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docker-compose.yml
services:
  ollama:
    image: ollama/ollama:latest
    ports: ["11434:11434"]
    volumes: [./ollama:/root/.ollama]
  open-webui:
    image: ghcr.io/open-webui/open-webui
    ports: ["3000:8080"]
    # → http://localhost:3000
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Core Pillar Architectures

Foundation guides and reference architectures for homelab deployments.

Latest Technical Guides & Runbooks

Practical tutorials and deployment runbooks.

Self-Hosted AI Aug 31, 2026

Run Llama 3 Locally with Ollama: A Step-by-Step Self-Hosted AI Guide

Learn to install and run Llama 3 locally using Ollama v0.33.2 with Docker Compose, including security hardening, reverse proxy setup, and troubleshooting.

Self-Hosted AI Sep 05, 2026

Chroma DB vs. pgvector: Latency Benchmarks, Memory Footprint & Migration Runbook

Compare Chroma DB and pgvector for production homelab RAG pipelines. A step-by-step architecture, deployment, backup, and zero-trust access guide for 2026.

Self-Hosted AI Aug 31, 2026

LocalAI vs Ollama in 2026: The Definitive Self-Hosted AI Showdown

Deep technical comparison between LocalAI v4.9.0 and Ollama v0.33.2 for homelab users — architecture, performance, GPU support, and deployment patterns.

Self-Hosted AI Sep 05, 2026

Perplexica v0.3.6 Architecture: Self-Hosted Deep Search with Local LLMs & SearXNG

Deploy Perplexica MCP v0.3.6 in your homelab with Docker Compose, Caddy reverse proxy, Tailscale zero-trust access, automated backups, and expert troubleshooting.

Self-Hosted AI Aug 31, 2026

Open WebUI + Ollama: Complete Self-Hosted AI Setup Guide (2026)

Step-by-step Docker Compose guide to deploy Open WebUI v0.11.2 with Ollama v0.33.2. Includes requirements, config, reverse proxy, backups, and troubleshooting.

Self-Hosted AI Sep 05, 2026

TorchRuntime API in Production: High-Throughput Model Serving & CUDA Optimization

Step-by-step guide to self-host Torchruntime API examples in 2026: from bare metal prep to zero-trust Tailscale access, automated backups, and troubleshooting.

Self-Hosted AI Aug 31, 2026

Ollama & Open WebUI: Complete Self-Hosted AI Stack Guide (2026)

Deploy a private, self-hosted ChatGPT alternative with Ollama and Open WebUI in Docker. Step-by-step GPU acceleration, security, and automated backups.

Self-Hosted AI Sep 05, 2026

Weaviate on Low-Power ARM64 Nodes: Memory Optimization & Persistent NVMe Search

Step-by-step production deployment of Weaviate vector database on Raspberry Pi (ARM64). Covers Docker Compose, reverse proxy, Tailscale, automated backups, and troubleshooting.

Self-Hosted AI Sep 02, 2026

Self-Hosted AI on Homelab Hardware: A Realistic 2026 Guide to Requirements, Sizing, and Deployment

Stop guessing: learn the true CPU, RAM, and GPU needs for running LLMs, Stable Diffusion, and Whisper on your own hardware. A practical guide with Docker Compose examples and sizing tables.

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