openclaw-jarvis-memory/memory-architecture.html at main · bigcola2020/openclaw-jarvis-memory · GitHub

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<!DOCTYPE html>
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    <meta name="description" content="Complete architecture diagrams for the Jarvis-like memory system - three-layer persistent memory for OpenClaw">
    <meta name="keywords" content="OpenClaw, memory architecture, Qdrant, Redis, vector database, AI memory">
    <meta name="author" content="Rob - SpeedyFoxAI">
    <title>Memory Architecture Diagrams | SpeedyFoxAI</title>
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                <i class="fas fa-project-diagram text-primary"></i>
                <span class="text-sm font-medium">Architecture Reference</span>
            </div>
            <h1 class="text-4xl md:text-6xl font-bold mb-6">
                <span class="gradient-text">Memory Architecture</span><br>
                Complete Diagrams
            </h1>
            <p class="text-xl text-gray-600 dark:text-gray-400 max-w-3xl mx-auto">
                Visual reference for the three-layer Jarvis-like memory system. Redis buffer, Markdown logs, and Qdrant vector database working together.
            </p>
        </div>
    </section>

    <!-- Architecture Overview -->
    <section class="py-16 bg-white dark:bg-gray-800">
        <div class="max-w-6xl mx-auto px-4 sm:px-6 lg:px-8">
            <h2 class="text-3xl font-bold mb-8 text-center">System Architecture Overview</h2>

            <!-- Layer 0 -->
            <div class="arch-layer layer-0 dark:text-white">
                <div class="flex items-center gap-3 mb-4">
                    <div class="w-10 h-10 rounded-full bg-yellow-500 flex items-center justify-center text-white font-bold">0</div>
                    <h3 class="text-xl font-bold">Session Context (OpenClaw Gateway)</h3>
                    <span class="ml-auto text-sm opacity-70">Temporary Only</span>
                </div>
                <div class="component-box border-yellow-500">
                    <p class="font-medium">Session JSONL → Live Context</p>
                    <p class="text-sm opacity-70 mt-1">Lost on /reset or session expiration • ~8k-32k tokens</p>
                </div>
            </div>

            <div class="flow-arrow"><i class="fas fa-arrow-down"></i></div>

            <!-- Layer 1 -->
            <div class="arch-layer layer-1 dark:text-white">
                <div class="flex items-center gap-3 mb-4">
                    <div class="w-10 h-10 rounded-full bg-blue-500 flex items-center justify-center text-white font-bold">1</div>
                    <h3 class="text-xl font-bold">Redis Buffer (Fast Short-Term)</h3>
                    <span class="ml-auto text-sm opacity-70">Real-Time</span>
                </div>
                <div class="grid md:grid-cols-2 gap-4">
                    <div class="component-box border-blue-500">
                        <p class="font-medium"><i class="fas fa-database mr-2"></i>Key: mem:rob</p>
                        <p class="text-sm opacity-70 mt-1">List data structure • LPUSH append</p>
                    </div>
                    <div class="component-box border-blue-500">
                        <p class="font-medium"><i class="fas fa-clock mr-2"></i>Flush: Daily 3:00 AM</p>
                        <p class="text-sm opacity-70 mt-1">cron_backup.py → Qdrant</p>
                    </div>
                </div>
                <div class="mt-4 flex flex-wrap gap-2">
                    <span class="cmd-badge">hb_append.py</span>
                    <span class="cmd-badge">save_mem.py</span>
                    <span class="cmd-badge">mem:rob</span>
                </div>
            </div>

            <div class="flow-arrow"><i class="fas fa-arrow-down"></i></div>

            <!-- Layer 2 -->
            <div class="arch-layer layer-2 dark:text-white">
                <div class="flex items-center gap-3 mb-4">
                    <div class="w-10 h-10 rounded-full bg-green-500 flex items-center justify-center text-white font-bold">2</div>
                    <h3 class="text-xl font-bold">Daily File Logs (.md)</h3>
                    <span class="ml-auto text-sm opacity-70">Persistent</span>
                </div>
                <div class="grid md:grid-cols-2 gap-4">
                    <div class="component-box border-green-500">
                        <p class="font-medium"><i class="fas fa-file-alt mr-2"></i>Location: memory/YYYY-MM-DD.md</p>
                        <p class="text-sm opacity-70 mt-1">Human-readable Markdown</p>
                    </div>
                    <div class="component-box border-green-500">
                        <p class="font-medium"><i class="fas fa-code-branch mr-2"></i>Git-tracked</p>
                        <p class="text-sm opacity-70 mt-1">Never lost • Always accessible</p>
                    </div>
                </div>
                <div class="mt-4">
                    <span class="cmd-badge">sliding_backup.sh</span>
                    <span class="cmd-badge">3:30 AM daily</span>
                </div>
            </div>

