e-commerce-ai-alchemy-engine / components /automation-dashboard.js
babatdaa's picture
Using CodeLlama or a similar model via Hugging Face, create a Python-based system that generates automation code (e.g., scripts for data pipelines or bots) for e-commerce businesses. Integrate a predictive ML element (e.g., Random Forest from scikit-learn) that analyzes business data (e.g., inventory logs) to predict optimal automation strategies, then generates corresponding code. Include code for the generator, evaluation for syntax correctness, and deployment as a microservice. Design it for freelancers offering premium custom models to clients in high-demand areas like AI integration for predictive tools.
a1d6c90 verified
class AutomationDashboard extends HTMLElement {
connectedCallback() {
this.attachShadow({ mode: 'open' });
this.shadowRoot.innerHTML = `
<style>
.dashboard-container {
max-width: 1200px;
margin: 0 auto;
padding: 2rem;
}
.dashboard-header {
background: white;
padding: 2rem;
border-radius: 1rem;
box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
margin-bottom: 2rem;
}
.strategy-form {
background: white;
padding: 2rem;
border-radius: 1rem;
box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
margin-bottom: 2rem;
}
.results-section {
background: white;
padding: 2rem;
border-radius: 1rem;
box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
}
.form-group {
margin-bottom: 1.5rem;
}
label {
display: block;
font-weight: 500;
color: #374151;
margin-bottom: 0.5rem;
}
input, select, textarea {
width: 100%;
padding: 0.75rem;
border: 1px solid #d1d5db;
border-radius: 0.5rem;
font-size: 0.875rem;
}
button {
background: #4f46e5;
color: white;
padding: 0.75rem 1.5rem;
border: none;
border-radius: 0.5rem;
font-weight: 500;
cursor: pointer;
transition: background-color 0.2s;
}
button:hover {
background: #4338ca;
}
.code-output {
background: #1f2937;
color: #e5e7eb;
padding: 1rem;
border-radius: 0.5rem;
margin-top: 1rem;
}
pre {
background: #111827;
color: #e5e7eb;
padding: 1rem;
border-radius: 0.5rem;
overflow-x: auto;
}
</style>
<div class="dashboard-container">
<div class="dashboard-header">
<h1>E-commerce Automation Code Generator</h1>
<p>Generate custom automation scripts powered by predictive AI</p>
<div class="strategy-form">
<form id="automationForm">
<div class="form-group">
<label for="businessName">Business Name</label>
<input type="text" id="businessName" placeholder="Enter your business name" required>
</div>
<div class="grid grid-cols-2 gap-4">
<div class="form-group">
<label for="monthlyRevenue">Monthly Revenue ($)</label>
<input type="number" id="monthlyRevenue" placeholder="50000" required>
</div>
<div class="form-group">
<label for="orderVolume">Monthly Order Volume</label>
<input type="number" id="orderVolume" placeholder="1000" required>
</div>
<div class="form-group">
<label for="inventoryTurnover">Inventory Turnover Rate</label>
<input type="number" id="inventoryTurnover" placeholder="4.0" step="0.1" required>
</div>
<div class="form-group">
<label for="businessType">Business Type</label>
<select id="businessType" required>
<option value="">Select business type</option>
<option value="clothing">Clothing & Apparel</option>
<option value="electronics">Electronics</option>
<option value="home_goods">Home Goods</option>
<option value="beauty">Beauty & Cosmetics</option>
<option value="sports">Sports & Outdoors</option>
<option value="other">Other</option>
</select>
</div>
<div class="form-group">
<label for="customParams">Custom Parameters (JSON)</label>
<textarea id="customParams" placeholder='{"api_key": "your_key"}'></textarea>
</div>
<button type="submit">Generate Automation Code</button>
</form>
<div class="results-section">
<h2>Generated Automation System</h2>
<div id="codeOutput" class="code-output">
<p>Your custom automation code will appear here...</p>
</div>
</div>
</div>
`;
// Add event listeners
this.shadowRoot.getElementById('automationForm').addEventListener('submit', async (e) => {
e.preventDefault();
const formData = {
business_name: this.shadowRoot.getElementById('businessName').value,
monthly_revenue: parseFloat(this.shadowRoot.getElementById('monthlyRevenue').value,
order_volume: parseInt(this.shadowRoot.getElementById('orderVolume').value,
inventory_turnover: parseFloat(this.shadowRoot.getElementById('inventoryTurnover').value,
business_type: this.shadowRoot.getElementById('businessType').value,
custom_params: JSON.parse(this.shadowRoot.getElementById('customParams').value || {}
};
try {
const response = await fetch('/api/generate-automation', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify(formData)
});
const result = await response.json();
if (result.success) {
this.shadowRoot.getElementById('codeOutput').innerHTML = `
<h3>${result.strategy} Automation System</h3>
<p><strong>Description:</strong> ${result.generated_code.description}
<pre><code>${result.generated_code.code}</code></pre>
`;
} catch (error) {
console.error('Error:', error);
alert('Failed to generate automation code');
}
});
}
}
customElements.define('automation-dashboard', AutomationDashboard);