AgentForge  by DataBassGit

Low-code framework for rapid autonomous agent development

created 2 years ago
682 stars

Top 50.7% on sourcepulse

GitHubView on GitHub
Project Summary

AgentForge is a low-code framework for building and iterating on AI-powered autonomous agents and cognitive architectures. It targets both newcomers and experienced developers, enabling the creation of model-agnostic agents that can leverage various LLMs and custom tools.

How It Works

AgentForge provides a flexible architecture for defining agents with customizable prompts, tools, and personas. It supports integration with major LLM providers (OpenAI, Gemini, Claude) and local models via Ollama/LMStudio. Agents can be orchestrated into multi-agent systems, with memory provided by ChromaDB. The framework allows for on-the-fly prompt editing for rapid iteration.

Quick Start & Requirements

  • Install: pip install agentforge
  • Prerequisites: Python 3.x, LLM API keys or local model setup (Ollama/LMStudio).
  • Documentation: https://agentforge.net/

Highlighted Details

  • Low-code framework for rapid agent development.
  • Supports multiple LLM providers and local models.
  • Extensible with custom tools and actions.
  • ChromaDB for agent memory.

Maintenance & Community

Licensing & Compatibility

  • License: GNU General Public License v3.0 (GPL-3.0).
  • Compatibility: GPL-3.0 is a strong copyleft license, potentially restricting integration with closed-source commercial applications.

Limitations & Caveats

The framework is primarily command-line driven, with an explicit search for UI/UX collaborators indicating a lack of a dedicated front-end. The GPL-3.0 license may impose significant restrictions on commercial use or integration into proprietary software.

Health Check
Last commit

1 month ago

Responsiveness

1 day

Pull Requests (30d)
0
Issues (30d)
0
Star History
47 stars in the last 90 days

Explore Similar Projects

Starred by Chip Huyen Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems) and Robert Stojnic Robert Stojnic(Creator of Papers with Code).

Agent-S by simular-ai

1.2%
6k
Agentic framework for autonomous computer interaction
created 9 months ago
updated 20 hours ago
Feedback? Help us improve.