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Browse files- README.md +29 -8
- app.py +407 -0
- requirements.txt +2 -0
README.md
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---
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title: Axon
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emoji: 📊
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colorFrom: red
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colorTo: yellow
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sdk: gradio
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sdk_version: 6.4.0
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app_file: app.py
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---
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---
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title: Axon-ADJUSTABLE
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app_file: app.py
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sdk: gradio
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sdk_version: 5.42.0
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---
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# 🔥 FREE GOD Coding Machine
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A powerful AI coding assistant using **100% FREE** HuggingFace Inference API.
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## Features
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- 💬 **Chat** - Have coding conversations
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- ⚡ **Generate** - Describe → Get code
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- 🔍 **Explain** - Understand any code
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- 🔧 **Fix** - Debug and fix errors
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- 📝 **Review** - Get code reviews
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## Models Available (All FREE!)
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- **Qwen2.5-Coder-32B** - Best quality
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- **Qwen2.5-Coder-7B** - Faster responses
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- **CodeLlama-34B** - Great for code
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- **Mistral-7B** - General purpose
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## Tips
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- Add `HF_TOKEN` as a secret for higher rate limits
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- Use lower temperature (0.2-0.3) for code generation
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- Use higher temperature (0.7-0.8) for creative tasks
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**Cost: $0** 🎉
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app.py
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"""
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🔥 GOD Coding Machine - Gradio App
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| 3 |
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Deploy with: gradio deploy
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| 4 |
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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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|
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if not prompt.strip():
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return "Please describe what you want to build."
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+
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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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+
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full_prompt = f"""Write {language} code for the following:
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+
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{prompt}
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| 88 |
+
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| 89 |
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Requirements:
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| 90 |
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- Clean, readable, well-commented code
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| 91 |
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- Follow {language} best practices
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| 92 |
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- Include error handling where appropriate
|
| 93 |
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| 94 |
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Respond with ONLY the code in a markdown code block, no explanations."""
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| 95 |
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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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| 99 |
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max_tokens=2048,
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temperature=0.3
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)
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| 102 |
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| 103 |
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result = response.choices[0].message.content
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| 104 |
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| 105 |
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# Extract code from markdown block if present
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| 106 |
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if "```" in result:
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| 107 |
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# Find code between ``` markers
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| 108 |
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parts = result.split("```")
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| 109 |
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if len(parts) >= 2:
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| 110 |
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code_part = parts[1]
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| 111 |
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# Remove language identifier if present
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| 112 |
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if code_part.startswith(language.lower()) or code_part.startswith("\n"):
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| 113 |
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code_part = code_part.split("\n", 1)[-1] if "\n" in code_part else code_part
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| 114 |
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return code_part.strip()
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| 115 |
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| 116 |
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return result
|
| 117 |
+
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| 118 |
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except Exception as e:
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| 119 |
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return f"❌ Error: {str(e)}"
|
| 120 |
+
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| 121 |
+
def explain_code(code: str, model_name: str):
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| 122 |
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"""Explain code in detail"""
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| 123 |
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| 124 |
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if not code.strip():
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| 125 |
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return "Please paste some code to explain."
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| 126 |
+
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| 127 |
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model_id = MODELS.get(model_name, DEFAULT_MODEL)
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| 128 |
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client = get_client(model_id)
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| 129 |
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prompt = f"""Analyze and explain this code in detail:
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```
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| 133 |
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{code}
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```
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| 135 |
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| 136 |
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Please provide:
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| 137 |
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1. **Purpose**: What does this code do?
|
| 138 |
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2. **How it works**: Step-by-step explanation
|
| 139 |
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3. **Key concepts**: Important programming concepts used
|
| 140 |
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4. **Complexity**: Time and space complexity if applicable
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| 141 |
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5. **Potential improvements**: Suggestions for better code"""
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| 142 |
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| 143 |
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try:
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| 144 |
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response = client.chat_completion(
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| 145 |
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messages=[{"role": "user", "content": prompt}],
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max_tokens=2048,
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| 147 |
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temperature=0.5
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| 148 |
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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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| 151 |
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return f"❌ Error: {str(e)}"
|
| 152 |
+
|
| 153 |
+
def fix_code(code: str, error_msg: str, model_name: str):
|
| 154 |
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"""Fix buggy code"""
|
| 155 |
+
|
| 156 |
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if not code.strip():
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| 157 |
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return "Please paste the code you want to fix."
