INVEST

app.py

@@ -90,7 +90,6 @@ https://www.kaggle.com/datasets/trainingdatapro/20000-customers-reviews-on-banks
     gr.Examples(
       [
         ["having credit card problem"],
-
         ["low interest credit card"],
         ["upset customer"],
         ["what is the password"],
@@ -102,6 +101,14 @@ Description:
 =======
 In today's dynamic financial landscape, the Semantic Similarity Document Search (SSDS) capability is a practical innovation to improve client experience, marketing leads, and sentiment analysis. As a Data Scientist with a decades in the financial industry, I see the value of SSDS in action.
 
+Investment Portfolio Construction/Marketing Leads:
+------
+To enhance marketing strategies, SSDS identifies market trends and consumer preferences, such as the demand for low-interest credit cards. It's a treasure trove for refining our product offerings.
+
+### issue:
+  - low interest credit card
+  - GIC
+  
 Observability/Cyber Security:
 ------
 Proactive Detection: Identify potential fraud threats and vulnerabilities in real-time.
@@ -111,14 +118,6 @@ Customer-Centric Approach: Gain insights into customer concerns, allowing us to
 ### issue:
   - what is the password
 
-Sentiments:
-------
-SSDS tracks customer sentiment, empowering us to swiftly respond to upset customers. It ensures we address their issues promptly, enhancing trust and loyalty.
-With no need for jargon, SSDS delivers tangible value to our fintech operations. It's about staying agile, informed, and customer-centric in a rapidly changing financial world.
-
-### issue:   
-  - upset customer
-
 Client Experience:
 ------
 When a client faces a bad experience, SSDS helps us swiftly locate relevant documents to understand and address their concerns, be it credit card issues, late payment fees, or credit score drops.
@@ -129,12 +128,14 @@ When a client faces a bad experience, SSDS helps us swiftly locate relevant docu
   - late payment fee
   - credit score dropping
   
-Marketing Leads:
+Sentiments:
 ------
-To enhance marketing strategies, SSDS identifies market trends and consumer preferences, such as the demand for low-interest credit cards. It's a treasure trove for refining our product offerings.
+SSDS tracks customer sentiment, empowering us to swiftly respond to upset customers. It ensures we address their issues promptly, enhancing trust and loyalty.
+With no need for jargon, SSDS delivers tangible value to our fintech operations. It's about staying agile, informed, and customer-centric in a rapidly changing financial world.
+
+### issue:   
+  - upset customer
 
-### issue:
-  - low interest credit card
   
     """)