Update src/app.py

src/app.py

@@ -336,25 +336,27 @@ with tab2:
         with col_a:
             chunk_strategy = st.selectbox(
                 "Chunking Strategy", 
-                ["paragraph", "token", "page"],
-                help="Paragraph: Standard. Token: Dense text. Page: Forms.",
+                ["paragraph", "token"], # Removed 'page' as it is not implemented in new engine yet
+                help="Paragraph: Standard. Token: Dense text.",
                 key="chunk_selector"
             )
             
             if st.button("📥 Add to Knowledge Base", type="primary"):
                 with st.spinner("Ingesting..."):
-                    # Use Admin or User Key for Vision
-                    key = st.session_state.get("user_openai_key") or OPENAI_KEY
+                    # Note: New engine uses internal Tesseract OCR, not GPT-4o Vision
+                    # so we don't pass vision flags or keys here anymore.
                     
-                    ok, msg = rag_engine.process_and_add_document(
-                        temp_path, st.session_state.username, chunk_strategy, # Pass selected strategy
-                        use_vision=use_vision, api_key=key
+                    ok, msg = rag_engine.ingest_file(
+                        file_path=temp_path, 
+                        username=st.session_state.username, 
+                        strategy=chunk_strategy
                     )
                     
                     if ok:
                         tracker.upload_user_db(st.session_state.username) # Auto-Sync
                         st.success(msg)
-                    else: st.error(msg)
+                    else:
+                        st.error(msg))
 
         # 2. SUMMARIZE
         with col_b: