Update app.py

app.py

@@ -4,29 +4,26 @@ from huggingface_hub import InferenceClient
 # Initialize the Hugging Face Inference Client
 client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
 
-def explain_code(
-    code_snippet,
-    system_message,
-    max_tokens,
-    temperature,
-    top_p
-):
-    # Prepare messages for the model
-    messages = [{"role": "system", "content": system_message}]
-    messages.append({
-        "role": "user",
-        "content": f"Please provide a detailed explanation of the following code snippet:\n```{code_snippet}```"
-    })
-
+def explain_code(code_snippet):
+    # Prepare a basic system message
+    system_message = "You are an expert assistant that explains Python code snippets clearly and concisely."
     response = ""
+    
     try:
+        # Prepare the messages for the model
+        messages = [{"role": "system", "content": system_message}]
+        messages.append({
+            "role": "user",
+            "content": f"Please provide a detailed explanation of the following code snippet:\n```{code_snippet}```"
+        })
+
         # Generate the response using the model
         for msg in client.chat_completion(
             messages,
-            max_tokens=max_tokens,
+            max_tokens=2047,
             stream=True,
-            temperature=temperature,
-            top_p=top_p
+            temperature=0.7,
+            top_p=0.95
         ):
             token = msg["choices"][0]["delta"]["content"]
             response += token
@@ -35,28 +32,13 @@ def explain_code(
 
     return response
 
-# Example inputs
-examples = [
-    ["x = 5\nprint(x)"],
-    ["def add(a, b):\n    return a + b\nresult = add(2, 3)\nprint(result)"],
-    ["for i in range(5):\n    print(i)"],
-    ["if x > 0:\n    print('Positive')\nelse:\n    print('Non-positive')"],
-    ["squares = [i**2 for i in range(10)]\nprint(squares)"]
-]
-
-# Create the Gradio Interface
+# Create the Gradio Interface with only the necessary components
 demo = gr.Interface(
     fn=explain_code,
-    inputs=[
-        gr.Textbox(placeholder="Enter your code snippet here...", label="Code Snippet", lines=10),
-        gr.Textbox(value="You are an expert assistant that explains Python code snippets clearly and concisely.", label="System message"),
-        gr.Slider(1, 2048, 512, step=1, label="Max new tokens"),
-        gr.Slider(0.1, 4.0, 0.7, step=0.1, label="Temperature"),
-        gr.Slider(0.1, 1.0, 0.95, step=0.05, label="Top-p (nucleus sampling)")
-    ],
+    inputs=gr.Textbox(placeholder="Enter your code snippet here...", label="Code Snippet", lines=10),
     outputs=gr.Textbox(label="Explanation Here", lines=10),
-    examples=examples,
-    title="Python Code Explainer"
+    title="Python Code Explainer",
+    theme="default"
 )
 
 if __name__ == "__main__":