Update app.py

app.py

@@ -206,7 +206,6 @@ def weather_report_agent(city):
 ##########################################
 
 with gr.Blocks(theme=gr.themes.Soft(), css="""
-    /* Custom CSS for header and tabs */
     .header {
         background: linear-gradient(90deg, #4ECB71, #FF6B6B);
         padding: 20px;
@@ -231,11 +230,6 @@ with gr.Blocks(theme=gr.themes.Soft(), css="""
     </div>
     """)
 
-    gr.Markdown("""
-    ## Welcome!
-    Explore our comprehensive suite of tools leveraging state-of-the-art AI for business analysis, strategic planning, and real-time insights.
-    """)
-
     with gr.Tabs(selected=0, visible=True):
         with gr.TabItem("🏢 Overview"):
             with gr.Row():
@@ -252,6 +246,18 @@ with gr.Blocks(theme=gr.themes.Soft(), css="""
                     - 📊 In-Depth Data Analytics  
                     - 💻 Custom Software & Multi-Agent Systems  
                     """)
+            
+            # Adding website scraping demo in Overview
+            gr.Markdown("### 🔍 Live Website Analysis Demo")
+            with gr.Row():
+                demo_url = gr.Textbox(
+                    label="Company Website", 
+                    value="https://sletchersystems.com", 
+                    lines=1
+                )
+            demo_scrape_button = gr.Button("🔍 Analyze Website")
+            demo_output = gr.Textbox(label="Website Analysis", lines=10)
+            demo_scrape_button.click(web_scrape_agent, inputs=demo_url, outputs=demo_output)
 
         with gr.TabItem("🌐 Web Research"):
             with gr.Row():
@@ -269,10 +275,10 @@ with gr.Blocks(theme=gr.themes.Soft(), css="""
         with gr.TabItem("📊 Performance"):
             gr.Plot(value=create_performance_comparison())
         
-        with gr.TabItem("💰 ROI "):
+        with gr.TabItem("💰 ROI"):
             gr.Plot(value=create_roi_projection())
         
-        with gr.TabItem("📝 Investment "):
+        with gr.TabItem("📝 Investment"):
             with gr.Row():
                 loan_amount = gr.Number(label="Investment Amount ($)", value=3000, minimum=1000, maximum=10000)
                 interest_rate = gr.Slider(label="Annual Interest Rate (%)", minimum=1, maximum=10, value=5, step=0.5)
@@ -280,19 +286,6 @@ with gr.Blocks(theme=gr.themes.Soft(), css="""
             schedule_output = gr.Textbox(label="Detailed Repayment Schedule", lines=15)
             calculate_button.click(calculate_loan_details, inputs=[loan_amount, interest_rate], outputs=[schedule_output])
         
-        with gr.TabItem("🌐 Web Research"):
-            with gr.Row():
-                url_input = gr.Textbox(label="Enter URL for Analysis", placeholder="https://example.com", lines=1)
-                research_query = gr.Textbox(label="Research Query", placeholder="Enter your research topic", lines=1)
-            with gr.Row():
-                scrape_button = gr.Button("🔍 Scrape Website")
-                research_button = gr.Button("🔎 Research Topic")
-            with gr.Row():
-                scrape_output = gr.Textbox(label="Scraped Content", lines=10)
-                research_output = gr.Textbox(label="Research Results", lines=10)
-            scrape_button.click(web_scrape_agent, inputs=url_input, outputs=scrape_output)
-            research_button.click(research_agent, inputs=research_query, outputs=research_output)
-        
         with gr.TabItem("📋 Report Generator"):
             report_input = gr.Textbox(label="Enter Content for Summary", placeholder="Paste your text here...", lines=10)
             report_button = gr.Button("📝 Generate Report")
@@ -313,23 +306,23 @@ with gr.Blocks(theme=gr.themes.Soft(), css="""
         
         with gr.TabItem("💡 Personal Pitch"):
             gr.Markdown("""
-            ### About Me  
+            ### About Me
             Hi, I'm a seasoned educator with over a decade of experience teaching English across multiple cultures. My passion for technology has driven me to transition into software development full-time. I'm currently on a mission to become a tech founder—skilled in LLM DevOps, cybersecurity, automation, and creating independent AI systems.
 
-            ### My Goals  
-            - **Master Advanced Technologies:** Develop expertise in AI, network architectures, and automation.  
-            - **Innovate:** Build scalable, real-time solutions and multi-agent systems that drive business success.  
+            ### My Goals
+            - **Master Advanced Technologies:** Develop expertise in AI, network architectures, and automation.
+            - **Innovate:** Build scalable, real-time solutions and multi-agent systems that drive business success.
             - **Transform:** Leverage cutting-edge GPU technology to accelerate my projects and push the boundaries of innovation.
 
-            ### The Ask  
+            ### The Ask
             I am seeking funding for a high-performance GPU that will serve as a catalyst for building transformative applications. Your support will not only empower my projects but also pave the way for profitable, real-world solutions.
 
-            **Support My Journey:**  
+            **Support My Journey:**
             If you appreciate a hands-on, developer-to-developer approach and want to help fuel the future of innovation, please consider supporting me on Ko-fi: [care to buy me a coffee? :)](https://ko-fi.com/waynesletcher)
 
             Thank you for believing in my vision and joining me on this transformative journey!
             """)
-    
+
     gr.Markdown("### Thank you for your time and consideration!")
-    
-demo.launch(share=True)
+
+demo.launch(share=True)