diff --git a/skore/src/skore/__init__.py b/skore/src/skore/__init__.py
index 14e06e4fc4..f9af5c29f4 100644
--- a/skore/src/skore/__init__.py
+++ b/skore/src/skore/__init__.py
@@ -37,6 +37,7 @@
 from skore._sklearn._plot.inspection.permutation_importance import (
     PermutationImportanceDisplay,
 )
+from skore._utils._environment import is_environment_notebook_like
 from skore._utils._patch import setup_jupyter_display
 from skore._utils._show_versions import show_versions
 
@@ -54,20 +55,18 @@
     )
 
 
+__version__ = version("skore")
 __all__ = [
     "Check",
-    "CoefficientsDisplay",
-    "DiagnosticDisplay",
     "CheckNotApplicable",
+    "CoefficientsDisplay",
     "ComparisonReport",
-    "compare",
     "ConfusionMatrixDisplay",
     "CrossValidationReport",
+    "DiagnosticDisplay",
     "Display",
     "EstimatorReport",
-    "evaluate",
     "ImpurityDecreaseDisplay",
-    "TrainTestSplit",
     "MetricsSummaryDisplay",
     "PermutationImportanceDisplay",
     "PrecisionRecallCurveDisplay",
@@ -75,7 +74,11 @@
     "Project",
     "RocCurveDisplay",
     "TableReportDisplay",
+    "TrainTestSplit",
+    "compare",
     "configuration",
+    "console",
+    "evaluate",
     "login",
     "show_versions",
     "train_test_split",
@@ -87,14 +90,11 @@
 logger.setLevel(INFO)
 
 
-skore_console_theme = Theme(
-    {
-        "repr.str": "cyan",
-        "rule.line": "orange1",
-        "repr.url": "orange1",
-    }
+console = Console(
+    width=88,
+    theme=Theme({"repr.str": "cyan", "rule.line": "orange1", "repr.url": "orange1"}),
+    # FIXME:
+    # Force `force_jupyter` on Jupyterlite.
+    # Waiting for the merge of https://github.com/Textualize/rich/pull/4104.
+    force_jupyter=(is_environment_notebook_like() or None),
 )
-
-
-console = Console(theme=skore_console_theme, width=88)
-__version__ = version("skore")
diff --git a/skore/src/skore/_utils/_environment.py b/skore/src/skore/_utils/_environment.py
index db6b81ce35..905790b550 100644
--- a/skore/src/skore/_utils/_environment.py
+++ b/skore/src/skore/_utils/_environment.py
@@ -22,16 +22,21 @@ def get_environment_info() -> dict[str, Any]:
     try:
         # get_ipython() is defined when running in Jupyter or IPython
         # there is no need to import IPython here
-        shell = get_ipython().__class__.__name__  # type: ignore
+        ipython = get_ipython()  # type: ignore[name-defined]
+    except NameError:
+        pass
+    else:
+        shell = ipython.__class__.__name__
+
         env_info["details"]["ipython_shell"] = shell
 
-        if shell == "ZMQInteractiveShell":  # Jupyter notebook/lab
+        # Jupyter notebook/lab or Jupyterlite
+        if (shell == "ZMQInteractiveShell") or ("pyodide" in str(ipython.__class__)):
             env_info["is_jupyter"] = True
             env_info["environment_name"] = "jupyter"
-        elif shell == "TerminalInteractiveShell":  # IPython terminal
+        # IPython terminal
+        elif shell == "TerminalInteractiveShell":
             env_info["environment_name"] = "ipython_terminal"
-    except NameError:
-        pass
 
     if "VSCODE_PID" in os.environ:
         env_info["is_vscode"] = True
diff --git a/skore/src/skore/_utils/_progress_bar.py b/skore/src/skore/_utils/_progress_bar.py
index 4dfc6bf264..9a1f22b963 100644
--- a/skore/src/skore/_utils/_progress_bar.py
+++ b/skore/src/skore/_utils/_progress_bar.py
@@ -2,14 +2,7 @@
 from operator import length_hint
 from typing import Any, TypeVar
 
-from rich.progress import (
-    BarColumn,
-    Progress,
-    SpinnerColumn,
-    TextColumn,
-)
-
-from skore._config import configuration
+from rich.progress import BarColumn, Progress, SpinnerColumn, TextColumn
 
 T = TypeVar("T")
 
@@ -18,6 +11,9 @@ class ProgressBar:
     """Simplified progress bar based on ``rich.Progress``."""
 
     def __init__(self, description: str, total: float | None):
+        from skore import console
+        from skore._config import configuration
+
         progress = Progress(
             SpinnerColumn(),
             TextColumn("[bold cyan]{task.description}"),
@@ -27,6 +23,7 @@ def __init__(self, description: str, total: float | None):
                 pulse_style="orange1",
             ),
             TextColumn("[orange1]{task.percentage:>3.0f}%"),
+            console=console,
             expand=False,
             transient=True,
             disable=(not configuration.show_progress),