|
| 158 |
+
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| 159 |
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model_id = MODELS.get(model_name, DEFAULT_MODEL)
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| 160 |
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client = get_client(model_id)
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| 161 |
+
|
| 162 |
+
prompt = f"""Fix the following buggy code:
|
| 163 |
+
|
| 164 |
+
**Code:**
|
| 165 |
+
```
|
| 166 |
+
{code}
|
| 167 |
+
```
|
| 168 |
+
|
| 169 |
+
**Error/Problem:**
|
| 170 |
+
{error_msg if error_msg.strip() else "The code doesn't work correctly"}
|
| 171 |
+
|
| 172 |
+
Please:
|
| 173 |
+
1. Identify what's wrong
|
| 174 |
+
2. Explain the bug
|
| 175 |
+
3. Provide the corrected code in a code block
|
| 176 |
+
4. Explain the fix"""
|
| 177 |
+
|
| 178 |
+
try:
|
| 179 |
+
response = client.chat_completion(
|
| 180 |
+
messages=[{"role": "user", "content": prompt}],
|
| 181 |
+
max_tokens=2048,
|
| 182 |
+
temperature=0.3
|
| 183 |
+
)
|
| 184 |
+
return response.choices[0].message.content
|
| 185 |
+
except Exception as e:
|
| 186 |
+
return f"❌ Error: {str(e)}"
|
| 187 |
+
|
| 188 |
+
def review_code(code: str, model_name: str):
|
| 189 |
+
"""Review code and suggest improvements"""
|
| 190 |
+
|
| 191 |
+
if not code.strip():
|
| 192 |
+
return "Please paste code to review."
|
| 193 |
+
|
| 194 |
+
model_id = MODELS.get(model_name, DEFAULT_MODEL)
|
| 195 |
+
client = get_client(model_id)
|
| 196 |
+
|
| 197 |
+
prompt = f"""Review this code and provide feedback:
|
| 198 |
+
|
| 199 |
+
```
|
| 200 |
+
{code}
|
| 201 |
+
```
|
| 202 |
+
|
| 203 |
+
Please evaluate:
|
| 204 |
+
1. **Code Quality**: Is it clean, readable, well-organized?
|
| 205 |
+
2. **Best Practices**: Does it follow language conventions?
|
| 206 |
+
3. **Bugs/Issues**: Any potential bugs or problems?
|
| 207 |
+
4. **Performance**: Any performance concerns?
|
| 208 |
+
5. **Security**: Any security issues?
|
| 209 |
+
6. **Suggestions**: Specific improvements with code examples
|
| 210 |
+
|
| 211 |
+
Be constructive and specific."""
|
| 212 |
+
|
| 213 |
+
try:
|
| 214 |
+
response = client.chat_completion(
|
| 215 |
+
messages=[{"role": "user", "content": prompt}],
|
| 216 |
+
max_tokens=2048,
|
| 217 |
+
temperature=0.5
|
| 218 |
+
)
|
| 219 |
+
return response.choices[0].message.content
|
| 220 |
+
except Exception as e:
|
| 221 |
+
return f"❌ Error: {str(e)}"
|
| 222 |
+
|
| 223 |
+
|
| 224 |
+
# ============== BUILD THE UI ==============
|
| 225 |
+
|
| 226 |
+
with gr.Blocks(
|
| 227 |
+
title="🔥 GOD Coding Machine",
|
| 228 |
+
theme=gr.themes.Soft(primary_hue="purple", secondary_hue="blue"),
|
| 229 |
+
) as demo:
|
| 230 |
+
|
| 231 |
+
gr.Markdown("""
|
| 232 |
+
# 🔥 FREE GOD Coding Machine
|
| 233 |
+
### AI Coding Assistant - Powered by Open Source Models via HuggingFace
|
| 234 |
+
|
| 235 |
+
**100% FREE** • Uses HuggingFace Inference API • No API key required (or add your own for higher limits)
|
| 236 |
+
""")
|
| 237 |
+
|
| 238 |
+
# Settings row
|
| 239 |
+
with gr.Row():
|
| 240 |
+
