Amoeba is a Linux command-line learning program that observes and adapts to the Linux command line storing learned strings and their usage data. It enhances command-line proficiency by capturing command outputs, adapting string lengths, and periodically saving knowledge. Sandboxing is essential for security, and optionally a virtual machine would further isolates it from the host system. Contributions and improvements are encouraged via the GitHub repository.

Features

  • Learns strings and their usages by capturing stdout and stderr of executed commands.
  • Generates commands based on their previous usefullness in a given position within the executed command.
  • Adapts string length based on performance.
  • Normalizes the learned data to prevent overfitting.

Project Activity

See All Activity >

Categories

Artificial Intelligence, Intelligent Agents, Natural Language Processing (NLP)

License

GNU General Public License version 3.0 (GPLv3)

Follow Amoeba

Amoeba Web Site

Other Useful Business Software
Go From AI Idea to AI App Fast Icon
Go From AI Idea to AI App Fast

One platform to build, fine-tune, and deploy ML models. No MLOps team required.

Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
Try Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of Amoeba!

Additional Project Details

Intended Audience

Developers, Science/Research

User Interface

Command-line, Console/Terminal

Programming Language

C

Related Categories

C Artificial Intelligence Software, C Intelligent Agents, C Natural Language Processing (NLP) Tool

Registered

2023-10-30
Report inappropriate content