            <div class="flow-arrow"><i class="fas fa-arrow-down"></i></div>

            <!-- Layer 3 -->
            <div class="arch-layer layer-3 dark:text-white">
                <div class="flex items-center gap-3 mb-4">
                    <div class="w-10 h-10 rounded-full bg-purple-500 flex items-center justify-center text-white font-bold">3</div>
                    <h3 class="text-xl font-bold">Qdrant Vector DB (Semantic Long-Term)</h3>
                    <span class="ml-auto text-sm opacity-70">Searchable</span>
                </div>
                <div class="grid md:grid-cols-3 gap-4 mb-4">
                    <div class="component-box border-purple-500">
                        <p class="font-medium"><i class="fas fa-cube mr-2"></i>Embeddings</p>
                        <p class="text-sm opacity-70 mt-1">snowflake-arctic-embed2<br>1024 dimensions</p>
                    </div>
                    <div class="component-box border-purple-500">
                        <p class="font-medium"><i class="fas fa-layer-group mr-2"></i>Collections</p>
                        <p class="text-sm opacity-70 mt-1">kimi_memories<br>kimi_kb<br>private_court_docs</p>
                    </div>
                    <div class="component-box border-purple-500">
                        <p class="font-medium"><i class="fas fa-user mr-2"></i>User-Centric</p>
                        <p class="text-sm opacity-70 mt-1">user_id: "rob"<br>Cross-session search</p>
                    </div>
                </div>
                <div class="flex flex-wrap gap-2">
                    <span class="cmd-badge">auto_store.py</span>
                    <span class="cmd-badge">search_memories.py</span>
                    <span class="cmd-badge">q <topic></span>
                </div>
            </div>
        </div>
    </section>

    <!-- Data Flow -->
    <section class="py-16 bg-gray-50 dark:bg-gray-900">
        <div class="max-w-6xl mx-auto px-4 sm:px-6 lg:px-8">
            <h2 class="text-3xl font-bold mb-8 text-center">Data Flow & Automation</h2>

            <div class="grid lg:grid-cols-3 gap-8">
                <!-- Real-Time -->
                <div class="bg-white dark:bg-gray-800 rounded-2xl p-6 shadow-lg">
                    <div class="flex items-center gap-3 mb-4">
                        <div class="w-12 h-12 rounded-full bg-blue-100 dark:bg-blue-900/30 flex items-center justify-center">
                            <i class="fas fa-bolt text-2xl text-blue-600 dark:text-blue-400"></i>
                        </div>
                        <h3 class="text-xl font-bold">Real-Time</h3>
                    </div>
                    <div class="code-block">
User Input → AI Response
     ↓
Redis Buffer (fast)
     ↓
File Log (persistent)
     ↓
[Optional: save q] → Qdrant
                    </div>
                    <p class="text-sm text-gray-600 dark:text-gray-400 mt-4">Every message triggers automatic append to Redis and file log.</p>
                </div>

                <!-- Heartbeat -->
                <div class="bg-white dark:bg-gray-800 rounded-2xl p-6 shadow-lg">
                    <div class="flex items-center gap-3 mb-4">
                        <div class="w-12 h-12 rounded-full bg-green-100 dark:bg-green-900/30 flex items-center justify-center">
                            <i class="fas fa-heartbeat text-2xl text-green-600 dark:text-green-400"></i>
                        </div>
                        <h3 class="text-xl font-bold">Heartbeat</h3>
                    </div>
                    <div class="code-block">
Every 30-60 min:
  hb_append.py → New turns
  hb_check_email.py → Gmail
  heartbeat_worker.py → Tasks
                    </div>
                    <p class="text-sm text-gray-600 dark:text-gray-400 mt-4">Periodic checks accumulate new turns since last save.</p>
                </div>

                <!-- Daily -->
                <div class="bg-white dark:bg-gray-800 rounded-2xl p-6 shadow-lg">
                    <div class="flex items-center gap-3 mb-4">
                        <div class="w-12 h-12 rounded-full bg-purple-100 dark:bg-purple-900/30 flex items-center justify-center">
                            <i class="fas fa-moon text-2xl text-purple-600 dark:text-purple-400"></i>
                        </div>
                        <h3 class="text-xl font-bold">Daily Backup</h3>
                    </div>
                    <div class="code-block">
3:00 AM: Redis → Qdrant
         Clear Redis

