It is a project titled "Natural Language-Based Societies of Mind (NLSOM)" that explores the concept of intelligence through diverse, interconnected agents working collaboratively in a natural language-based framework.
It is a project titled “Natural Language-Based Societies of Mind (NLSOM)” that explores the concept of intelligence through diverse, interconnected agents working collaboratively in a natural language-based framework. Inspired by Marvin Minsky’s “Society of Mind” theory, the project emphasizes that intelligence arises from the collective diversity of agents rather than a single principle. The NLSOM framework includes societies and communities of agents that interact and self-organize to achieve intelligent behavior.
The project provides a technical implementation of the NLSOM concept, offering three installation methods: CONDA, PIP, and manual configuration. Users are required to set up API keys, including a mandatory OpenAI API key, to enable functionality. The framework supports two versions of NLSOM and Mindstorm: v1.0, which relies on hardcoded logic, and v2.0, which enables self-organization and automatic Mindstorm processes. Future work (v3.0) aims to introduce reinforcement learning, an “Economy of Minds,” and self-improvement mechanisms.
The project utilizes code from open-source repositories such as Langchain, BabyAGI, TaskMatrix, DataChad, and Streamlit, and integrates with platforms like Hugging Face and ModelScope. It is hosted on GitHub under the repository “metauto-ai/NLSOM,” where users can access installation instructions, usage guidelines, and acknowledgments. The project encourages feedback and contributions, with a focus on advancing natural language-based collaborative intelligence.
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