Sindhusri/codeexplainer

1# -*- coding: utf-8 -*-2"""Copy of Code Explainer.ipynb3 4Automatically generated by Colaboratory.5 6Original file is located at7    https://colab.research.google.com/drive/1vtjzZcx-6M5s7--hwieYrmSf9nEaH2jk8"""9 10 11 12#@title Code Explainer13import gradio as gr14import google.generativeai as palm15 16# load model17# PaLM API Key here18palm.configure(api_key='AIzaSyCg-5mMyeS8u9spotbRqC3c_bvP4bZM7nQ')19# Use the palm.list_models function to find available models20# PaLM 2 available in 4 sizes: Gecko, Otter, Bison and Unicorn (largest)21models = [m for m in palm.list_models() if 'generateText' in m.supported_generation_methods]22model = models[0].name23# define completion function24def get_completion(code_snippet):25 26  python_code_examples = f"""27  ---------------------28  Example 1: Code Snippet29  x = 1030  def foo():31      global x32      x = 533  foo()34  print(x)35  Correct output: 536  Code Explanation: Inside the foo function, the global keyword is used to modify the global variable x to be 5.37  So, print(x) outside the function prints the modified value, which is 5.38  ---------------------39  Example 2: Code Snippet40  def modify_list(input_list):41      input_list.append(4)42      input_list = [1, 2, 3]43  my_list = [0]44  modify_list(my_list)45  print(my_list)46  Correct output: [0, 4]47  Code Explanation: Inside the modify_list function, an element 4 is appended to input_list.48  Then, input_list is reassigned to a new list [1, 2, 3], but this change doesn't affect the original list.49  So, print(my_list) outputs [0, 4].50  ---------------------51  """52 53  prompt = f"""54  Your task is to act as any language Code Explainer.55  I'll give you a Code Snippet.56  Your job is to explain the Code Snippet step-by-step.57  Break down the code into as many steps as possible.58  Share intermediate checkpoints & steps along with results.59  Few good examples of Python code output between #### separator:60  ####61  {python_code_examples}62  ####63  Code Snippet is shared below, delimited with triple backticks:64  ```65  {code_snippet}66  ```67  """68 69  completion = palm.generate_text(70      model=model,71      prompt=prompt,72      temperature=0,73      # The maximum length of the response74      max_output_tokens=500,75      )76  response = completion.result77  return response78 79# define app UI80iface = gr.Interface(fn=get_completion, inputs=[gr.Textbox(label="Insert Code Snippet",lines=5)],81                    outputs=[gr.Textbox(label="Explanation Here",lines=8)],82                    title="Code Explainer"83                    )84 85iface.launch()86 87 88 89