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📰 Dev.to · SIGNAL

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Self-Host Paperless-ngx With Local AI — Private Documents, Better Search, Zero Cloud

Dev.to · SIGNAL 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago

Self-Host Paperless-ngx With Local AI — Private Documents, Better Search, Zero Cloud

Set up Paperless-ngx with Ollama-powered AI classification and OCR enhancement in Docker. Your documents stay local, searchable, and actually organized.

Build a Local RAG Pipeline With Ollama + pgvector — No API Keys, No Cloud

Dev.to · SIGNAL 🧠 Large Language Models ⚡ AI Lesson 3mo ago

Build a Local RAG Pipeline With Ollama + pgvector — No API Keys, No Cloud

Retrieval-Augmented Generation is one of those ideas that sounds complex until you actually build it....

Build a Self-Hosted AI Code Review Bot With Ollama and Gitea Webhooks

Dev.to · SIGNAL 💻 AI-Assisted Coding ⚡ AI Lesson 3mo ago

Build a Self-Hosted AI Code Review Bot With Ollama and Gitea Webhooks

Every pull request deserves a second pair of eyes. But what if those eyes belong to a local LLM...

Homelab AI stack 2026 — what to run and in what order

Dev.to · SIGNAL 🛠️ AI Tools & Apps ⚡ AI Lesson 4mo ago

Homelab AI stack 2026 — what to run and in what order

TL;DR Stop running your AI brain on someone else's servers. Here's the exact stack I run...

Automate Docker Container Health Checks With a 50-Line Bash Script

Dev.to · SIGNAL ☁️ DevOps & Cloud ⚡ AI Lesson 4mo ago

Automate Docker Container Health Checks With a 50-Line Bash Script

If you're running any self-hosted services — a media server, a VPN, a database, a reverse proxy — you...