codecleaner-ai-wizard / getting-started.html
iohaijg's picture
I want to create my own AI that can read auto-generated code, clean it up, improve its structure, and make it more accurate and efficient. Teach me step by step:
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<title>Getting Started - CodeCleaner AI Wizard</title>
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<!-- Navigation -->
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<i data-feather="wand" class="mr-2"></i> CodeCleaner AI
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<a href="#" class="text-purple-400 font-medium">Get Started</a>
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<h1 class="text-4xl md:text-5xl font-bold mb-6">Your <span class="gradient-text">Step-by-Step</span> Guide</h1>
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Follow these steps to build your own AI code cleaner from scratch
</p>
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<div class="w-14 h-14 rounded-full bg-indigo-600 flex items-center justify-center mb-4 text-2xl font-bold">1</div>
<h3 class="text-xl font-semibold mb-3">Setup Your Environment</h3>
<p class="text-gray-300 mb-4">Install Python and essential tools:</p>
<ul class="space-y-2 text-sm">
<li class="flex items-start">
<i data-feather="check" class="text-green-400 mr-2 mt-1"></i>
<span>Install Python 3.8+</span>
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<li class="flex items-start">
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<span>Set up VS Code with Python extension</span>
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<span>Create virtual environment</span>
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</ul>
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<code class="text-sm text-purple-300">
python -m venv aienv<br>
source aienv/bin/activate<br>
pip install torch transformers
</code>
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<div class="w-14 h-14 rounded-full bg-indigo-600 flex items-center justify-center mb-4 text-2xl font-bold">2</div>
<h3 class="text-xl font-semibold mb-3">Collect Training Data</h3>
<p class="text-gray-300 mb-4">Gather code examples:</p>
<ul class="space-y-2 text-sm">
<li class="flex items-start">
<i data-feather="github" class="text-purple-400 mr-2 mt-1"></i>
<span>Scrape GitHub for code samples</span>
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<li class="flex items-start">
<i data-feather="edit" class="text-purple-400 mr-2 mt-1"></i>
<span>Create "before/after" pairs</span>
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<span>Store in structured format (JSON)</span>
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</ul>
<div class="mt-6 bg-gray-700 p-4 rounded-lg">
<code class="text-sm text-purple-300">
# Example training pair<br>
{<br>
&nbsp;&nbsp;"before": "def calc(x,y):...",<br>
&nbsp;&nbsp;"after": "def calculate(...",<br>
&nbsp;&nbsp;"language": "python"<br>
}
</code>
</div>
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<div class="w-14 h-14 rounded-full bg-indigo-600 flex items-center justify-center mb-4 text-2xl font-bold">3</div>
<h3 class="text-xl font-semibold mb-3">Fine-tune the Model</h3>
<p class="text-gray-300 mb-4">Train your AI code cleaner:</p>
<ul class="space-y-2 text-sm">
<li class="flex items-start">
<i data-feather="cpu" class="text-yellow-400 mr-2 mt-1"></i>
<span>Use CodeT5 or GPT-3 base model</span>
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<span>Fine-tune with your dataset</span>
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<span>Evaluate with test cases</span>
</li>
</ul>
<div class="mt-6 bg-gray-700 p-4 rounded-lg">
<code class="text-sm text-purple-300">
from transformers import T5ForConditionalGeneration<br>
model = T5ForConditionalGeneration.from_pretrained("Salesforce/codet5-base")<br>
# Training loop here...
</code>
</div>
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</div>
<!-- Additional Resources -->
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<h2 class="text-2xl font-bold mb-6 text-center text-indigo-300">Additional Resources</h2>
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<h3 class="text-lg font-semibold">Learning Materials</h3>
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<ul class="space-y-2">
<li><a href="#" class="text-purple-300 hover:underline">Transformers for Code</a></li>
<li><a href="#" class="text-purple-300 hover:underline">Code Quality Metrics</a></li>
<li><a href="#" class="text-purple-300 hover:underline">AST Parsing Guide</a></li>
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<h3 class="text-lg font-semibold">Templates & Tools</h3>
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<li><a href="#" class="text-purple-300 hover:underline">Starter Notebook</a></li>
<li><a href="#" class="text-purple-300 hover:underline">Dataset Collector</a></li>
<li><a href="#" class="text-purple-300 hover:underline">Evaluation Scripts</a></li>
</ul>
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<h2 class="text-2xl font-bold mb-6 text-indigo-300">Ready to start coding?</h2>
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Launch Tutorial Notebook
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