449 lines
20 KiB
HTML
449 lines
20 KiB
HTML
<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Client Documentation - AITBC</title>
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<link rel="stylesheet" href="css/docs.css">
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<link rel="stylesheet" href="/assets/css/site-header.css">
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<link rel="preload" href="/assets/css/font-awesome.min.css" as="style" onload="this.onload=null;this.rel='stylesheet'">
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<noscript><link rel="stylesheet" href="/assets/css/font-awesome.min.css"></noscript>
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<!-- Font Awesome CDN fallback -->
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.1/css/all.min.css" crossorigin="anonymous" media="print" onload="this.media='all'; this.onload=null;">
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</head>
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<body>
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<div data-global-header></div>
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<!-- Main Content -->
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<main>
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<div class="container">
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<div class="doc-header">
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<span class="audience-badge">For Clients</span>
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<h1>Use AITBC for AI/ML Workloads</h1>
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<p>Access secure, private, and verifiable AI/ML computation on the decentralized network</p>
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<div class="source-links">
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<a href="https://github.com/oib/AITBC/tree/main/docs/2_clients" target="_blank"><i class="fas fa-file-alt"></i> Markdown Source: docs/2_clients/</a>
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</div>
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<div class="announce-banner green">
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<h3>✅ Now Available: Full CLI with 90+ Commands</h3>
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<p>Submit jobs, track lifecycle, manage wallet, and verify receipts. Supporting 13+ Ollama models with real-time blockchain verification!</p>
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</div>
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</div>
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<!-- Key Features -->
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<div class="feature-grid">
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<div class="feature-card">
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<div class="feature-icon">
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<i class="fas fa-shield-alt"></i>
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</div>
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<h3>Privacy First</h3>
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<p>Your data and models remain confidential with zero-knowledge proofs and secure enclaves</p>
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</div>
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<div class="feature-card">
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<div class="feature-icon">
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<i class="fas fa-check-circle"></i>
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</div>
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<h3>Verifiable Results</h3>
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<p>Every computation is cryptographically verified on the blockchain for trust and transparency</p>
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</div>
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<div class="feature-card">
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<div class="feature-icon">
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<i class="fas fa-bolt"></i>
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</div>
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<h3>Fast & Efficient</h3>
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<p>Access thousands of GPUs worldwide with sub-second response times</p>
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</div>
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</div>
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<!-- Getting Started -->
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<section class="content-section">
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<div class="alert alert-info">
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<i class="fas fa-info-circle"></i>
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<strong>System Flow:</strong> See the <a href="flowchart.html">complete system flow diagram</a> to understand how client requests flow through the AITBC system.
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</div>
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<h2>Getting Started</h2>
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<p>Start using AITBC in minutes with our simple client SDK or web interface.</p>
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<h3>Quick Start Options</h3>
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<ul>
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<li><strong>CLI Wrapper Tool</strong>: ✅ NEW - Unified bash script for job management</li>
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<li><strong>Web Interface</strong>: No installation required</li>
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<li><strong>Python SDK</strong>: For AI/ML developers</li>
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<li><strong>JavaScript SDK</strong>: For web applications</li>
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<li><strong>REST API</strong>: For any platform</li>
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</ul>
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<h3>CLI Wrapper Tool (Recommended)</h3>
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<div class="step">
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<div class="step-number">1</div>
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<div class="step-content">
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<h4>Submit an Inference Job</h4>
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<p>Use the bash CLI wrapper for easy job submission</p>
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<div class="code-block">
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# Submit job with CLI wrapper
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./scripts/aitbc-cli.sh submit inference \
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--prompt "What is machine learning?" \
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--model llama3.2:latest
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# Check job status
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./scripts/aitbc-cli.sh status <job_id>
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# View receipt with payment details
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./scripts/aitbc-cli.sh receipts --job-id <job_id></div>
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</div>
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</div>
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<div class="alert alert-info">
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<strong>Available Models:</strong> llama3.2, mistral, deepseek-r1:14b, gemma3, qwen2.5-coder, and 8+ more via Ollama integration. Processing time: 11-25 seconds. Rate: 0.02 AITBC per GPU second.
