▶️ EXPERIMENT

Sidebar

Lab-Directory

Select your module name. The Lab_directory is defined as AGI_GUI_DIR / "your selected module", where AGIL_LAB_DIR is the variable from ~/.env. If it has not been set, the default value is: "~/agilab/framework/agi-gui"

Dataframe

The relative path of your dataframe. The absolute path will be AGI_EXPORT_DIR / "your input dataframe relative path", where AGI_EXPORT_DIR is the variable from ~/.env. If it has not been set, the default value is: "~/export"

Import notebook

Select the notebook file you want to import in the “Main Content Area”.

This is an optional field in case you are not connected to the internet but want to get some examples to work with.

Open MLFlow

If you have explicitly asked in your query to log the run for MLFlow, you can open the MLFlow UI to extend your experimentation.

Stage-File

This is similar to a cell in a notebook.

Notebook-File

This is the name of the notebook file to export your experimentation.

Save DataFrame

This button will save your dataframe; otherwise, the result of your run will not be persistent.

Save Notebook

This button will save the export in the Notebook-File.

Open Notebook

This will open a new tab with the Notebook-File in Jupyter Notebook.

Main Content Area

ASSISTANT

Enter your query to the online ChatGPT in natural language, and a Python snippet will be generated. See also EDIT/PRE-PROMPT if you want to customize the pre-prompt for your application.

HISTORY

The history of queries for reuse purposes.

FAQ

How do I set my OpenAI API key?

AGILAB reads your key from the environment or its managed ~/.agilab/.env file. Choose one of the following:

• Persist for future runs (recommended)

  echo 'OPENAI_API_KEY=sk-your-key' >> ~/.agilab/.env

• Per-session only

  export OPENAI_API_KEY=sk-your-key

Avoid passing API keys on the command line because they leak into shell history and process listings. From inside the Experiment page, if your key is missing or invalid, an inline helper lets you paste and save it securely; this writes to ~/.agilab/.env and reloads the page.