AgentForge  by DataBassGit

Low-code framework for rapid autonomous agent development

Created 2 years ago
704 stars

Top 48.5% on SourcePulse

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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
14 stars in the last 30 days

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