Add 'See in Code' button next to Reset button

app.py

@@ -958,13 +958,30 @@ with col_output:
     else:
         st.info("Upload data, select categories, and click 'Classify Data' to see results here.")
 
-# Reset button
-if st.button("Reset", type="secondary"):
-    st.session_state.categories = [''] * MAX_CATEGORIES
-    st.session_state.category_count = INITIAL_CATEGORIES
-    st.session_state.task_mode = None
-    st.session_state.extracted_categories = None
-    st.session_state.results = None
-    if hasattr(st.session_state, 'example_loaded'):
-        del st.session_state.example_loaded
-    st.rerun()
+# Bottom buttons
+col_reset, col_code = st.columns(2)
+with col_reset:
+    if st.button("Reset", type="secondary", use_container_width=True):
+        st.session_state.categories = [''] * MAX_CATEGORIES
+        st.session_state.category_count = INITIAL_CATEGORIES
+        st.session_state.task_mode = None
+        st.session_state.extracted_categories = None
+        st.session_state.results = None
+        if hasattr(st.session_state, 'example_loaded'):
+            del st.session_state.example_loaded
+        st.rerun()
+
+with col_code:
+    if st.session_state.results:
+        if st.button("See in Code", use_container_width=True):
+            st.session_state.show_code_modal = True
+
+# Code modal/dialog
+if st.session_state.get('show_code_modal') and st.session_state.results:
+    st.markdown("---")
+    st.markdown("### Reproducibility Code")
+    st.markdown("Use this code to reproduce the classification with the CatLLM Python package:")
+    st.code(st.session_state.results['code'], language='python')
+    if st.button("Close"):
+        st.session_state.show_code_modal = False
+        st.rerun()