diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..0cd8f35
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,16 @@
+from setuptools import setup, find_packages
+
+setup(
+    name='vfrecovery',
+    version='2.0',
+    packages=find_packages(),
+    include_package_data=True,
+    install_requires=[
+        'Click',
+    ],
+    entry_points={
+        'console_scripts': [
+            'vfrecovery = vfrecovery.command_line_interface.virtualfleet_recovery:base_command_line_interface',
+        ],
+    },
+)
\ No newline at end of file
diff --git a/vfrecovery/__init__.py b/vfrecovery/__init__.py
index 1f36d3d..f6db858 100644
--- a/vfrecovery/__init__.py
+++ b/vfrecovery/__init__.py
@@ -1,2 +1,4 @@
-# from importlib.metadata import version
-# __version__ = version("vfrecovery")
+from importlib.metadata import version
+__version__ = version("vfrecovery")
+
+from vfrecovery.python_interface.predict import predict
diff --git a/vfrecovery/command_line_interface/__init__.py b/vfrecovery/command_line_interface/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/vfrecovery/command_line_interface/group_describe.py b/vfrecovery/command_line_interface/group_describe.py
new file mode 100644
index 0000000..2b1069f
--- /dev/null
+++ b/vfrecovery/command_line_interface/group_describe.py
@@ -0,0 +1,28 @@
+import click
+
+
+@click.group()
+def cli_group_describe() -> None:
+    pass
+
+@cli_group_describe.command(
+    "describe",
+    short_help="Describe VirtualFleet-Recovery predictions",
+    help="""
+    Returns data about an existing VirtualFleet-Recovery prediction
+    
+    Data could be a JSON file, specific metrics or images
+    """,
+    epilog="""
+    Examples:
+
+    \b
+    vfrecovery describe 6903091 112
+    """,  # noqa
+ )
+@click.argument('WMO')
+@click.argument('CYC')
+def describe(
+        wmo: int,
+        cyc: int):
+    click.echo(f"Return description for {wmo} {cyc}")
\ No newline at end of file
diff --git a/vfrecovery/command_line_interface/group_predict.py b/vfrecovery/command_line_interface/group_predict.py
new file mode 100644
index 0000000..c3ec036
--- /dev/null
+++ b/vfrecovery/command_line_interface/group_predict.py
@@ -0,0 +1,39 @@
+import click
+from typing import Union, List
+from vfrecovery.core_functions.predict import predict_function
+
+@click.group()
+def cli_group_predict() -> None:
+    pass
+
+@cli_group_predict.command(
+    "predict",
+    short_help="Execute VirtualFleet-Recovery predictions",
+    help="""
+    Execute VirtualFleet-Recovery predictor and return results as a JSON string
+    """,
+    epilog="""
+    Examples:
+
+    \b
+    vfrecovery predict 6903091 112
+    """,  # noqa
+ )
+@click.option(
+    "-n", "--n_predictions",
+    type=int,
+    required=False,
+    default=1,
+    show_default=True,
+    is_flag=False,
+    help="Number of profiles to simulate",
+)
+@click.argument('WMO')
+@click.argument('CYC', nargs=-1)
+def predict(
+        wmo: int,
+        cyc: Union[int, List],
+        n_predictions) -> None:
+    # click.echo(f"Prediction for {wmo} {cyc}")
+    results = predict_function(wmo, cyc, n_predictions=n_predictions)
+    click.echo(results)
diff --git a/vfrecovery/command_line_interface/virtualfleet_recovery.py b/vfrecovery/command_line_interface/virtualfleet_recovery.py
new file mode 100644
index 0000000..b38adac
--- /dev/null
+++ b/vfrecovery/command_line_interface/virtualfleet_recovery.py
@@ -0,0 +1,24 @@
+import click
+
+from vfrecovery.command_line_interface.group_describe import cli_group_describe
+from vfrecovery.command_line_interface.group_predict import cli_group_predict
+
+@click.command(
+    cls=click.CommandCollection,
+    sources=[
+        cli_group_describe,
+        cli_group_predict,
+    ],
+    context_settings=dict(help_option_names=["-h", "--help"]),
+)
+@click.version_option(None, "-V", "--version", package_name="vfrecovery")
+def base_command_line_interface():
+    pass
+
+
+def command_line_interface():
+    base_command_line_interface(windows_expand_args=False)
+
+
+if __name__ == "__main__":
+    command_line_interface()
diff --git a/vfrecovery/core_functions/__init__.py b/vfrecovery/core_functions/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/vfrecovery/core_functions/predict.py b/vfrecovery/core_functions/predict.py
new file mode 100644
index 0000000..7049385
--- /dev/null
+++ b/vfrecovery/core_functions/predict.py
@@ -0,0 +1,21 @@
+
+def predict_function(
+        wmo: int,
+        cyc: int,
+        n_predictions: int = 1,
+):
+    """
+    Execute VirtualFleet-Recovery predictor and return results as a JSON string
+
+    Inputs
+    ------
+    wmo
+    cyc
+    n_predictions
+
+    Returns
+    -------
+    data
+
+    """  # noqa
+    return {'wmo': wmo, 'cyc': cyc}
diff --git a/vfrecovery/python_interface/predict.py b/vfrecovery/python_interface/predict.py
new file mode 100644
index 0000000..da128b9
--- /dev/null
+++ b/vfrecovery/python_interface/predict.py
@@ -0,0 +1,29 @@
+import json
+from vfrecovery.core_functions.predict import predict_function
+
+
+def predict(
+        wmo: int,
+        cyc: int,
+        n_predictions,
+):
+    """
+    Execute VirtualFleet-Recovery predictor and return results as a JSON string
+    
+    Inputs
+    ------
+    wmo
+    cyc
+    n_predictions
+    
+    Returns
+    -------
+    data
+        
+    """  # noqa
+    results_json = predict_function(
+        wmo, cyc,
+        n_predictions=n_predictions,
+    )
+    results = json.loads(results_json)
+    return results