model_dropdown = gr.Dropdown(
|
| 241 |
+
choices=list(MODELS.keys()),
|
| 242 |
+
value="Qwen2.5-Coder-32B (Best)",
|
| 243 |
+
label="🤖 Model",
|
| 244 |
+
scale=2
|
| 245 |
+
)
|
| 246 |
+
temperature = gr.Slider(
|
| 247 |
+
minimum=0.0, maximum=1.0, value=0.7, step=0.1,
|
| 248 |
+
label="🌡️ Temperature",
|
| 249 |
+
scale=1
|
| 250 |
+
)
|
| 251 |
+
max_tokens = gr.Slider(
|
| 252 |
+
minimum=256, maximum=4096, value=2048, step=256,
|
| 253 |
+
label="📏 Max Tokens",
|
| 254 |
+
scale=1
|
| 255 |
+
)
|
| 256 |
+
|
| 257 |
+
with gr.Tabs():
|
| 258 |
+
|
| 259 |
+
# ===== CHAT TAB =====
|
| 260 |
+
with gr.TabItem("💬 Chat"):
|
| 261 |
+
chatbot = gr.Chatbot(
|
| 262 |
+
height=450,
|
| 263 |
+
show_label=False,
|
| 264 |
+
avatar_images=(None, "https://em-content.zobj.net/source/twitter/376/robot_1f916.png"),
|
| 265 |
+
bubble_full_width=False
|
| 266 |
+
)
|
| 267 |
+
|
| 268 |
+
with gr.Row():
|
| 269 |
+
msg = gr.Textbox(
|
| 270 |
+
placeholder="Ask me anything about coding... (Press Enter to send)",
|
| 271 |
+
show_label=False,
|
| 272 |
+
scale=9,
|
| 273 |
+
container=False
|
| 274 |
+
)
|
| 275 |
+
send_btn = gr.Button("Send", variant="primary", scale=1)
|
| 276 |
+
|
| 277 |
+
clear_btn = gr.Button("🗑️ Clear Chat")
|
| 278 |
+
|
| 279 |
+
gr.Examples(
|
| 280 |
+
examples=[
|
| 281 |
+
"Write a Python function to find the longest palindromic substring",
|
| 282 |
+
"Explain how async/await works in JavaScript",
|
| 283 |
+
"What's the difference between a list and a tuple in Python?",
|
| 284 |
+
"Write a REST API in FastAPI with CRUD operations for a todo app",
|
| 285 |
+
"How do I implement a binary search tree?",
|
| 286 |
+
],
|
| 287 |
+
inputs=msg
|
| 288 |
+
)
|
| 289 |
+
|
| 290 |
+
# ===== GENERATE TAB =====
|
| 291 |
+
with gr.TabItem("⚡ Generate Code"):
|
| 292 |
+
with gr.Row():
|
| 293 |
+
with gr.Column():
|
| 294 |
+
gen_prompt = gr.Textbox(
|
| 295 |
+
label="📝 Describe what you want to build",
|
| 296 |
+
placeholder="A function that validates email addresses...",
|
| 297 |
+
lines=4
|
| 298 |
+
)
|
| 299 |
+
gen_lang = gr.Dropdown(
|
| 300 |
+
choices=["Python", "JavaScript", "TypeScript", "Rust", "Go", "Java", "C++", "C#", "Ruby", "PHP", "Swift", "Kotlin", "SQL", "Bash"],
|
| 301 |
+
value="Python",
|
| 302 |
+
label="💻 Language"
|
| 303 |
+
)
|
| 304 |
+
gen_btn = gr.Button("🚀 Generate Code", variant="primary", size="lg")
|
| 305 |
+
|
| 306 |
+
with gr.Column():
|
| 307 |
+
gen_output = gr.Code(label="Generated Code", language="python", lines=20)
|
| 308 |
+
|
| 309 |
+
gr.Examples(
|
| 310 |
+
examples=[
|
| 311 |
+
["A function to merge two sorted linked lists", "Python"],
|
| 312 |
+
["A React hook for debouncing input", "TypeScript"],
|
| 313 |
+
["A function to validate a credit card number using Luhn algorithm", "JavaScript"],
|
| 314 |
+
["A thread-safe singleton pattern", "Java"],
|
| 315 |
+
],
|
| 316 |
+
inputs=[gen_prompt, gen_lang]
|
| 317 |
+
)
|
| 318 |
+
|
| 319 |
+
# ===== EXPLAIN TAB =====
|
| 320 |
+
with gr.TabItem("🔍 Explain Code"):
|
| 321 |
+
with gr.Row():
|
| 322 |
+
with gr.Column():
|
| 323 |
+
explain_input = gr.Code(
