How to Set Up Dynamic DNS for Your Homelab
Set up Dynamic DNS for your homelab and your services stay reachable under a consistent domain name even when your ISP changes your public IP address. Setting it up at
Faveren Caleb
How to Add Your User to the Docker Group on Linux
To add your user to the Docker group on Linux, run sudo usermod -aG docker $USER and refresh your session. This fixes the permission denied while trying to connect to
How to Fix Slow Docker Builds for ML Containers
Slow Docker builds for ML projects are almost always caused by the same three mistakes: no .dockerignore file, dependencies reinstalling on every code change, and model weights downloading at container
How to Fix Out of Memory Errors in Ollama
Out of memory errors in Ollama mean the model you are trying to run requires more VRAM than your GPU currently has available. The fix is almost always one of
How to Fix GPU Not Detected in Docker
The “GPU not detected in Docker” error appears when Docker lacks the bridge required to pass GPU access from the host into a container. Docker containers are isolated from hardware
How to Back Up Docker Volumes
Back Up Docker Volumes with one command and a temporary container. Docker doesn’t do it automatically, and any data written inside a container disappears with it if there’s no volume
How Ports in Docker Work Explained Simply
Ports in Docker control how traffic reaches a service running inside a container from your browser or any other application on the outside. Without port mapping, the container runs in
Docker Volumes vs Bind Mounts: Which Should You Use
Docker volumes vs. bind mounts is one of the first decisions you face when data needs to outlive a container. Both solve the same problem, but they work differently and
How to Set Up LocalAI with Docker
LocalAI with Docker runs an OpenAI-compatible inference server on your own hardware, with no API costs, no data leaving the machine, and no cloud dependency. This guide covers one job:
How to Set Up Whisper for Audio Transcription with Docker
Whisper for Audio Transcription with Docker runs OpenAI’s speech recognition model locally, no cloud, no subscription, no audio leaving your machine. This guide covers one job: getting the container running
How to Set Up Stable Diffusion WebUI with Docker
Stable Diffusion WebUI with Docker runs as a fully isolated container, no Python conflicts, no CUDA wrangling on the host. This guide covers one job: getting the container running so
How to Connect n8n to Ollama for AI Automation
Connecting n8n to Ollama for AI automation starts with a single credential point n8n at Ollama’s API port, select a model, and every workflow you build can send prompts to
How to Set Up n8n with Docker
Setting up n8n with Docker has one step that catches most first-time installs: the data directory needs explicit ownership before n8n can write to it. Skip that and the container
How to Create a Knowledge Base in AnythingLLM
Creating a knowledge base in AnythingLLM takes three steps: create a workspace, upload your documents, and embed them so the AI can search and answer questions directly from your content.
How to Connect Ollama to AnythingLLM
Connect Ollama to AnythingLLM to tell the application where to find your local models and which one to use. Without this step, the chat interface loads but cannot generate any
How to Set Up AnythingLLM with Docker
Set up AnythingLLM with Docker to get a self-hosted AI workspace that can ingest documents, run RAG queries, and connect to any local or cloud LLM all from a browser
How to Run Your First Local AI Model with Ollama
Running your first local AI model with Ollama takes one pull command and one terminal prompt, no cloud account, no API key, no Python environment to configure. Ollama manages everything
How to Set Up Open WebUI with Docker
Set up Open WebUI with Docker to add a browser-based chat interface to your Ollama instance conversation history, model switching, and document uploads, all running on your own hardware. If
How to Install Ollama with Docker
Install Ollama with Docker to get a local LLM server that runs entirely on your own hardware, persists downloaded models across updates, and exposes an OpenAI-compatible API on port 11434,
How to Automate Docker Updates with Watchtower on Docker
Watchtower on Docker is a container that watches your other containers and updates them automatically when new image versions are released, covered in the homelab hub post. This post covers