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

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Categories

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

License

GNU General Public License version 3.0 (GPLv3)

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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
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