Amoeba

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.

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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

Related Categories

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

Registered

2023-10-30

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