Spaces:
Paused
Paused
Upload app.py with huggingface_hub
Browse files
app.py
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
import os
|
| 3 |
+
import gradio as gr
|
| 4 |
+
import openai
|
| 5 |
+
|
| 6 |
+
# Load OpenAI API key from environment
|
| 7 |
+
openai_api_key = os.environ.get("OPENAI_API_KEY")
|
| 8 |
+
if openai_api_key is None:
|
| 9 |
+
raise ValueError("OPENAI_API_KEY environment variable not set")
|
| 10 |
+
openai.api_key = openai_api_key
|
| 11 |
+
|
| 12 |
+
def improve_code(user_code, language):
|
| 13 |
+
"""
|
| 14 |
+
Sends the user code to OpenAI GPT model and asks for an improved version.
|
| 15 |
+
"""
|
| 16 |
+
system_prompt = f"You are an expert {language} developer. Refactor and improve the following code. Keep the same functionality but make it cleaner, more efficient and well commented."
|
| 17 |
+
messages = [
|
| 18 |
+
{"role": "system", "content": system_prompt},
|
| 19 |
+
{"role": "user", "content": user_code}
|
| 20 |
+
]
|
| 21 |
+
try:
|
| 22 |
+
response = openai.ChatCompletion.create(
|
| 23 |
+
model="gpt-3.5-turbo",
|
| 24 |
+
messages=messages,
|
| 25 |
+
temperature=0.2,
|
| 26 |
+
max_tokens=1024,
|
| 27 |
+
n=1,
|
| 28 |
+
stop=None,
|
| 29 |
+
)
|
| 30 |
+
improved = response.choices[0].message.content.strip()
|
| 31 |
+
return improved
|
| 32 |
+
except Exception as e:
|
| 33 |
+
return f"Error: {str(e)}"
|
| 34 |
+
|
| 35 |
+
# Build Gradio interface
|
| 36 |
+
with gr.Blocks() as demo:
|
| 37 |
+
gr.Markdown("# Code Improver")
|
| 38 |
+
gr.Markdown("Enter your code and select the programming language. The model will return a cleaner version.")
|
| 39 |
+
with gr.Row():
|
| 40 |
+
code_input = gr.Textbox(label="Original Code", lines=15, placeholder="Paste your code here")
|
| 41 |
+
language_dropdown = gr.Dropdown(
|
| 42 |
+
choices=["Python", "JavaScript", "Java", "C++", "C#", "Go", "Ruby", "PHP"],
|
| 43 |
+
value="Python",
|
| 44 |
+
label="Language"
|
| 45 |
+
)
|
| 46 |
+
improve_button = gr.Button("Improve")
|
| 47 |
+
output_box = gr.Textbox(label="Improved Code", lines=15)
|
| 48 |
+
|
| 49 |
+
improve_button.click(
|
| 50 |
+
fn=improve_code,
|
| 51 |
+
inputs=[code_input, language_dropdown],
|
| 52 |
+
outputs=output_box
|
| 53 |
+
)
|
| 54 |
+
|
| 55 |
+
if __name__ == "__main__":
|
| 56 |
+
demo.launch()
|