Update app.py

app.py

@@ -158,9 +158,16 @@ def run_inference_and_analysis(task, system_prompt, input_text, temperature, top
 # Gradio interface
 def gradio_interface():
     with gr.Blocks(theme=gr.themes.Base(), title="Prompt Engineering and LLM Studio") as demo:
-          gr.Markdown(
+         gr.Markdown(
+        """
+        <div style= margin-bottom: 20px;">
+            <img src="https://raw.githubusercontent.com/pixeltable/pixeltable/main/docs/source/data/pixeltable-logo-large.png" alt="Pixeltable" style="max-width: 150px;" />
+            <h2>Text and Image similarity search on video frames with embedding indexes</h2>
+        </div>
+        """
+    ) 
+        gr.Markdown(
                 """
-                <img src="https://raw.githubusercontent.com/pixeltable/pixeltable/main/docs/source/data/pixeltable-logo-large.png" alt="Pixeltable" width="20%" /></img>
                 # Prompt Engineering and LLM Studio
 
                 This application demonstrates how [Pixeltable](https://github.com/pixeltable/pixeltable) can be used for rapid and incremental prompt engineering 
@@ -216,7 +223,7 @@ def gradio_interface():
                   submit_btn = gr.Button("Run Inference and Analysis")
 
                   with gr.Tabs():
-                    with gr.Tab("Prompt Intput"):
+                    with gr.Tab("Prompt Input"):
                         history = gr.Dataframe(
                             headers=["Task", "System Prompt", "Input Text", "Timestamp"],
                             wrap=True
@@ -265,22 +272,7 @@ def gradio_interface():
                       "The new restaurant downtown exceeded all my expectations. The food was exquisite, the service impeccable, and the ambiance was perfect for a romantic evening. I can't wait to go back!",
                       0.3, 0.95, 200, None, "", None, False],
                       
-                      # Example 2: Code Explanation
-                      ["Code Explanation",
-                      "You are an expert programmer. Explain the given code snippet in simple terms, highlighting its purpose, key components, and potential improvements.",
-                      """
-                      def quicksort(arr):
-                          if len(arr) <= 1:
-                              return arr
-                          pivot = arr[len(arr) // 2]
-                          left = [x for x in arr if x < pivot]
-                          middle = [x for x in arr if x == pivot]
-                          right = [x for x in arr if x > pivot]
-                          return quicksort(left) + middle + quicksort(right)
-                      """,
-                      0.7, 0.9, 400, 100, "In conclusion,", 42, True],
-                      
-                      # Example 3: Creative Writing
+                      # Example 2: Creative Writing
                       ["Story Generation",
                       "You are a creative writer. Generate a short, engaging story based on the given prompt. Include vivid descriptions and an unexpected twist.",
                       "In a world where dreams are shared, a young girl discovers she can manipulate other people's dreams.",