|
| 324 |
+
label="📋 Paste code to explain",
|
| 325 |
+
language="python",
|
| 326 |
+
lines=15
|
| 327 |
+
)
|
| 328 |
+
explain_btn = gr.Button("🔍 Explain", variant="primary", size="lg")
|
| 329 |
+
|
| 330 |
+
with gr.Column():
|
| 331 |
+
explain_output = gr.Markdown(label="Explanation")
|
| 332 |
+
|
| 333 |
+
# ===== FIX TAB =====
|
| 334 |
+
with gr.TabItem("🔧 Fix Code"):
|
| 335 |
+
with gr.Row():
|
| 336 |
+
with gr.Column():
|
| 337 |
+
fix_input = gr.Code(
|
| 338 |
+
label="🐛 Paste buggy code",
|
| 339 |
+
language="python",
|
| 340 |
+
lines=12
|
| 341 |
+
)
|
| 342 |
+
fix_error = gr.Textbox(
|
| 343 |
+
label="❌ Error message (optional)",
|
| 344 |
+
placeholder="Paste the error message...",
|
| 345 |
+
lines=3
|
| 346 |
+
)
|
| 347 |
+
fix_btn = gr.Button("🔧 Fix Code", variant="primary", size="lg")
|
| 348 |
+
|
| 349 |
+
with gr.Column():
|
| 350 |
+
fix_output = gr.Markdown(label="Solution")
|
| 351 |
+
|
| 352 |
+
# ===== REVIEW TAB =====
|
| 353 |
+
with gr.TabItem("📝 Code Review"):
|
| 354 |
+
with gr.Row():
|
| 355 |
+
with gr.Column():
|
| 356 |
+
review_input = gr.Code(
|
| 357 |
+
label="📋 Paste code to review",
|
| 358 |
+
language="python",
|
| 359 |
+
lines=15
|
| 360 |
+
)
|
| 361 |
+
review_btn = gr.Button("📝 Review Code", variant="primary", size="lg")
|
| 362 |
+
|
| 363 |
+
with gr.Column():
|
| 364 |
+
review_output = gr.Markdown(label="Review")
|
| 365 |
+
|
| 366 |
+
# Footer
|
| 367 |
+
gr.Markdown("""
|
| 368 |
+
---
|
| 369 |
+
<center>
|
| 370 |
+
|
| 371 |
+
**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)
|
| 372 |
+
|
| 373 |
+
💡 **Tip**: Add your HuggingFace token as `HF_TOKEN` secret for higher rate limits
|
| 374 |
+
|
| 375 |
+
</center>
|
| 376 |
+
""")
|
| 377 |
+
|
| 378 |
+
# ===== EVENT HANDLERS =====
|
| 379 |
+
|
| 380 |
+
def respond(message, history, model, temp, max_tok):
|
| 381 |
+
history = history or []
|
| 382 |
+
response = ""
|
| 383 |
+
for chunk in chat_with_model(message, history, model, temp, max_tok):
|
| 384 |
+
response = chunk
|
| 385 |
+
yield history + [[message, response]], ""
|
| 386 |
+
|
| 387 |
+
# Chat events
|
| 388 |
+
msg.submit(respond, [msg, chatbot, model_dropdown, temperature, max_tokens], [chatbot, msg])
|
| 389 |
+
send_btn.click(respond, [msg, chatbot, model_dropdown, temperature, max_tokens], [chatbot, msg])
|
| 390 |
+
clear_btn.click(lambda: [], None, chatbot)
|
| 391 |
+
|
| 392 |
+
# Generate events
|
| 393 |
+
gen_btn.click(generate_code, [gen_prompt, gen_lang, model_dropdown], gen_output)
|
| 394 |
+
|
| 395 |
+
# Explain events
|
| 396 |
+
explain_btn.click(explain_code, [explain_input, model_dropdown], explain_output)
|
| 397 |
+
|
| 398 |
+
# Fix events
|
| 399 |
+
fix_btn.click(fix_code, [fix_input, fix_error, model_dropdown], fix_output)
|
| 400 |
+
|
| 401 |
+
# Review events
|
| 402 |
+
review_btn.click(review_code, [review_input, model_dropdown], review_output)
|
| 403 |
+
|
| 404 |
+
|
| 405 |
+
# Launch
|
| 406 |
+
if __name__ == "__main__":
|
| 407 |
+
demo.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.0.0
|
| 2 |
+
huggingface_hub>=0.20.0
|