLM setting overrides Our agent architecture supports both simple reactive agents and sophisticated planning-based agents, depending on your application requirements. The modular design allows you to start simple and incrementally add complexity as your project evolves. Persona System One of our most distinctive features is the Persona system, which allows agents to adopt different interaction styles and behaviors. This system enables: Creating agents with consistent personalities Designing specific communication styles for different user needs Implementing role-based behaviors for specialized tasks Maintaining context-appropriate responses across interactions The Persona system is particularly valuable for customer-facing applications where the agent's communication style significantly impacts user experience. Tools and Actions Framework Our ToolsAndActions module provides a comprehensive library of capabilities that agents can leverage, including: Text processing and natural language understanding Data analysis and transformation function Web browsing and information retrieval File system operations and document processing Mathematical and logical reasoning capabilities These tools can be combined in novel ways, allowing agents to solve complex problems by chaining together simpler operations. The framework handles tool execution, error handling, and result processing automatically. Join the Community We're building AgentForge in the open, and we'd love for you to be part of the journey. Check out our website at agentforge.net for more information, or join our Discord Community and connect with the developers. Whether you're looking to automate tasks, create interactive experiences, or explore the frontiers of agent-based AI, we hope AgentForge provides the tools you need to bring your ideas to life. Happy building!

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