Upload copy_of_code_reviewer.py

copy_of_code_reviewer.py

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+# -*- coding: utf-8 -*-
+"""Copy of Code Reviewer.ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/1FzNbYw4i5ZFSKsnc7p9qygg8ks_mfQY0
+"""
+
+!pip install gradio
+!pip install google-generativeai
+
+#@title Code Explainer
+import gradio as gr
+import os
+import google.generativeai as palm
+
+# load model
+# PaLM API Key here
+palm.configure(api_key='AIzaSyDA0uqrEshIOwKv69DLRWz2QXq8lb8SvLA')
+# Use the palm.list_models function to find available models
+# PaLM 2 available in 4 sizes: Gecko, Otter, Bison and Unicorn (largest)
+models = [m for m in palm.list_models() if 'generateText' in m.supported_generation_methods]
+model = models[0].name
+
+# define completion function
+
+def get_completion(code_snippet):
+
+  python_code_examples = f"""
+  ---------------------
+  Example 1: Code Snippet
+ def calculate_average(numbers):
+  total = 0
+  for number in numbers:
+    total += number
+  average = total / len(numbers)
+  return average
+
+  Code Review: Consider using the sum() function to calculate the total sum of the numbers
+   instead of manually iterating over the list.
+   This would make the code more concise and efficient.
+  ---------------------
+  Example 2: Code Snippet
+  def find_largest_number(numbers):
+  largest_number = numbers[0]
+  for number in numbers:
+    if number > largest_number:
+      largest_number = number
+  return largest_number
+
+
+  Code Review: Refactor the code using the max() function to find the largest number in the list.
+   This would simplify the code and improve its readability.
+  ---------------------
+  """
+
+
+  prompt = f"""
+  I will provide you with code snippets,
+  and you will review them for potential issues and suggest improvements.
+   Please focus on providing concise and actionable feedback, highlighting areas
+   that could benefit from refactoring, optimization, or bug fixes.
+   Your feedback should be constructive and aim to enhance the overall quality and maintainability of the code.
+   Please avoid providing explanations for your suggestions unless specifically requested. Instead, focus on clearly identifying areas for improvement and suggesting alternative approaches or solutions.
+   Few good examples of Python code output between #### separator:
+  ####
+  {python_code_examples}
+  ####
+  Code Snippet is shared below, delimited with triple backticks:
+  ```
+  {code_snippet}
+  ```
+  """
+  completion = palm.generate_text(
+      model=model,
+      prompt=prompt,
+      temperature=0,
+      # The maximum length of the response
+      max_output_tokens=500,
+      )
+  response = completion.result
+  return response
+
+# define app UI
+iface = gr.Interface(fn=get_completion, inputs=[gr.Textbox(label="Insert Code Snippet",lines=5)],
+                    outputs=[gr.Textbox(label="Review Here",lines=8)],
+                    title="Code Reviewer"
+                    )
+
+iface.launch()
+