Update app.py

app.py

@@ -468,8 +468,8 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
     gr.Markdown("## ✍🏾 Wilson Handwritten OCR — with Feedback Loop, Memory & GRPO Export")
 
     model_choice = gr.Radio(choices=list(MODEL_PATHS.keys()),
-                            value=list(MODEL_PATHS.keys())[0],
-                            label="Select OCR Model")
+                             value=list(MODEL_PATHS.keys())[0],
+                             label="Select OCR Model")
 
     with gr.Tab("🖼 Image Inference"):
         query_input = gr.Textbox(label="Custom Prompt (optional)", placeholder="Leave empty for RAW structured output")
@@ -497,7 +497,7 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
             btn_good = gr.Button("👍 Accept (Save Feedback as Correct)", variant="primary")
             btn_bad = gr.Button("👎 Bad (Save Feedback as Incorrect)")
 
-        feedback_status = gr.Markdown()
+        feedback_status = gr.Markdown("")
 
         pdf_btn = gr.Button("⬇️ Download as PDF")
         word_btn = gr.Button("⬇️ Download as Word")
@@ -563,10 +563,10 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
 3) Keep **Enable Memory Post-correction** checked on inference/eval tabs.
         """)
         build_mem_btn = gr.Button("🧠 Build/Refresh Memory from Feedback")
-        mem_status = gr.Markdown()
+        mem_status = gr.Markdown("")
         build_mem_btn.click(fn=compile_memory_rules, outputs=[mem_status])
 
-        csv_status = gr.Markdown()
+        csv_status = gr.Markdown("")
 
         gr.Markdown("---")
         gr.Markdown("### ⬇️ Download Feedback Data")
@@ -575,25 +575,6 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
             download_csv_file = gr.File(label="CSV File")
         download_csv_btn.click(fn=get_csv_file, outputs=download_csv_file)
 
- # ... code for previous tabs ...
-
-    with gr.Tab("✏️ Feedback & Memory"):
-        gr.Markdown(...)
-        build_mem_btn = gr.Button("🧠 Build/Refresh Memory from Feedback")
-        mem_status = gr.Markdown()
-        build_mem_btn.click(fn=compile_memory_rules, outputs=[mem_status])
-
-        csv_status = gr.Markdown()
-
-        gr.Markdown("---")
-        gr.Markdown("### ⬇️ Download Feedback Data")
-        with gr.Row():
-            download_csv_btn = gr.Button("⬇️ Download Feedback as CSV")
-            download_csv_file = gr.File(label="CSV File")
-        download_csv_btn.click(fn=get_csv_file, outputs=download_csv_file)
-
-    # Make sure this line is indented correctly, aligning with the other `with gr.Tab` blocks.
-    # It should have the same indentation as the "📊 Model Evaluation" and "✏️ Feedback & Memory" tabs.
     with gr.Tab("🧪 GRPO / Dataset"):
         gr.Markdown("""
         **GRPO Fine-tuning** (run offline or in a training Space):
@@ -607,13 +588,12 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
         Set BASE_MODEL/OUTPUT_DIR env vars if you like.
         ```""")
         
-        # All of these components must also be indented correctly under this `with` block.
         grpo_btn = gr.Button("📦 Export GRPO Preferences")
-        grpo_status = gr.Markdown()
+        grpo_status = gr.Markdown("")
         grpo_btn.click(fn=export_grpo_preferences, outputs=[grpo_status])
         
         write_script_btn = gr.Button("📝 Write grpo_train.py")
-        write_script_status = gr.Markdown()
+        write_script_status = gr.Markdown("")
         write_script_btn.click(fn=lambda: f"✅ Trainer script written to {_write_trainer_script()}", outputs=[write_script_status])
         
         gr.Markdown("---")