Update app.py

app.py

@@ -2061,7 +2061,7 @@ def build_app():
                         # Builds the agent tab for natural-language ML tasks, generated code, and tool-trace inspection
                         with gr.Tab("03. ML Agent", id="agent"):
                             with gr.Column(elem_classes=["tab-body"]):
-                                gr.HTML('''<div class="section-head"><div class="section-kicker">Machine Learning Agent</div><h2>Turn Dataset Findings Into an ML Plan and Pipeline</h2><p>Agent can inspect the dataset, validate the target framing, train the selected model, compare baselines, and generate a grounded scikit-learn pipeline.</p></div>''')
+                                gr.HTML('''<div class="section-head"><div class="section-kicker">Machine Learning Agent</div><h2>Turn Dataset Findings Into an ML Strategy and Pipeline Code (sci-kit learn)</h2><p>Agent can inspect the dataset, validate the target framing, train the selected model, compare baselines, and generate a grounded scikit-learn pipeline.</p></div>''')
                                 # Configures the agent task prompt field with a comprehensive default machine-learning request
                                 task = gr.Textbox(
                                     label="Machine learning task",