Agentic Data Generation Toolkit is designed to provide an easy to use interface for both a human user as well as an Agent. The primary purpose of this Toolkit is to provide a framework for experimentation with Agents that generate data. The framework provides all the automation needed to excute a scenario while providing the user with both consistent measurements across scenarios as well as tracking and reporting of results.
- A "lab journal" which can be invoked through an experiment.
- Reports saved to disk of both preview and results of an experiment.
- extensible architecture. The framework is designed to be extensible on load and during execution.
To install adgtk please use the following command:
To install the package, you can use pip:
pip install adgtkIf you wish to clone the repository and install the package manually, you can do so by following these steps:
- active your virtual environment.
- Download the project from https://github.com/fred78108/adgtk.
- from the root folder of adgtk, run the following command:
(.venv) $ python -m pip install -e .This will let you modify your copy of adgtk and evaluate the results. This is useful for development of your own version of adgtk.
ADGTK is designed to be run from the command line. The primary command is adgtk-mgr. This command is used to manage the toolkit. The command has a number of subcommands that are used to manage the toolkit.
adgtk-mgr [options]
Commands:
project : Project management (create, destroy)
experiment : Experiment operations (create, run, list, preview)
factory : List Factory or if include a group the group listing
options:
-h, --help show a help message and exits
-f FILE, --file FILE override the settings file with this file
--version show program's version number and exit
--yaml Use YAML format when creating the project settings file
Project
-------
$ adgtk-mgr project create example1 Creates a new project called example1
$ adgtk-mgr project destroy example1 deletes the example1 project
Experiment
----------
$ adgtk-mgr experiment list lists all available experiments
$ adgtk-mgr experiment create Starts a wizard to build an experiment
$ adgtk-mgr experiment create exp1 Starts a wizard to build an experiment with the name exp1
$ adgtk-mgr experiment run via a menu select and run an experiment
$ adgtk-mgr experiment run exp1 Run exp1
Factory
-------
$ adgtk-mgr factory Lists available factory blueprints
$ adgtk-mgr factory agent Lists agent factory blueprints