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GitHub - turing-machines/mentals-ai: Cognitive language agents 🧠 From strings to algorithms. From algorithms to agents.

Jun 07, 2024 - github.com
Mentals AI is a tool designed to create and operate AI agents using markdown syntax, focusing on the agent's logic without the need for underlying code. It features loops, memory, and various tools, and allows for the creation of agents of any complexity. Unlike other platforms, Mentals AI serves as a blank canvas, enabling the creation and integration of your own reasoning frameworks. It also supports complex sequences and networks of various reasoning frameworks.

The tool uses a recursive loop for decision-making, and its control flow is fully expressed in natural language, enabling the creation of semantic conditions. It also includes a short-term memory feature for storing intermediate results. The tool is compatible with OpenAI API and has a roadmap for future features including a web UI, vector database tools, and agent's experience. To get started, users need an OpenAI API key and to install certain dependencies.

Key takeaways:

  • Mentals AI is a tool designed for creating and operating AI agents using markdown syntax, focusing on the agent's logic without the need to write underlying code.
  • It distinguishes itself from other frameworks by operating through a recursive loop, allowing the creation of complex agents using Markdown, and serving as a blank canvas for the creation and integration of your own reasoning frameworks.
  • The agent file is a textual description of the agent instructions with a .gen extension, and each instruction has its own working memory or context.
  • Mentals AI also allows for the storage of intermediate results from an agent's activities in a short-term memory, which can then be used for further reasoning.
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