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</div>
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<h3>Web Interface (Fastest)</h3>
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<div class="step">
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<div class="step-number">1</div>
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<div class="step-content">
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<h4>Visit the Marketplace</h4>
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<p>Go to <a href="https://aitbc.bubuit.net/marketplace">aitbc.bubuit.net/marketplace</a></p>
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</div>
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</div>
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<div class="step">
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<div class="step-number">2</div>
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<div class="step-content">
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<h4>Connect Your Wallet</h4>
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<p>Connect MetaMask or create a new AITBC wallet</p>
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</div>
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</div>
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<div class="step">
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<div class="step-number">3</div>
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<div class="step-content">
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<h4>Submit Your Job</h4>
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<p>Upload your data or model, select parameters, and submit</p>
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</div>
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</div>
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<div class="step">
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<div class="step-number">4</div>
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<div class="step-content">
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<h4>Get Results</h4>
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<p>Receive verified results with cryptographic proof</p>
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</div>
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</div>
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</section>
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<!-- Use Cases -->
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<section class="content-section">
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<h2>Popular Use Cases</h2>
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<div class="use-case-grid">
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<div class="use-case-card">
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<h4><i class="fas fa-brain"></i> AI Inference ✅ LIVE</h4>
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<p>Run inference on pre-trained models including LLama, Mistral, DeepSeek, and custom models via Ollama</p>
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<ul>
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<li>Text generation (13+ models)</li>
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<li>Code generation (DeepSeek, Qwen)</li>
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<li>Translation (Qwen2.5-translator)</li>
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<li>Real-time processing (11-25s)</li>
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</ul>
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</div>
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<div class="use-case-card">
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<h4><i class="fas fa-graduation-cap"></i> Model Training</h4>
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<p>Train and fine-tune models on your data with privacy guarantees</p>
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<ul>
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<li>Fine-tuning LLMs</li>
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<li>Custom model training</li>
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<li>Federated learning</li>
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<li>Transfer learning</li>
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</ul>
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</div>
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<div class="use-case-card">
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<h4><i class="fas fa-chart-line"></i> Data Analysis</h4>
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<p>Process large datasets with confidential computing</p>
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<ul>
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<li>Statistical analysis</li>
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<li>Pattern recognition</li>
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<li>Predictive modeling</li>
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<li>Data visualization</li>
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</ul>
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</div>
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<div class="use-case-card">
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<h4><i class="fas fa-lock"></i> Secure Computation</h4>
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<p>Run sensitive computations with end-to-end encryption</p>
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<ul>
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<li>Financial modeling</li>
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<li>Healthcare analytics</li>
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<li>Legal document processing</li>
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<li>Proprietary algorithms</li>
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</ul>
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</div>
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</div>
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</section>
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<!-- SDK Examples -->
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<section class="content-section">
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<h2>SDK Examples</h2>
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<h3>Python SDK</h3>
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<div class="code-block">
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# Install the SDK
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pip install aitbc
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# Initialize client
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from aitbc import AITBCClient
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client = AITBCClient(api_key="your-api-key")
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# Run inference
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result = client.inference(
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model="gpt-4",
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prompt="Explain quantum computing",
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max_tokens=500,
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temperature=0.7
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)
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print(result.text)
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# Verify the receipt
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is_valid = client.verify_receipt(result.receipt_id)
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print(f"Verified: {is_valid}")</div>
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<h3>JavaScript SDK</h3>
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<div class="code-block">
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// Install the SDK
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npm install @aitbc/client
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// Initialize client
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import { AITBCClient } from '@aitbc/client';
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const client = new AITBCClient({
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apiKey: 'your-api-key',
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network: 'mainnet'
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});
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// Run inference
