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app.py
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@@ -3,50 +3,69 @@ import os
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import gradio as gr
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import warnings
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from starlette.exceptions import StarletteDeprecationWarning
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warnings.filterwarnings("ignore", category=StarletteDeprecationWarning)
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asyncio.set_event_loop_policy(asyncio.DefaultEventLoopPolicy())
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import groq
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# Load Groq API key from environment
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groq_api_key = os.getenv("GROQ_API_KEY")
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if not groq_api_key:
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-
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def improve_code(user_code, language):
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"""
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Sends the user code to Groq model and asks for an improved version.
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"""
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system_prompt =
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messages = [
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": user_code}
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]
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try:
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response =
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model="mixtral-8x7b-32768",
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messages=messages,
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temperature=0.2,
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max_tokens=1024,
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n=1,
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stop=None,
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)
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improved = response.choices[0].message.content.strip()
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return improved
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except Exception as e:
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return f"Error: {str(e)}"
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# Build Gradio interface
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with gr.Blocks() as demo:
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gr.Markdown("# Code Improver")
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gr.Markdown(
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with gr.Row():
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code_input = gr.Textbox(
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language_dropdown = gr.Dropdown(
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choices=[
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value="Python",
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label="Language"
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)
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improve_button = gr.Button("Improve")
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output_box = gr.Textbox(label="Improved Code", lines=15)
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@@ -54,7 +73,7 @@ with gr.Blocks() as demo:
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improve_button.click(
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fn=improve_code,
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inputs=[code_input, language_dropdown],
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outputs=output_box
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)
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demo.launch(server_name="0.0.0.0")
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import gradio as gr
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import warnings
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from starlette.exceptions import StarletteDeprecationWarning
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+
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warnings.filterwarnings("ignore", category=StarletteDeprecationWarning)
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import groq
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# Load Groq API key from environment
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groq_api_key = os.getenv("GROQ_API_KEY")
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if not groq_api_key:
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raise ValueError("GROQ_API_KEY environment variable not set")
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# Initialise Groq client
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client = groq.Client(api_key=groq_api_key)
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def improve_code(user_code, language):
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"""
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Sends the user code to Groq model and asks for an improved version.
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"""
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system_prompt = (
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f"You are an expert {language} developer. Refactor and improve the following code. "
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"Keep the same functionality but make it cleaner, more efficient and well commented."
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)
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messages = [
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": user_code},
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]
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try:
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response = client.chat.completions.create(
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model="mixtral-8x7b-32768",
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messages=messages,
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temperature=0.2,
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max_tokens=1024,
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)
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improved = response.choices[0].message.content.strip()
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return improved
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except Exception as e:
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return f"Error: {str(e)}"
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# Build Gradio interface
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with gr.Blocks() as demo:
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gr.Markdown("# Code Improver")
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gr.Markdown(
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"Enter your code and select the programming language. The model will return a cleaner version."
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)
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with gr.Row():
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code_input = gr.Textbox(
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label="Original Code", lines=15, placeholder="Paste your code here"
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)
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language_dropdown = gr.Dropdown(
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choices=[
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"Python",
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"JavaScript",
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"Java",
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"C++",
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"C#",
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"Go",
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"Ruby",
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"PHP",
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],
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value="Python",
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label="Language",
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)
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improve_button = gr.Button("Improve")
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output_box = gr.Textbox(label="Improved Code", lines=15)
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improve_button.click(
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fn=improve_code,
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inputs=[code_input, language_dropdown],
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outputs=output_box,
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)
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demo.launch(server_name="0.0.0.0")
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