Update app.py

app.py

@@ -318,8 +318,46 @@ def create_gradio_app():
                 """)
         with gr.Group():
             with gr.Accordion("📚 IMPORTANT !!!", open=False, elem_id="neuroscope-accordion"):
-                gr.Markdown("""
-                When **no domains are specified**, NeuroScope AI operates with unrestricted web search capabilities, allowing the compound models to autonomously search across the entire internet to find the most relevant and up-to-date information to answer your questions - essentially giving the AI complete freedom to use its agentic tools and search any website it deems helpful. When **domains are specified** (either include or exclude lists), you're essentially putting the AI on a leash - if you specify "include domains" like "arxiv.org, *.edu", the AI can ONLY search those academic sources, making it laser-focused on scholarly content, while "exclude domains" like "wikipedia.org, reddit.com" tells the AI to search everywhere EXCEPT those sites, filtering out potentially unreliable sources. The **🎭 Custom System Prompt** feature allows you to completely override the AI's default personality and behavior - instead of the default creative assistant, you could make it act like a professional business consultant, a coding mentor, a creative writer, or even a specific character, essentially giving you the power to reshape the AI's entire conversational style and expertise focus with a single prompt change.
+                gr.Markdown("""                
+                ### 🔍 **Web Search Behavior in NeuroScope AI**
+                
+                **No Domains Specified:**
+                
+                  - AI operates with **unrestricted web search capabilities**.
+                  - Compound models autonomously search the **entire internet** for the most relevant and up-to-date information.
+                  - AI has complete freedom to use its **agentic tools** and browse **any website** it finds useful.
+                
+                **Include Domains Specified (e.g., `arxiv.org`, `*.edu`):**
+                
+                  - AI is restricted to search **only the specified domains**.
+                  - Acts as a **strict whitelist**, making the AI **laser-focused** on your chosen sources.
+                  - Ensures information is sourced from **preferred or authoritative domains** (e.g., academic or research-focused).
+                
+                **Exclude Domains Specified (e.g., `wikipedia.org`, `reddit.com`):**
+                
+                  - AI searches the entire web **except the listed domains**.
+                  - Useful for **filtering out unreliable or unwanted sources**.
+                  - Allows broad search with **targeted exclusions**.
+                
+                **Both Include and Exclude Domains Specified:**
+                
+                  - **Only the include domains** are used for searching.
+                  - **Exclude list is ignored** because the include list already restricts search scope.
+                  - Guarantees AI pulls content **exclusively from whitelisted domains**, regardless of the excluded ones.
+                
+                ---
+                
+                ### 🎭 **Custom System Prompt Feature**
+                
+                Allows complete override of the AI’s **default personality and behavior**.
+                You can redefine the AI to act as:
+                
+                  - A **professional business consultant**
+                  - A **coding mentor**
+                  - A **creative writer**
+                  - A **specific character or persona**
+                - Provides full control to **reshape the AI’s tone, expertise, and conversational style** with a single prompt.
+
                 """)
         
         # API Key Section