3:30 AM: Files → Backup
         → Qdrant embeddings
                    </div>
                    <p class="text-sm text-gray-600 dark:text-gray-400 mt-4">Nightly cron jobs flush buffers to permanent storage.</p>
                </div>
            </div>
        </div>
    </section>

    <!-- Infrastructure -->
    <section class="py-16 bg-white dark:bg-gray-800">
        <div class="max-w-6xl mx-auto px-4 sm:px-6 lg:px-8">
            <h2 class="text-3xl font-bold mb-8 text-center">Infrastructure Topology</h2>

            <div class="bg-gray-100 dark:bg-gray-900 rounded-2xl p-8">
                <div class="text-center mb-6">
                    <span class="px-4 py-2 rounded-full bg-gray-200 dark:bg-gray-700 font-medium">Proxmox Cluster</span>
                </div>

                <div class="infra-grid">
                    <div class="infra-card">
                        <div class="w-12 h-12 mx-auto mb-3 rounded-full bg-blue-100 dark:bg-blue-900/30 flex items-center justify-center">
                            <i class="fas fa-server text-2xl text-blue-600 dark:text-blue-400"></i>
                        </div>
                        <h4 class="font-bold mb-1">Ollama</h4>
                        <p class="text-sm text-gray-600 dark:text-gray-400">10.0.0.10:11434</p>
                        <p class="text-xs text-gray-500">Embeddings</p>
                    </div>

                    <div class="infra-card">
                        <div class="w-12 h-12 mx-auto mb-3 rounded-full bg-purple-100 dark:bg-purple-900/30 flex items-center justify-center">
                            <i class="fas fa-database text-2xl text-purple-600 dark:text-purple-400"></i>
                        </div>
                        <h4 class="font-bold mb-1">Qdrant</h4>
                        <p class="text-sm text-gray-600 dark:text-gray-400">10.0.0.40:6333</p>
                        <p class="text-xs text-gray-500">Vector DB</p>
                    </div>

                    <div class="infra-card">
                        <div class="w-12 h-12 mx-auto mb-3 rounded-full bg-green-100 dark:bg-green-900/30 flex items-center justify-center">
                            <i class="fas fa-memory text-2xl text-green-600 dark:text-green-400"></i>
                        </div>
                        <h4 class="font-bold mb-1">Redis</h4>
                        <p class="text-sm text-gray-600 dark:text-gray-400">10.0.0.36:6379</p>
                        <p class="text-xs text-gray-500">Task Queue</p>
                    </div>

                    <div class="infra-card">
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                            <i class="fas fa-search text-2xl text-cyan-600 dark:text-cyan-400"></i>
                        </div>
                        <h4 class="font-bold mb-1">SearXNG</h4>
                        <p class="text-sm text-gray-600 dark:text-gray-400">10.0.0.8:8888</p>
                        <p class="text-xs text-gray-500">Search</p>
                    </div>
                </div>
            </div>
        </div>
    </section>

    <!-- Commands Reference -->
    <section class="py-16 bg-gray-50 dark:bg-gray-900">
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                    <h3 class="text-xl font-bold mb-4 flex items-center gap-2">
                        <i class="fas fa-terminal text-primary"></i>
                        User Commands
                    </h3>
                    <table class="w-full text-sm">
                        <thead class="border-b dark:border-gray-700">
                            <tr>
                                <th class="text-left py-2">Command</th>
                                <th class="text-left py-2">Action</th>
                                <th class="text-left py-2">Layer</th>
                            </tr>
                        </thead>
                        <tbody>
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                                <td class="py-3 font-mono text-green-600 dark:text-green-400">save mem</td>
                                <td>Save all context</td>
                                <td><span class="text-blue-600 dark:text-blue-400">Redis + File</span></td>
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                            <tr class="border-b dark:border-gray-700">
                                <td class="py-3 font-mono text-purple-600 dark:text-purple-400">save q</td>
                                <td>Store to Qdrant</td>
                                <td><span class="text-purple-600 dark:text-purple-400">Vector DB</span></td>
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                                <td class="py-3 font-mono text-indigo-600 dark:text-indigo-400">q topic</td>
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                                <td><span class="text-purple-600 dark:text-purple-400">Vector DB</span></td>
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                                <td><span class="text-green-600 dark:text-green-400">File</span></td>
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                        Automation
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                                <td class="py-3">Heartbeat</td>
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                                <td>New turns → Redis</td>
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                                <td class="py-3">3:00 AM</td>
                                <td class="font-mono">cron_backup.py</td>
                                <td>Redis → Qdrant</td>
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                            <tr>
                                <td class="py-3">3:30 AM</td>
                                <td class="font-mono">sliding_backup.sh</td>
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