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app.py
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"""
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🔥 GOD Coding Machine - Gradio App
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Deploy with: gradio deploy
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Uses FREE HuggingFace Inference API to access powerful coding models.
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"""
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import gradio as gr
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from huggingface_hub import InferenceClient
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import os
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# Initialize the client - uses HF Inference API (FREE!)
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# You can set HF_TOKEN as environment variable or it uses anonymous access
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HF_TOKEN = os.getenv("HF_TOKEN", None)
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# Best FREE models for coding via HF Inference API
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MODELS = {
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"Qwen2.5-Coder-32B (Best)": "Qwen/Qwen2.5-Coder-32B-Instruct",
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"Qwen2.5-Coder-7B (Fast)": "Qwen/Qwen2.5-Coder-7B-Instruct",
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"CodeLlama-34B": "codellama/CodeLlama-34b-Instruct-hf",
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"Mistral-7B": "mistralai/Mistral-7B-Instruct-v0.3",
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"Llama-3.1-8B": "meta-llama/Llama-3.1-8B-Instruct",
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}
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DEFAULT_MODEL = "Qwen/Qwen2.5-Coder-32B-Instruct"
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def get_client(model_id: str) -> InferenceClient:
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"""Get inference client for a model"""
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return InferenceClient(model_id, token=HF_TOKEN)
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def chat_with_model(message: str, history: list, model_name: str, temperature: float, max_tokens: int):
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"""Stream chat responses from the model"""
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model_id = MODELS.get(model_name, DEFAULT_MODEL)
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client = get_client(model_id)
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# Build messages
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messages = [
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{
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"role": "system",
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"content": """You are an expert coding assistant. You help with:
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- Writing clean, efficient, well-documented code
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- Debugging and fixing issues
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- Explaining code and programming concepts
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- Code reviews and best practices
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- Answering programming questions
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Always provide code examples in markdown code blocks with the language specified."""
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}
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]
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# Add history
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for user_msg, assistant_msg in history:
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messages.append({"role": "user", "content": user_msg})
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if assistant_msg:
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messages.append({"role": "assistant", "content": assistant_msg})
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# Add current message
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messages.append({"role": "user", "content": message})
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# Stream the response
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try:
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response = ""
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for chunk in client.chat_completion(
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messages=messages,
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max_tokens=max_tokens,
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temperature=temperature,
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stream=True
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):
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if chunk.choices[0].delta.content:
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response += chunk.choices[0].delta.content
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yield response
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except Exception as e:
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yield f"❌ Error: {str(e)}\n\nTip: Try a different model or check your connection."
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def generate_code(prompt: str, language: str, model_name: str):
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"""Generate code from a description"""
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if not prompt.strip():
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return "Please describe what you want to build."
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model_id = MODELS.get(model_name, DEFAULT_MODEL)
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client = get_client(model_id)
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full_prompt = f"""Write {language} code for the following:
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{prompt}
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Requirements:
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- Clean, readable, well-commented code
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- Follow {language} best practices
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- Include error handling where appropriate
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Respond with ONLY the code in a markdown code block, no explanations."""
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try:
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response = client.chat_completion(
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messages=[{"role": "user", "content": full_prompt}],
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max_tokens=2048,
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temperature=0.3
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)
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result = response.choices[0].message.content
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# Extract code from markdown block if present
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if "```" in result:
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# Find code between ``` markers
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parts = result.split("```")
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if len(parts) >= 2:
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code_part = parts[1]
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# Remove language identifier if present
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if code_part.startswith(language.lower()) or code_part.startswith("\n"):
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code_part = code_part.split("\n", 1)[-1] if "\n" in code_part else code_part
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return code_part.strip()
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return result
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except Exception as e:
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return f"❌ Error: {str(e)}"
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def explain_code(code: str, model_name: str):
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"""Explain code in detail"""
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if not code.strip():
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return "Please paste some code to explain."
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model_id = MODELS.get(model_name, DEFAULT_MODEL)
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client = get_client(model_id)
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prompt = f"""Analyze and explain this code in detail:
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```
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{code}
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```
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Please provide:
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1. **Purpose**: What does this code do?
