AI-driven task automation system
Project description
AgentForge
AgentForge is a low-code framework designed for rapid development, testing, and iteration of AI-powered autonomous agents and cognitive architectures. Compatible with a range of LLM models—including OpenAI, Google's Gemini, Anthropic's Claude, and local models via Ollama or LMStudio—it offers the flexibility to run different models for different agents based on your specific needs.
Whether you're a newcomer seeking an easy entry point or a seasoned developer aiming to build complex cognitive architectures, AgentForge provides the tools you need to craft intelligent, model-agnostic, and database-flexible autonomous agents.
Table of Contents
Features
Easily build agents or cognitive architectures (multi-agent scripts) with the following AgentForge functionality:
- Customizable Agents: Tailor agents to fit your specific use cases with ease.
- Custom Tools & Actions: Extend functionality by creating custom tools and actions.
- Dynamic Prompt Templates: Utilize flexible prompt templates that adapt to various contexts.
- LLM Agnostic Agents: Run different agents with different LLMs as per your requirements.
- On-The-Fly Prompt Editing: Modify prompts in real-time without restarting the system.
- OpenAI, Google & Anthropic API Support: Seamlessly integrate with popular LLM APIs.
- Open-Source Model Support: Leverage local models through Ollama and LMStudio.
Documentation
Welcome to the AgentForge framework documentation. This comprehensive guide supports you whether you're just getting started or diving deep into custom configurations and advanced features.
Getting Started
- Installation Guide: Step-by-step instructions to install AgentForge.
- Using AgentForge: Learn how to run agents, create custom agents, and build cognitive architectures with examples.
- Prerequisites Guide: Details all pre-installation requirements and dependencies.
- Troubleshooting Guide: Find solutions to common issues and platform-specific problems.
Core Concepts
- Agents: Dive deep into the world of agents. Learn how they operate, respond, and can be customized.
- LLM API Integration: Understand how AgentForge connects with various Large Language Model (LLM) APIs.
- Personas: Utilize personas to encapsulate information accessible to the agents, acting as a resource of knowledge.
- Settings: Delve into the model, storage, and system configurations to tweak the behavior of the system.
- Tools & Actions: Discover the system's toolbox and learn how to choreograph tools into actionable sequences.
- Utilities: Explore utility functions and tools that enhance the system's capabilities.
Contributing
Feel free to open issues or submit pull requests with improvements or bug fixes. Your contributions are welcome!
Special Note
We're on the lookout for a UI/UX collaborator who's passionate about open-source and wants to help develop a front-end for this framework. This isn't a job offer, but rather an invitation to be a part of something cool. Interested? We'd love to chat! (See the Contact Us section below for details.)
Contact Us
If you're keen on contributing or just want to reach out, here's how to get in touch:
- Email: contact@agentforge.net
- Discord: Join our Discord Server
License
This project is licensed under the GNU General Public License v3.0. See LICENSE for more details.
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