intro

app.py

@@ -20,15 +20,29 @@ head = """
 """
 
 with gr.Blocks(head=head) as demo:
-  with gr.Tab("RAG"):
+  with gr.Tab("Intro"):
     gr.Markdown("""
-Links:
+If you're experiencing declining market share, inefficiencies in your operations, here's how I can help:
+==============
+Marketing/Client Experience
+------------
+- GraphRAG: Models customer-product relationship networks for next-best-action predictions
+- DSPy: Optimizes cross-sell/upsell prompt variations through A/B testing
+
+Risk & Audit
+------------
+- GraphRAG: Maps transactional relationships into dynamic knowledge graphs to detect multi-layered fraud patterns
+- Tool Use: Integrates fraud detection APIs, anomaly scoring models, and regulatory compliance checkers
+- DSPy: Optimizes fraud explanation prompts for regulatory reporting
+- Explainable AI: Intuitive visualization to help stakeholder understand model risk and flaw 
+
+Other Links:
 ------------
 - https://huggingface.co/spaces/kevinhug/clientX
 - https://kevinwkc.github.io/davinci/
-    """)
-
+      """)
 
+  with gr.Tab("RAG"):
     gr.Markdown("""
     Objective: Recommend RBC product based on persona.
     ================================================
@@ -62,19 +76,6 @@ Relevant offers encourage repeat visits and build long-term loyalty.
 
 - Inventory Optimization
 Promotes underperforming products or clears surplus stock with strategic recommendations.
-
-If you're experiencing declining market share or inefficiencies in your operations, here's how I can help:
-==============
-Marketing
-------------
-- GraphRAG: Models customer-product relationship networks for next-best-action predictions
-- DSPy: Optimizes cross-sell/upsell prompt variations through A/B testing
-
-Risk & Audit
-------------
-- GraphRAG: Maps transactional relationships into dynamic knowledge graphs to detect multi-layered fraud patterns
-- Tool Use: Integrates fraud detection APIs, anomaly scoring models, and regulatory compliance checkers
-- DSPy: Optimizes fraud explanation prompts for regulatory reporting
     """)
 
   with gr.Tab("Tool Use"):