Self-Hosted AI Models: Full Control, Privacy, and Performance
April 9, 2026
Self-hosted AI models in 2026: Ollama, Vertex AI Model Garden, vLLM, and TGI. Full data control, predictable costs, and the ops work you take on in exchange.
Self-hosted AI models in 2026: Ollama, Vertex AI Model Garden, vLLM, and TGI. Full data control, predictable costs, and the ops work you take on in exchange.
Production local AI on your own hardware: Ollama + Qwen3, ChromaDB RAG, tool-calling agents, quantization, and security. Runnable code, zero cloud.
Install Ollama in one command and run Llama 3.3, Mistral, and Phi-4 locally on Mac/Linux/Windows. GPU setup, REST API, VS Code, and LangChain patterns.
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