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const result = await client.inference({
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model: 'stable-diffusion',
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prompt: 'A futuristic city',
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steps: 50,
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cfg_scale: 7.5
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});
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// Download the image
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await client.downloadImage(result.imageId, './output.png');
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// Verify computation
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const verified = await client.verify(result.receiptId);
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console.log('Computation verified:', verified);</div>
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<h3>REST API</h3>
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<div class="code-block">
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# Submit a job
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curl -X POST https://aitbc.bubuit.net/api/v1/jobs \
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-H "Authorization: Bearer YOUR_TOKEN" \
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-H "Content-Type: application/json" \
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-d '{
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"type": "inference",
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"model": "gpt-4",
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"input": {
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"prompt": "Hello, AITBC!",
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"max_tokens": 100
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},
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"privacy": {
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"confidential": true,
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"zk_proof": true
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}
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}'
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# Check job status
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curl -X GET https://aitbc.bubuit.net/api/v1/jobs/JOB_ID \
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-H "Authorization: Bearer YOUR_TOKEN"</div>
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</section>
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<!-- Pricing -->
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<section class="content-section">
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<h2>Pricing</h2>
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<p>Flexible pricing options for every use case</p>
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<div class="pricing-table">
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<div class="pricing-card">
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<h3>Pay-per-use</h3>
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<div class="price">$0.01<span class="price-unit">/1K tokens</span></div>
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<ul>
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<li>No minimum commitment</li>
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<li>Pay only for what you use</li>
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<li>All models available</li>
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<li>Basic support</li>
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</ul>
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<button class="btn btn-outline">Get Started</button>
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</div>
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<div class="pricing-card featured">
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<h3>Professional</h3>
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<div class="price">$99<span class="price-unit">/month</span></div>
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<ul>
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<li>$500 included credits</li>
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<li>Priority processing</li>
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<li>Advanced models</li>
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<li>Email support</li>
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<li>API access</li>
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</ul>
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<button class="btn">Start Free Trial</button>
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</div>
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<div class="pricing-card">
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<h3>Enterprise</h3>
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<div class="price">Custom</div>
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<ul>
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<li>Unlimited usage</li>
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<li>Dedicated resources</li>
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<li>Custom models</li>
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<li>24/7 support</li>
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<li>SLA guarantee</li>
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</ul>
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<button class="btn btn-outline">Contact Sales</button>
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</div>
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</div>
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</section>
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<!-- Privacy & Security -->
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<section class="content-section">
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<h2>Privacy & Security</h2>
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<div class="alert alert-success">
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<strong>Your data is never stored or exposed</strong> - All computations are performed in secure enclaves with zero-knowledge proof verification.
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</div>
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<h3>Privacy Features</h3>
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<ul>
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<li><strong>End-to-end encryption</strong> - Your data is encrypted before leaving your device</li>
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<li><strong>Zero-knowledge proofs</strong> - Prove computation without revealing inputs</li>
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<li><strong>Secure enclaves</strong> - Computations run in isolated, verified environments</li>
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<li><strong>No data retention</strong> - Providers cannot access or store your data</li>
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<li><strong>Audit trails</strong> - Full transparency on blockchain</li>
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</ul>
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<h3>Compliance</h3>
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<ul>
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<li>GDPR compliant</li>
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<li>SOC 2 Type II certified</li>
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<li>HIPAA eligible</li>
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<li>ISO 27001 certified</li>
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</ul>
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</section>
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<!-- Best Practices -->
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<section class="content-section">
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<h2>Best Practices</h2>
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<h3>Optimizing Performance</h3>
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<ul>
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<li>Use appropriate model sizes for your task</li>
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<li>Batch requests when possible</li>
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<li>Enable caching for repeated queries</li>
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<li>Choose the right privacy level for your needs</li>
