sam-4screen-desktop 2026-8-21:21:39:8

.obsidian/workspace.json

@@ -13,12 +13,12 @@
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-              "title": "DeepSeek Harness (dsh) Home Lab Setup"
+              "title": "FAMILY DeepSeek Harness (dsh) Home Lab Setup"
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@@ -183,7 +183,7 @@
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+                "file": "000 daily/FAMILY DeepSeek Harness (dsh) Home Lab Setup.md"
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@@ -211,8 +211,9 @@
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-    "000 daily/DeepSeek Harness (dsh) Home Lab Setup.md",
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000 daily/FAMILY DeepSeek Harness (dsh) Home Lab Setup.md

@@ -2,7 +2,10 @@
 created: 2026-08-21 20:08
 modified: 2026-08-21 20:08
 type: note
-tags: []
+tags:
+  - ai
+  - family
+  - tools
 aliases: []
 ---
 # [[# DeepSeek Harness (dsh) Home Lab Setup]]

000 daily/FAMILY Enterprise Homelab AI Multimedia Suite. Systems Architecture & Blueprint.md

@@ -0,0 +1,262 @@
+---
+created: 2026-08-21 21:37
+modified: 2026-08-21 21:37
+type: note
+tags:
+  - ai
+  - family
+  - tools
+aliases: []
+---
+# [[FAMILY Enterprise Homelab AI Multimedia Suite. Systems Architecture & Blueprint]]
+
+# Enterprise Homelab AI Multimedia Suite: Systems Architecture & Blueprint
+
+This document outlines the deployment strategy for a self-hosted, custom-built multimedia and AI workspace. It features individual family login profiles, an asynchronous RabbitMQ queue, and persistent user understanding via PostgreSQL with pgvector.
+
+## 1. Directory Structure (Managed via Pi)
+
+```text
+/home/user/ai-studio/
+├── docker-compose.yml
+├── caddy/
+│   └── Caddyfile
+├── gateway-app/            # Custom FastAPI Web Application
+│   ├── main.py            # Async Web Controller
+│   ├── database.py        # PostgreSQL Connection Layer
+│   ├── tasks.py           # Background Worker Tasks (Celery)
+│   ├── templates/         # HTMX / Frontend Layouts
+│   └── static/
+└── storage/
+    ├── shared_media/      # Central Media Asset Pool
+    ├── mum_workspace/
+    └── son_workspace/
+```
+
+## 2. Core Production Infrastructure Stack (`docker-compose.yml`)
+
+```yaml
+version: '3.8'
+
+services:
+  # 1. NETWORK PROXY
+  caddy:
+    image: caddy:2-alpine
+    container_name: network_proxy
+    restart: unless-stopped
+    ports:
+      - "80:80"
+      - "443:443"
+    volumes:
+      - ./caddy/Caddyfile:/etc/caddy/Caddyfile
+      - caddy_data:/data
+      - caddy_config:/config
+    network_mode: host
+
+  # 2. THE MASTER ENTRY PORTAL (Custom Gateway UI)
+  studio-portal:
+    image: python:3.11-slim
+    container_name: studio_portal_app
+    restart: unless-stopped
+    working_dir: /app
+    command: >
+      sh -c "pip install fastapi uvicorn psycopg2-binary celery jinja2 python-multipart && 
+             uvicorn main:app --host 0.0.0.0 --port 8000"
+    ports:
+      - "8000:8000"
+    volumes:
+      - ./gateway-app:/app
+      - ./storage:/app/storage
+    depends_on:
+      - studio-db
+      - studio-rabbitmq
+
+  # 3. ASYNCHRONOUS MEDIA WORKER (Fueled by RabbitMQ)
+  media-worker:
+    image: python:3.11-slim
+    container_name: async_media_worker
+    restart: unless-stopped
+    working_dir: /app
+    command: celery -A tasks worker --loglevel=info
+    volumes:
+      - ./gateway-app:/app
+      - ./storage:/app/storage
+      - /var/run/docker.sock:/var/run/docker.sock # Safe container orchestration loop
+    depends_on:
+      - studio-rabbitmq
+
+  # 4. INDUSTRIAL MESSAGE BROKER (RabbitMQ)
+  studio-rabbitmq:
+    image: rabbitmq:3-management-alpine
+    container_name: studio_message_broker
+    restart: unless-stopped
+    ports:
+      - "5672:5672"   # RabbitMQ message port
+      - "15672:15672" # Management Web UI dashboard
+    environment:
+      - RABBITMQ_DEFAULT_USER=studio_broker
+      - RABBITMQ_DEFAULT_PASS=broker_secure_pass
+
+  # 5. ENTERPRISE COGNITIVE DATABASE
+  studio-db:
+    image: pgvector/pgvector:pg16 # PostgreSQL natively equipped with AI Vector support
+    container_name: studio_cognitive_db
