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- Updated marketplace commands: `marketplace --action` → `market` subcommands - Updated wallet commands: direct flags → `wallet` subcommands - Updated AI commands: `ai-submit`, `ai-status` → `ai submit`, `ai status` - Updated blockchain commands: `chain` → `blockchain info` - Standardized command structure across all workflow files - Affected files: MULTI_NODE_MASTER_INDEX.md, TEST_MASTER_INDEX.md, multi-node-blockchain-marketplace
492 lines
21 KiB
HTML
492 lines
21 KiB
HTML
<!DOCTYPE html>
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<html lang="en" data-theme="dark">
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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>System Flow - AITBC Documentation</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>
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<div class="container">
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<!-- Breadcrumb -->
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<div class="breadcrumb">
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<a href="index.html">Documentation</a>
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<span>›</span>
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<span>System Flow</span>
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</div>
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<!-- Back Button -->
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<a href="index.html" class="back-button">
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<i class="fas fa-arrow-left"></i>
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Back to Documentation
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</a>
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<!-- Header -->
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<div class="doc-header">
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<h1><i class="fas fa-sitemap"></i> AITBC System Flow</h1>
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<p>Complete flow of a job submission through the CLI client, detailing each system component, message, RPC call, and port involved.</p>
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</div>
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<!-- Overview Diagram -->
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<section class="content-section">
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<h2>Overview Diagram</h2>
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<div style="background: #f8fafc; padding: 2rem; border-radius: 8px; overflow-x: auto;">
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<div style="display: flex; align-items: center; gap: 1rem; margin-bottom: 1rem; font-family: monospace;">
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<div style="background: #3b82f6; color: white; padding: 0.5rem 1rem; border-radius: 4px; white-space: nowrap;">CLI Wrapper</div>
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<div style="color: #64748b;">→</div>
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<div style="background: #10b981; color: white; padding: 0.5rem 1rem; border-radius: 4px; white-space: nowrap;">Client Python</div>
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<div style="color: #64748b;">→</div>
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<div style="background: #f59e0b; color: white; padding: 0.5rem 1rem; border-radius: 4px; white-space: nowrap;">Coordinator</div>
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<div style="color: #64748b;">→</div>
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<div style="background: #ef4444; color: white; padding: 0.5rem 1rem; border-radius: 4px; white-space: nowrap;">Blockchain</div>
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<div style="color: #64748b;">→</div>
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<div style="background: #8b5cf6; color: white; padding: 0.5rem 1rem; border-radius: 4px; white-space: nowrap;">Miner</div>
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<div style="color: #64748b;">→</div>
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<div style="background: #06b6d4; color: white; padding: 0.5rem 1rem; border-radius: 4px; white-space: nowrap;">Ollama</div>
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</div>
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<div style="font-size: 0.85rem; color: #64748b; text-align: center; margin-top: 1rem;">
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<div>(aitbc-cli.sh) → (client.py) → (port 8000) → (RPC:8006) → (port 8015) → (port 11434)</div>
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</div>
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</div>
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<h3 style="margin-top: 2rem;">Component Interactions</h3>
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<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(300px, 1fr)); gap: 1.5rem; margin-top: 1.5rem;">
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<div style="background: #f1f5f9; padding: 1.5rem; border-radius: 8px; border-left: 4px solid #3b82f6;">
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<h4 style="margin-top: 0; color: #1e40af;">1. Job Submission</h4>
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<p style="margin-bottom: 0; color: #475569;">User submits CLI command → Python client formats request → HTTP POST to Coordinator</p>
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</div>
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<div style="background: #f1f5f9; padding: 1.5rem; border-radius: 8px; border-left: 4px solid #f59e0b;">
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<h4 style="margin-top: 0; color: #92400e;">2. Job Processing</h4>
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<p style="margin-bottom: 0; color: #475569;">Coordinator validates → Creates blockchain transaction → Queues for miner</p>
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</div>
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<div style="background: #f1f5f9; padding: 1.5rem; border-radius: 8px; border-left: 4px solid #8b5cf6;">
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<h4 style="margin-top: 0; color: #5b21b6;">3. AI Inference</h4>
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<p style="margin-bottom: 0; color: #475569;">Miner receives job → Sends to Ollama → Processes on GPU → Returns result</p>
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</div>
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<div style="background: #f1f5f9; padding: 1.5rem; border-radius: 8px; border-left: 4px solid #ef4444;">
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<h4 style="margin-top: 0; color: #991b1b;">4. Verification</h4>
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<p style="margin-bottom: 0; color: #475569;">Result verified → Receipt generated → Recorded on blockchain → Client notified</p>
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</div>
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</div>
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</section>
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<!-- Detailed Flow Sequence -->
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<section class="content-section">
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<h2>Detailed Flow Sequence</h2>
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<h3>1. CLI Wrapper Execution</h3>
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<p><strong>User Command:</strong></p>
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<pre><code>./scripts/aitbc-cli.sh submit inference --prompt "What is machine learning?" --model llama3.2:latest</code></pre>
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<p><strong>Internal Process:</strong></p>
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<ol>
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<li>Bash script (<span class="inline-code">aitbc-cli.sh</span>) parses arguments</li>
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<li>Sets environment variables:
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<ul>
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<li><span class="inline-code">AITBC_URL=http://127.0.0.1:8000</span></li>
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<li><span class="inline-code">CLIENT_KEY=${CLIENT_API_KEY}</span></li>