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2. **How it works**: Step-by-step explanation
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3. **Key concepts**: Important programming concepts used
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4. **Complexity**: Time and space complexity if applicable
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5. **Potential improvements**: Suggestions for better code"""
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try:
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response = client.chat_completion(
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messages=[{"role": "user", "content": prompt}],
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max_tokens=2048,
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temperature=0.5
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)
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return response.choices[0].message.content
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except Exception as e:
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return f"❌ Error: {str(e)}"
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def fix_code(code: str, error_msg: str, model_name: str):
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"""Fix buggy code"""
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if not code.strip():
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return "Please paste the code you want to fix."
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model_id = MODELS.get(model_name, DEFAULT_MODEL)
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client = get_client(model_id)
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prompt = f"""Fix the following buggy code:
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**Code:**
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```
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{code}
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```
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**Error/Problem:**
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{error_msg if error_msg.strip() else "The code doesn't work correctly"}
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Please:
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1. Identify what's wrong
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2. Explain the bug
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3. Provide the corrected code in a code block
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4. Explain the fix"""
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try:
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response = client.chat_completion(
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messages=[{"role": "user", "content": prompt}],
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max_tokens=2048,
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temperature=0.3
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)
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return response.choices[0].message.content
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except Exception as e:
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return f"❌ Error: {str(e)}"
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def review_code(code: str, model_name: str):
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"""Review code and suggest improvements"""
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if not code.strip():
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return "Please paste code to review."
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model_id = MODELS.get(model_name, DEFAULT_MODEL)
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client = get_client(model_id)
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prompt = f"""Review this code and provide feedback:
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```
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{code}
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```
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Please evaluate:
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1. **Code Quality**: Is it clean, readable, well-organized?
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2. **Best Practices**: Does it follow language conventions?
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3. **Bugs/Issues**: Any potential bugs or problems?
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4. **Performance**: Any performance concerns?
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5. **Security**: Any security issues?
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6. **Suggestions**: Specific improvements with code examples
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Be constructive and specific."""
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try:
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response = client.chat_completion(
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messages=[{"role": "user", "content": prompt}],
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max_tokens=2048,
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temperature=0.5
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)
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return response.choices[0].message.content
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except Exception as e:
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return f"❌ Error: {str(e)}"
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# ============== BUILD THE UI ==============
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with gr.Blocks(
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title="🔥 GOD Coding Machine",
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theme=gr.themes.Soft(primary_hue="purple", secondary_hue="blue"),
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) as demo:
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gr.Markdown("""
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# 🔥 FREE GOD Coding Machine
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### AI Coding Assistant - Powered by Open Source Models via HuggingFace
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**100% FREE** • Uses HuggingFace Inference API • No API key required (or add your own for higher limits)
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""")
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# Settings row
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with gr.Row():
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model_dropdown = gr.Dropdown(
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choices=list(MODELS.keys()),
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value="Qwen2.5-Coder-32B (Best)",
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label="🤖 Model",
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scale=2
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)
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temperature = gr.Slider(
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minimum=0.0, maximum=1.0, value=0.7, step=0.1,
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label="🌡️ Temperature",
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scale=1
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)
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max_tokens = gr.Slider(
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minimum=256, maximum=4096, value=2048, step=256,
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label="📏 Max Tokens",
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scale=1
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)
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with gr.Tabs():
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# ===== CHAT TAB =====
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with gr.TabItem("💬 Chat"):
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chatbot = gr.Chatbot(
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height=450,
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show_label=False,
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avatar_images=(None, "https://em-content.zobj.net/source/twitter/376/robot_1f916.png"),
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bubble_full_width=False
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)
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with gr.Row():
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msg = gr.Textbox(
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placeholder="Ask me anything about coding... (Press Enter to send)",
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show_label=False,
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scale=9,
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container=False
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)
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send_btn = gr.Button("Send", variant="primary", scale=1)
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clear_btn = gr.Button("🗑️ Clear Chat")
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gr.Examples(
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examples=[
