Update app.py

app.py

@@ -1067,7 +1067,7 @@ Upload a PDF, TXT, or DOCX file to get a concise, structured summary of its cont
 """
 demo_description5 = """
 **Context**:
-This demo presents a GPT-style Multi-Agent AI Assistant, built with **LangChain, CrewAI**, and **RAG (Retrieval-Augmented Generation)**.The system automatically understands your intent and routes the query to the best expert agent, enabling dynamic **multi-agent orchestration**.
+This demo presents a GPT-style Multi-Agent AI Assistant, built with **LangChain, CrewAI**, and **RAG (Retrieval-Augmented Generation)**. The system automatically understands your intent and routes the query to the best expert agent, enabling dynamic **multi-agent orchestration**.
 
 **Supported features**:
 - 📄 **Document Summarisation** (PDF, DOCX, TXT)
@@ -1087,27 +1087,29 @@ This demo presents a GPT-style Multi-Agent AI Assistant, built with **LangChain,
 6. If I earn $15 per hour and work 8 hours a day for 5 days, how much will I earn? | What is 5 * 22.5 / sin(45) | 3^3 + 4^2 | Calculate 25 * log(1000) | What is the square root of 144 *(→ Math Agent)*
 7. Who are you? | What can you do? | What is the meaning of life? *(→ General Chat Agent)*
 
-Feel free to upload a document and ask related questions, or just type a question directly—no file upload required.
-*Note: CSV file analysis and auto visualisation is coming soon.*
+Feel free to upload a document and ask related questions, or just type a question directly—no file upload required. *Note: CSV file analysis and auto visualisation is coming soon.*
 """
 
 demo = gr.TabbedInterface(
     interface_list=[
         gr.Interface(
-            fn=rag_llama_qa,
-            inputs="text",
+            fn=multi_agent_chat_advanced,
+            inputs=[
+                gr.Textbox(label="Enter your query"),
+                gr.File(label="Upload file (CSV, PDF, TXT, DOCX)", file_count="single")
+            ],
             outputs="text",
-            title="Biden Q&A (LLaMA RAG)",
+            title="Multi-Agent AI Assistant",
             allow_flagging="never",
-            description=demo_description
+            description=demo_description5
         ),
         gr.Interface(
-            fn=rag_gpt4_qa,
-            inputs="text",
+            fn=document_summarize,
+            inputs=[gr.File(label="Upload PDF, TXT, or DOCX")],
             outputs="text",
-            title="Biden Q&A (GPT-4 RAG)",
+            title="Document Summarisation",
             allow_flagging="never",
-            description=demo_description2
+            description=demo_description4
         ),
         gr.Interface(
             fn=upload_and_chat,
@@ -1118,31 +1120,28 @@ demo = gr.TabbedInterface(
             description=demo_description3
         ),
         gr.Interface(
-            fn=document_summarize,
-            inputs=[gr.File(label="Upload PDF, TXT, or DOCX")],
+            fn=rag_gpt4_qa,
+            inputs="text",
             outputs="text",
-            title="Document Summarisation",
+            title="Biden Q&A (GPT-4 RAG)",
             allow_flagging="never",
-            description=demo_description4
+            description=demo_description2
         ),
         gr.Interface(
-            fn=multi_agent_chat_advanced,
-            inputs=[
-                gr.Textbox(label="Enter your query"),
-                gr.File(label="Upload file (CSV, PDF, TXT, DOCX)", file_count="single")
-            ],
+            fn=rag_llama_qa,
+            inputs="text",
             outputs="text",
-            title="Multi-Agent AI Assistant",
+            title="Biden Q&A (LLaMA RAG)",
             allow_flagging="never",
-            description=demo_description5
-        )
+            description=demo_description
+        ),
     ],
     tab_names=[
-        "Biden Q&A (LLaMA RAG)",
-        "Biden Q&A (GPT-4 RAG)",
-        "Your Docs Q&A (Upload + GPT-4 RAG)",
+        "Multi-Agent AI Assistant",
         "Document Summarisation",
-        "Multi-Agent AI Assistant"
+        "Your Docs Q&A (Upload + GPT-4 RAG)",
+        "Biden Q&A (GPT-4 RAG)",
+        "Biden Q&A (LLaMA RAG)"
     ],
     title="Smart RAG + Multi-Agent Assistant (with Web + Document AI)"
 )