+    restart: unless-stopped
+    environment:
+      - POSTGRES_USER=studio_admin
+      - POSTGRES_PASSWORD=studio_secure_pass
+      - POSTGRES_DB=studio_memory_matrix
+    volumes:
+      - postgres_data:/var/lib/postgresql/data
+
+  # 6. OMNIROUTE GATEWAY
+  omniroute:
+    image: omniroute/gateway:latest
+    container_name: omniroute_gateway
+    restart: unless-stopped
+    ports:
+      - "20128:20128"
+    environment:
+      - OPENAI_API_KEY=your_secure_cloud_key
+      - GEMINI_API_KEY=your_secure_cloud_key
+    volumes:
+      - ./omniroute/config:/app/config
+
+  # 7. MULTIMEDIA STUDIO CONTAINERS
+  photopea:
+    image: shtse8/photopea:1.0
+    container_name: photopea_studio
+    ports:
+      - "8487:8887"
+
+  kdenlive-studio:
+    image: lscr.io/linuxserver/kdenlive:latest # HTML5 Streamed Pro Video Studio
+    container_name: pro_video_studio
+    ports:
+      - "8081:3000"
+    environment:
+      - PUID=1000
+      - PGID=1000
+    volumes:
+      - ./storage/shared_media:/config
+
+  # AUDIO STUDIO A: Browser-Streamed Audacity
+  audacity-studio:
+    image: lscr.io/linuxserver/audacity:latest 
+    container_name: pro_audio_audacity
+    ports:
+      - "3000:3000"
+    environment:
+      - PUID=1000
+      - PGID=1000
+    volumes:
+      - ./storage/shared_media:/config
+
+  # AUDIO STUDIO B: Browser-Streamed Pro DAW (Zrythm)
+  zrythm-studio:
+    image: lscr.io/linuxserver/zrythm:latest # Full multi-track timeline automation DAW
+    container_name: pro_audio_zrythm
+    ports:
+      - "3001:3000"
+    environment:
+      - PUID=1000
+      - PGID=1000
+    volumes:
+      - ./storage/shared_media:/config
+
+volumes:
+  postgres_data:
+  caddy_data:
+  caddy_config:
+```
+
+## 3. Cognitive Engine: Relational Vector Schema (`database.py`)
+
+```python
+import psycopg2
+
+def init_db():
+    conn = psycopg2.connect("host=studio-db dbname=studio_memory_matrix user=studio_admin password=studio_secure_pass")
+    cur = conn.cursor()
+    
+    # Enable the Vector extension explicitly
+    cur.execute("CREATE EXTENSION IF NOT EXISTS vector;")
+    
+    # User Profile table
+    cur.execute("""
+        CREATE TABLE IF NOT EXISTS user_profiles (
+            user_id VARCHAR PRIMARY KEY,
+            preference_matrix JSONB,
+            updated_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+    """)
+    
+    # Semantic Memory Table with Vector Embeddings
+    cur.execute("""
+        CREATE TABLE IF NOT EXISTS user_memories (
+            memory_id SERIAL PRIMARY KEY,
+            user_id VARCHAR,
+            summary TEXT,
+            embedding vector(1536), -- Standard cloud embedding dimensions
+            created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
+        );
+    """)
+    conn.commit()
+    cur.close()
+    conn.close()
+```
+
+## 4. Asynchronous Task Routing Backend (`tasks.py`)
+
+```python
+from celery import Celery
+import subprocess
+
+# Configured to use RabbitMQ as the robust message broker
+celery_app = Celery('studio_tasks', broker='amqp://studio_broker:broker_secure_pass@studio-rabbitmq:5672//')
+
+@celery_app.task
+def process_video_rotation(input_file, output_file):
+    """
+    Executes a fast, headless FFmpeg run inside RabbitMQ queue context.
+    Prevents the main FastAPI frontend from lagging during large transfers.
+    """
+    subprocess.run([
+        "docker", "run", "--rm",
+        "-v", "/home/user/ai-studio/storage/shared_media:/media",
+        "jrottenberg/ffmpeg",
+        "-i", f"/media/{input_file}",
+        "-vf", "transpose=1",
+        f"/media/{output_file}"
+    ])
+```
+
+## 5. Network Routing Configuration (`Caddyfile`)
+
+```caddy
+# Core Application Portal Entry Point
+ds.home.lab {
+    reverse_proxy 127.0.0.1:8000
+}
+
+# Image Design Lab
+photo.home.lab {
+    reverse_proxy 127.0.0.1:8487
+}
+
+# Pro Video Editor Layout
+video.home.lab {
+    reverse_proxy 127.0.0.1:8081
+}
+
+# Pro Audio Station A (Audacity Wrapper)
+audacity.home.lab {
+    reverse_proxy 127.0.0.1:3000
+}
+
+# Pro Audio Station B (Zrythm DAW Studio)
+zrythm.home.lab {
+    reverse_proxy 127.0.0.1:3001
+}
+```
+