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</ul>
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</li>
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<li>Calls Python client: <span class="inline-code">python3 cli/client.py --url $AITBC_URL --api-key $CLIENT_KEY submit inference --prompt "..."</span></li>
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</ol>
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<h3>2. Python Client Processing</h3>
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<p><strong>File:</strong> <span class="inline-code">/cli/client.py</span></p>
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<p><strong>Steps:</strong></p>
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<ol>
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<li>Parse command-line arguments</li>
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<li>Prepare job submission payload:
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<pre><code>{
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"type": "inference",
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"prompt": "What is machine learning?",
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"model": "llama3.2:latest",
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"client_key": "${CLIENT_API_KEY}",
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"timestamp": "2025-01-29T14:50:00Z"
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}</code></pre>
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</li>
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</ol>
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<h3>3. Coordinator API Call</h3>
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<div class="http-request">
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<h4>HTTP Request:</h4>
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<pre><code>POST /v1/jobs
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Host: 127.0.0.1:8000
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Content-Type: application/json
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X-Api-Key: ${CLIENT_API_KEY}
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{
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"type": "inference",
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"prompt": "What is machine learning?",
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"model": "llama3.2:latest"
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}</code></pre>
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</div>
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<p><strong>Coordinator Service (Port 8000):</strong></p>
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<ol>
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<li>Receives HTTP request</li>
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<li>Validates API key and job parameters</li>
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<li>Generates unique job ID: <span class="inline-code">job_123456</span></li>
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<li>Creates job record in database</li>
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<li>Returns initial response:
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<pre><code>{
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"job_id": "job_123456",
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"status": "pending",
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"submitted_at": "2025-01-29T14:50:01Z"
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}</code></pre>
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</li>
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</ol>
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<h3>4. Blockchain Transaction</h3>
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<p><strong>Coordinator → Blockchain Node (RPC Port 26657):</strong></p>
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<ol>
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<li>Coordinator creates blockchain transaction:
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<pre><code>{
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"type": "submit_job",
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"job_id": "job_123456",
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"client": "${CLIENT_API_KEY}",
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"payload_hash": "abc123...",
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"reward": "100aitbc"
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}</code></pre>
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</li>
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<li>RPC Call to blockchain node:
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<pre><code>curl -X POST http://127.0.0.1:26657 \
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-d '{
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"jsonrpc": "2.0",
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"method": "broadcast_tx_sync",
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"params": {"tx": "base64_encoded_transaction"}
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}'</code></pre>
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</li>
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<li>Blockchain validates and includes transaction in next block</li>
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<li>Transaction hash returned: <span class="inline-code">0xdef456...</span></li>
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</ol>
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<h3>5. Job Queue and Miner Assignment</h3>
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<p><strong>Coordinator Internal Processing:</strong></p>
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<ol>
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<li>Job added to pending queue (Redis/Database)</li>
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<li>Miner selection algorithm runs:
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<ul>
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<li>Check available miners</li>
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<li>Select based on stake, reputation, capacity</li>
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</ul>
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</li>
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<li>Selected miner: <span class="inline-code">${MINER_API_KEY}</span></li>
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</ol>
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<div class="http-request">
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<h4>Coordinator → Miner (Port 8010):</h4>
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<pre><code>POST /v1/jobs/assign
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Host: 127.0.0.1:8010
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Content-Type: application/json
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X-Api-Key: ${ADMIN_API_KEY}
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{
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"job_id": "job_123456",
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"job_data": {
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"type": "inference",
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"prompt": "What is machine learning?",
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"model": "llama3.2:latest"
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},
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"reward": "100aitbc"
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}</code></pre>
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</div>
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<h3>6. Miner Processing</h3>
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<p><strong>Miner Daemon (Port 8015):</strong></p>
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<ol>
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<li>Receives job assignment</li>
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<li>Updates job status to <span class="inline-code">running</span></li>
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<li>Notifies coordinator:
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<pre><code>POST /v1/jobs/job_123456/status