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<li>Monitor your usage and costs</li>
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</ul>
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<h3>Security Tips</h3>
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<ul>
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<li>Keep your API keys secure</li>
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<li>Use environment variables for credentials</li>
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<li>Enable two-factor authentication</li>
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<li>Regularly rotate your keys</li>
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<li>Use VPN for additional privacy</li>
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</ul>
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<h3>Cost Optimization</h3>
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<ul>
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<li>Start with smaller models for testing</li>
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<li>Use streaming for long responses</li>
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<li>Set appropriate limits and timeouts</li>
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<li>Monitor token usage</li>
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<li>Consider subscription plans for regular use</li>
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</ul>
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</section>
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<!-- Support -->
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<section class="content-section">
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<h2>Support & Resources</h2>
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<h3>Getting Help</h3>
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<ul>
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<li><strong>Documentation</strong>: <a href="full-documentation.html">Full API reference</a></li>
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<li><strong>Community</strong>: <a href="https://discord.gg/aitbc">Join our Discord</a></li>
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<li><strong>Email</strong>: <a href="mailto:andreas.fleckl@bubuit.net">andreas.fleckl@bubuit.net</a></li>
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<li><strong>Status</strong>: <a href="https://status.aitbc.bubuit.net">System status</a></li>
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</ul>
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<h3>Tutorials</h3>
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<ul>
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<li><a href="miners.html">Getting Started with AI Inference</a></li>
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<li><a href="https://github.com/oib/AITBC/tree/main/docs/8_development/4_examples.md" target="_blank">Building a Chat Application</a></li>
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<li><a href="https://github.com/oib/AITBC/tree/main/docs/8_development/4_examples.md" target="_blank">Image Generation Guide</a></li>
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<li><a href="full-documentation.html#security">Privacy-Preserving ML</a></li>
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<li><a href="api.html">API Integration Best Practices</a></li>
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</ul>
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<h3>Examples</h3>
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<ul>
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<li><a href="https://github.com/oib/AITBC" target="_blank">GitHub Repository</a></li>
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<li><a href="https://github.com/oib/AITBC/tree/main/docs/8_development/4_examples.md" target="_blank">Code Examples</a></li>
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<li><a href="https://github.com/oib/AITBC/tree/main/docs/8_development" target="_blank">Sample Applications</a></li>
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<li><a href="developers.html">SDK Documentation</a></li>
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</ul>
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</section>
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<!-- FAQ -->
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<section class="content-section">
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<h2>Frequently Asked Questions</h2>
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<div class="alert alert-info">
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<strong>Question not answered?</strong> Contact us at <a href="mailto:andreas.fleckl@bubuit.net">andreas.fleckl@bubuit.net</a>
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</div>
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<h3>General</h3>
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<ul>
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<li><strong>How do I get started?</strong> - Sign up for an account, connect your wallet, and submit your first job through the web interface or API.</li>
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<li><strong>What models are available?</strong> - We support GPT-3.5/4, Claude, Llama, Stable Diffusion, and many custom models.</li>
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<li><strong>Can I use my own model?</strong> - Yes, you can upload and run private models with full confidentiality.</li>
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</ul>
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<h3>Privacy</h3>
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<ul>
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<li><strong>Is my data private?</strong> - Absolutely. Your data is encrypted and never exposed to providers.</li>
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<li><strong>How do ZK proofs work?</strong> - They prove computation was done correctly without revealing inputs.</li>
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<li><strong>Can you see my prompts?</strong> - No, prompts are encrypted and processed in secure enclaves.</li>
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</ul>
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<h3>Technical</h3>
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<ul>
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<li><strong>What's the response time?</strong> - Most jobs complete in 1-5 seconds depending on complexity.</li>
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<li><strong>Do you support streaming?</strong> - Yes, streaming is available for real-time applications.</li>
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<li><strong>Can I run batch jobs?</strong> - Yes, batch processing is supported for large workloads.</li>
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</ul>
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<h3>Billing</h3>
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<ul>
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<li><strong>How am I billed?</strong> - Pay-per-use or monthly subscription options available.</li>
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<li><strong>Can I set spending limits?</strong> - Yes, you can set daily/monthly limits in your dashboard.</li>
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<li><strong>Do you offer refunds?</strong> - Yes, we offer refunds for service issues within 30 days.</li>
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</ul>
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</section>
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</div>
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</main>
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<!-- Footer -->
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<footer>
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<div class="container">
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<p>© 2026 AITBC. All rights reserved.</p>
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</div>
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</footer> <script src="js/theme.js"></script>
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<script src="/assets/js/global-header.js"></script>
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</body>
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</html>
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