Update app.py

app.py

@@ -492,22 +492,20 @@ with st.sidebar:
     st.title("About")
     st.markdown(
         """
-        This app is inspired by the [RAG_HW HuggingFace Space](https://huggingface.co/spaces/wint543/RAG_HW).  
-        It allows users to upload documents, generate summaries, ask questions, and create podcasts.
+        This app users to upload documents, generate summaries and stories, ask questions, and create podcasts in multiple languages.
         """
     )
     st.markdown("### Steps:")
     st.markdown("1. Upload documents.")
     st.markdown("2. Generate summary.")
     st.markdown("3. Ask questions.")
+    st.markdown("2. Generate stories.")
     st.markdown("4. Create podcast.")
 
-    st.markdown("### Credits:")
-    st.markdown("Image Source: [Geeksforgeeks](https://www.geeksforgeeks.org/how-to-convert-document-into-podcast/)")
 
 # Streamlit UI
-st.title("Document Analyzer & Podcast Generator")
-st.image("./cover_image.png", use_container_width=True)
+st.title("Knowledge Explorer")
+st.image("./cover_image_1.png", use_container_width=True)
 
 # Embedding model selector (main screen)
 st.subheader("Embedding Model Selection")
@@ -553,32 +551,6 @@ if st.button("Generate Summary"):
                 st.text_area("Document Summary", summary, height=250)
                 st.success("Summary generated successfully!")
 
-                # Automatically generate Mind Map after summary
-                st.markdown("### 🧠 Mind Map of the Summary")
-
-                mindmap_prompt = f"""
-                A hand-drawn colorful mind map diagram, educational style, clear hierarchy.
-                Language: {summary_language}
-                Topic: Research Summary
-                ├── ABSTRACT
-                ├── CONTRIBUTIONS
-                ├── RESULTS
-                ├── CONCLUSION
-                ├── LIMITATIONS
-                └── FUTURE WORK
-                """
-
-                mindmap_image, _ = infer(
-                    prompt=mindmap_prompt,
-                    seed=42,
-                    randomize_seed=True,
-                    width=1024,
-                    height=1024,
-                    num_inference_steps=4
-                )
-
-                st.image(mindmap_image, caption="Mind Map Diagram", use_column_width=True)
-
             else:
                 st.error("Failed to generate summary.")
     else: