AgentForge Project Overview
AgentForge is an innovative low-code framework developed to streamline the creation, testing, and enhancement of AI-powered autonomous agents and cognitive architectures. This tool stands out for its versatility, allowing developers to leverage different Large Language Model (LLM) APIs, including those from notable providers like OpenAI, Google, and Anthropic, as well as through open-source local models available via platforms such as Ollama or LMStudio.
AgentForge caters to both beginners who are taking their first steps into AI development and experienced programmers looking to construct intricate cognitive systems. It supplies comprehensive tools to formulate intelligent agents that are adaptable to various models and database configurations without being model-specific.
Features
AgentForge is packed with robust features aimed at simplifying the process of building autonomous agents:
- Customizable Agents: Users can easily adapt agents to meet specific needs and scenarios.
- Custom Tools & Actions: The framework allows for the creation of personalized tools and actions to extend the agent's capabilities.
- Dynamic Prompt Templates: Flexibility in prompt formulation is provided, allowing templates to adjust according to different contexts.
- LLM Agnostic Approach: Users can choose which LLM suits their agents, providing the flexibility required for diverse applications.
- Real-Time Prompt Editing: Prompts can be adjusted on-the-fly, meaning users do not need to restart the system to make prompt modifications.
- API Support: Seamless integration with popular AI models through OpenAI, Google's Gemini, and Anthropic's Claude APIs.
- Support for Open-Source Models: Local models can be integrated through both Ollama and LMStudio, widening the scope of use.
Documentation
AgentForge provides exhaustive documentation, making it accessible whether you are a beginner or an advanced user. The documentation includes:
- Installation Guide: Offers a detailed walkthrough for installing AgentForge.
- Usage Guide: Illustrates how to execute agents, design custom agents, and assemble cognitive architectures with practical examples.
- Prerequisites Guide: Lists all requirements and dependencies necessary before installation.
- Troubleshooting Guide: Assists in resolving common issues and platform-specific hurdles.
The documentation further dives into core concepts such as agents, LLM API integration, persona utilization, system settings, tools, actions, and utilities, providing users with the knowledge needed to harness the full potential of AgentForge.
Contributing to AgentForge
AgentForge welcomes community contributions. Interested individuals can report issues, propose improvements, or submit bug fixes via pull requests. Additionally, the project is actively seeking a UI/UX collaborator passionate about open-source development to help build a front-end interface for the framework.
Get in Touch
For anyone interested in contributing or simply wanting to connect, AgentForge provides the following communication channels:
- Email: [email protected]
- Discord: Join their community through Discord to engage with other users and developers.
Licensing
AgentForge is distributed under the GNU General Public License v3.0. Users can refer to the project's LICENSE for further information.
AgentForge represents a significant step forward in making AI development more accessible and versatile, equipping users with a powerful framework to experiment with and deploy autonomous agents effortlessly.