RAG on a Budget: Building a Knowledge Base with Ollama & ChromaDB
Stop paying per-token to ask questions about your docs. Build a local RAG pipeline with Ollama and ChromaDB: Docker Compose, Python code, chunking strategy.
All the articles with the tag "self-hosting".
Stop paying per-token to ask questions about your docs. Build a local RAG pipeline with Ollama and ChromaDB: Docker Compose, Python code, chunking strategy.
ComfyUI, Fooocus, A1111, and Forge compared for local AI image generation, which to pick based on your GPU, Docker comfort level, and workflow needs.
Appwrite is self-hosted BaaS: auth, databases, storage, and serverless functions on hardware you control. Docker setup plus a Supabase/PocketBase comparison.
Connect n8n to Ollama for automations that classify, summarize, and triage instead of just moving data around. Three practical workflows plus prompt design tips.
Your upload works fine locally. It times out through NGINX. The client closes the connection. Here's why.
Uptime Kuma goes past HTTP checks: TCP, DNS, and Docker monitors, push monitors for cron jobs, public status pages, and the scripting API that actually exists.
Tired of manually updating containers? Watchtower handles it. But if you set it wrong, you'll wake up to broken apps. Here's how to do it right.
Your backend can't see the client IP because the reverse proxy silently dropped it. Here's why and how to fix it right.
Your DNS queries go out in plain text, so your ISP logs every site you visit. This covers how DoH, DoT, and DoQ fix that, and how to self-host with AdGuard Home.
Your app is logging to a single file. It's 50GB now. Here's how to rotate logs before your disk dies.
Self-hosted email with Mailcow or Stalwart means daily SPF, DKIM, DMARC, and IP blacklist battles. Here's the honest case against running your own mail server.
NocoDB self-hosted: connect to existing Postgres/MySQL, build spreadsheet views, auto-generate APIs, and skip the Airtable subscription forever.