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"Write a Python function to find the longest palindromic substring",
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"Explain how async/await works in JavaScript",
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"What's the difference between a list and a tuple in Python?",
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"Write a REST API in FastAPI with CRUD operations for a todo app",
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"How do I implement a binary search tree?",
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],
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inputs=msg
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)
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# ===== GENERATE TAB =====
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with gr.TabItem("⚡ Generate Code"):
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with gr.Row():
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with gr.Column():
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gen_prompt = gr.Textbox(
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label="📝 Describe what you want to build",
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placeholder="A function that validates email addresses...",
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lines=4
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)
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gen_lang = gr.Dropdown(
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choices=["Python", "JavaScript", "TypeScript", "Rust", "Go", "Java", "C++", "C#", "Ruby", "PHP", "Swift", "Kotlin", "SQL", "Bash"],
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value="Python",
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label="💻 Language"
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)
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gen_btn = gr.Button("🚀 Generate Code", variant="primary", size="lg")
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with gr.Column():
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gen_output = gr.Code(label="Generated Code", language="python", lines=20)
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gr.Examples(
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examples=[
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["A function to merge two sorted linked lists", "Python"],
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["A React hook for debouncing input", "TypeScript"],
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["A function to validate a credit card number using Luhn algorithm", "JavaScript"],
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["A thread-safe singleton pattern", "Java"],
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],
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inputs=[gen_prompt, gen_lang]
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)
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# ===== EXPLAIN TAB =====
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with gr.TabItem("🔍 Explain Code"):
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with gr.Row():
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with gr.Column():
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explain_input = gr.Code(
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label="📋 Paste code to explain",
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language="python",
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lines=15
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)
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explain_btn = gr.Button("🔍 Explain", variant="primary", size="lg")
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with gr.Column():
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explain_output = gr.Markdown(label="Explanation")
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# ===== FIX TAB =====
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with gr.TabItem("🔧 Fix Code"):
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with gr.Row():
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with gr.Column():
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fix_input = gr.Code(
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label="🐛 Paste buggy code",
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language="python",
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lines=12
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)
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fix_error = gr.Textbox(
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label="❌ Error message (optional)",
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placeholder="Paste the error message...",
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lines=3
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)
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fix_btn = gr.Button("🔧 Fix Code", variant="primary", size="lg")
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with gr.Column():
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fix_output = gr.Markdown(label="Solution")
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# ===== REVIEW TAB =====
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with gr.TabItem("📝 Code Review"):
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with gr.Row():
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with gr.Column():
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review_input = gr.Code(
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label="📋 Paste code to review",
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language="python",
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lines=15
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)
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review_btn = gr.Button("📝 Review Code", variant="primary", size="lg")
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with gr.Column():
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review_output = gr.Markdown(label="Review")
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# Footer
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gr.Markdown("""
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---
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<center>
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**Models**: [Qwen2.5-Coder](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) (32B) • [CodeLlama](https://huggingface.co/codellama) (34B) • [Mistral](https://huggingface.co/mistralai) (7B)
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💡 **Tip**: Add your HuggingFace token as `HF_TOKEN` secret for higher rate limits
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</center>
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""")
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# ===== EVENT HANDLERS =====
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def respond(message, history, model, temp, max_tok):
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history = history or []
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response = ""
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for chunk in chat_with_model(message, history, model, temp, max_tok):
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response = chunk
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yield history + [[message, response]], ""
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# Chat events
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msg.submit(respond, [msg, chatbot, model_dropdown, temperature, max_tokens], [chatbot, msg])
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send_btn.click(respond, [msg, chatbot, model_dropdown, temperature, max_tokens], [chatbot, msg])
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clear_btn.click(lambda: [], None, chatbot)
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# Generate events
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gen_btn.click(generate_code, [gen_prompt, gen_lang, model_dropdown], gen_output)
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# Explain events
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explain_btn.click(explain_code, [explain_input, model_dropdown], explain_output)
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# Fix events
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fix_btn.click(fix_code, [fix_input, fix_error, model_dropdown], fix_output)
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# Review events
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review_btn.click(review_code, [review_input, model_dropdown], review_output)
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| 403 |
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| 404 |
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| 405 |
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# Launch
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| 406 |
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if __name__ == "__main__":
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| 407 |
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demo.launch()
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