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{"status": "running", "started_at": "2025-01-29T14:50:05Z"}</code></pre>
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</li>
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</ol>
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<h3>7. Ollama Inference Request</h3>
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<div class="http-request">
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<h4>Miner → Ollama Server (Port 11434):</h4>
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<pre><code>POST /api/generate
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Host: 127.0.0.1:11434
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Content-Type: application/json
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{
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"model": "llama3.2:latest",
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"prompt": "What is machine learning?",
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"stream": false,
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"options": {
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"temperature": 0.7,
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"num_predict": 500
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}
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}</code></pre>
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</div>
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<p><strong>Ollama Processing:</strong></p>
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<ol>
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<li>Loads model into GPU memory</li>
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<li>Processes prompt through neural network</li>
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<li>Generates response text</li>
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<li>Returns result:
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<pre><code>{
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"model": "llama3.2:latest",
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"response": "Machine learning is a subset of artificial intelligence...",
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"done": true,
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"total_duration": 12500000000,
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"prompt_eval_count": 15,
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"eval_count": 150
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}</code></pre>
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</li>
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</ol>
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<h3>8. Result Submission to Coordinator</h3>
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<div class="http-request">
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<h4>Miner → Coordinator (Port 8000):</h4>
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<pre><code>POST /v1/jobs/job_123456/complete
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Host: 127.0.0.1:8000
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Content-Type: application/json
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X-Miner-Key: ${MINER_API_KEY}
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{
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"job_id": "job_123456",
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"result": "Machine learning is a subset of artificial intelligence...",
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"metrics": {
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"compute_time": 12.5,
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"tokens_generated": 150,
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"gpu_utilization": 0.85
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},
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"proof": {
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"hash": "hash_of_result",
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"signature": "miner_signature"
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}
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}</code></pre>
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</div>
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<h3>9. Receipt Generation</h3>
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<p><strong>Coordinator Processing:</strong></p>
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<ol>
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<li>Verifies miner's proof</li>
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<li>Calculates payment: <span class="inline-code">12.5 seconds × 0.02 AITBC/second = 0.25 AITBC</span></li>
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<li>Creates receipt:
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<pre><code>{
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"receipt_id": "receipt_789",
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"job_id": "job_123456",
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"client": "${CLIENT_API_KEY}",
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"miner": "${MINER_API_KEY}",
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"amount_paid": "0.25aitbc",
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"result_hash": "hash_of_result",
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"block_height": 12345,
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"timestamp": "2025-01-29T14:50:18Z"
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}</code></pre>
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</li>
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</ol>
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<h3>10. Blockchain Receipt Recording</h3>
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<pre><code>Coordinator → Blockchain (RPC Port 26657):
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{
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"type": "record_receipt",
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"receipt": {
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"receipt_id": "receipt_789",
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"job_id": "job_123456",
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"payment": "0.25aitbc"
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}
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}</code></pre>
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<h3>11. Client Polling for Result</h3>
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<p><strong>CLI Client Status Check:</strong></p>
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<pre><code>./scripts/aitbc-cli.sh status job_123456</code></pre>
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<div class="http-request">
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<h4>HTTP Request:</h4>
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<pre><code>GET /v1/jobs/job_123456
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Host: 127.0.0.1:8000
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X-Api-Key: ${CLIENT_API_KEY}</code></pre>
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<h4>Response:</h4>
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<pre><code>{
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"job_id": "job_123456",
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"status": "completed",
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"result": "Machine learning is a subset of artificial intelligence...",
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"receipt_id": "receipt_789",
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"completed_at": "2025-01-29T14:50:18Z"
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}</code></pre>
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</div>
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<h3>12. Final Output to User</h3>
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<p><strong>CLI displays:</strong></p>
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<pre><code>Job ID: job_123456
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Status: completed
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Result: Machine learning is a subset of artificial intelligence...
