Upload code_explainer.py

code_explainer.py

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+# -*- coding: utf-8 -*-
+"""Code Explainer.ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/1zjYwVdkZFh1uJRMydEtvhan_1DSWGdAf
+"""
+
+!pip install gradio
+!pip install google-generativeai
+
+#@title Code Explainer
+import gradio as gr
+import google.generativeai as palm
+
+# load model
+# PaLM API Key here
+palm.configure(api_key='AIzaSyDa89CpRmIwKA6h8fBO533Si0xK_YvSs7I')
+# 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
+  x = 10
+  def foo():
+      global x
+      x = 5
+  foo()
+  print(x)
+  Correct output: 5
+  Code Explanation: Inside the foo function, the global keyword is used to modify the global variable x to be 5.
+  So, print(x) outside the function prints the modified value, which is 5.
+  ---------------------
+  Example 2: Code Snippet
+  def modify_list(input_list):
+      input_list.append(4)
+      input_list = [1, 2, 3]
+  my_list = [0]
+  modify_list(my_list)
+  print(my_list)
+  Correct output: [0, 4]
+  Code Explanation: Inside the modify_list function, an element 4 is appended to input_list.
+  Then, input_list is reassigned to a new list [1, 2, 3], but this change doesn't affect the original list.
+  So, print(my_list) outputs [0, 4].
+  ---------------------
+  """
+
+  prompt = f"""
+  Your task is to act as any language Code Explainer.
+  I'll give you a Code Snippet.
+  Your job is to explain the Code Snippet step-by-step.
+  Break down the code into as many steps as possible.
+  Share intermediate checkpoints & steps along with results.
+  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="Explanation Here",lines=8)],
+                    title="Code Explainer"
+                    )
+
+iface.launch()
+
+
+