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Receipt: receipt_789
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Completed in: 17 seconds
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Cost: 0.25 AITBC</code></pre>
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</section>
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<!-- System Components Summary -->
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<section class="content-section">
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<h2>System Components Summary</h2>
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<table>
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<thead>
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<tr>
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<th>Component</th>
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<th>Port</th>
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<th>Protocol</th>
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<th>Responsibility</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td>CLI Wrapper</td>
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<td>N/A</td>
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<td>Bash</td>
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<td>User interface, argument parsing</td>
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</tr>
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<tr>
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<td>Client Python</td>
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<td>N/A</td>
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<td>Python</td>
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<td>HTTP client, job formatting</td>
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</tr>
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<tr>
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<td>Coordinator</td>
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<td>8000</td>
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<td>HTTP/REST</td>
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<td>Job management, API gateway</td>
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</tr>
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<tr>
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<td>Blockchain Node</td>
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<td>8006</td>
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<td>JSON-RPC</td>
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<td>Transaction processing, consensus</td>
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</tr>
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<tr>
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<td>Miner Daemon</td>
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<td>8010</td>
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<td>HTTP/REST</td>
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<td>Job execution, GPU management</td>
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</tr>
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<tr>
|
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<td>Ollama Server</td>
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<td>11434</td>
|
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<td>HTTP/REST</td>
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<td>AI model inference</td>
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</tr>
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</tbody>
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</table>
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</section>
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|
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<!-- Message Flow Timeline -->
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<section class="content-section">
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<h2>Message Flow Timeline</h2>
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<div class="timeline">0s: User submits CLI command
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└─> 0.1s: Python client called
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└─> 0.2s: HTTP POST to Coordinator (port 8000)
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└─> 0.3s: Coordinator validates and creates job
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└─> 0.4s: RPC to Blockchain (port 8006)
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└─> 0.5s: Transaction in mempool
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└─> 1.0s: Job queued for miner
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└─> 2.0s: Miner assigned (port 8010)
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└─> 2.1s: Miner accepts job
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└─> 2.2s: Ollama request (port 11434)
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└─> 14.7s: Inference complete (12.5s processing)
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└─> 14.8s: Result to Coordinator
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└─> 15.0s: Receipt generated
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└─> 15.1s: Receipt on Blockchain
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└─> 17.0s: Client polls and gets result</div>
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</section>
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<!-- Error Handling Paths -->
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<section class="content-section">
|
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<h2>Error Handling Paths</h2>
|
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|
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<div class="error-box">
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<h4>1. Invalid Prompt</h4>
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<ul>
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<li>Coordinator returns 400 error</li>
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<li>CLI displays error message</li>
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</ul>
|
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</div>
|
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|
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<div class="error-box">
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<h4>2. Miner Unavailable</h4>
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<ul>
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<li>Job stays in queue</li>
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<li>Timeout after 60 seconds</li>
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<li>Job marked as failed</li>
|
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</ul>
|
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</div>
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|
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<div class="error-box">
|
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<h4>3. Ollama Error</h4>
|
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<ul>
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<li>Miner reports failure to Coordinator</li>
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<li>Job marked as failed</li>
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<li>No payment deducted</li>
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</ul>
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</div>
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|
||
<div class="error-box">
|
||
<h4>4. Network Issues</h4>
|
||
<ul>
|
||
<li>Client retries with exponential backoff</li>
|
||
<li>Maximum 3 retries before giving up</li>
|
||
</ul>
|
||
</div>
|
||
</section>
|
||
|
||
<!-- Security Considerations -->
|
||
<section class="content-section">
|
||
<h2>Security Considerations</h2>
|
||
<ul>
|
||
<li><strong>API Keys</strong>: Each request authenticated with X-Api-Key header</li>
|
||
<li><strong>Proof of Work</strong>: Miner provides cryptographic proof of computation</li>
|
||
<li><strong>Payment Escrow</strong>: Tokens held in smart contract until completion</li>
|
||
<li><strong>Rate Limiting</strong>: Coordinator limits requests per client</li>
|
||
</ul>
|
||
</section>
|
||
|
||
<!-- Additional Resources -->
|
||
<section class="content-section">
|
||
<h2>Related Documentation</h2>
|
||
<ul>
|
||
<li><a href="coordinator-api.html">Coordinator API Documentation</a> - Detailed API reference for the coordinator service</li>
|
||
<li><a href="blockchain-node.html">Blockchain Node Documentation</a> - Learn about the blockchain node and RPC API</li>
|
||
<li><a href="miners.html">Miner Documentation</a> - Guide to setting up and running a miner</li>
|
||
<li><a href="clients.html">Client Documentation</a> - Using the CLI and Python client</li>
|
||
<li><a href="components.html">System Components</a> - Overview of all AITBC components</li>
|
||
<li><a href="full-documentation.html">Full Documentation</a> - Complete technical documentation</li>
|
||
</ul>
|
||
</section>
|
||
|
||
<!-- Monitoring Points -->
|
||
<section class="content-section">
|
||
<h2>Monitoring Points</h2>
|
||
<ul>
|
||
<li>Coordinator logs all API calls to <span class="inline-code">/var/log/aitbc/coordinator.log</span></li>
|
||
<li>Miner logs GPU utilization to <span class="inline-code">/var/log/aitbc/miner.log</span></li>
|
||
<li>Blockchain logs all transactions to <span class="inline-code">/var/log/aitbc/node.log</span></li>
|
||
<li>Prometheus metrics available at <span class="inline-code">http://localhost:9090/metrics</span></li>
|
||
</ul>
|
||
</section>
|
||
</div>
|
||
</main>
|
||
|
||
<footer>
|
||
<div class="container">
|
||
<p>© 2026 AITBC. All rights reserved.</p>
|
||
</div>
|
||
</footer>
|
||
<script src="js/theme.js"></script>
|
||
<script src="/assets/js/global-header.js"></script>
|
||
</body>
|
||
</html>
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