Building a Local AI Server
Complete guide to building a local AI server including hardware selection, software stack, Docker deployment, and API integration.
4 Nov 2026, 11:2815 min read
/ai
Artificial Intelligence
Local LLMs, AI tooling and applied machine learning.
10 articles published
Building a Private AI Infrastructure
Complete guide to building private AI infrastructure including hardware, software, model serving, security, and production deployment.
4 Nov 2026, 11:2815 min read
Deploying DeepSeek Coder and Qwen Models Locally
Complete guide to deploying DeepSeek Coder and Qwen LLMs locally including Ollama setup, vLLM serving, API integration, and coding assistant workflows.
4 Nov 2026, 11:2815 min read
GPU Passthrough for Virtualized AI Workloads
Complete guide to GPU passthrough for virtualized AI workloads including VFIO, SR-IOV, KVM, and Proxmox configuration.
4 Nov 2026, 11:2815 min read
Installing and Configuring Ollama on Linux
Complete guide to installing and configuring Ollama on Linux for running local LLMs including model management, API usage, and production deployment.
4 Nov 2026, 11:2815 min read
RAG Architecture and Document-Based AI Search
Complete guide to Retrieval-Augmented Generation (RAG) architecture including vector databases, embedding models, document chunking, and production deployment patterns.
4 Nov 2026, 11:2828 min read
Running AI Models Using Docker
Complete guide to running AI models in Docker containers including Ollama, vLLM, TensorFlow Serving, and production deployment.
4 Nov 2026, 11:2818 min read
Running Local AI Models on Windows and Ubuntu
Complete guide to running local AI models on Windows and Ubuntu including Ollama, LM Studio, Docker, and GPU configuration.
4 Nov 2026, 11:2815 min read
Understanding CPU, GPU and NPU for AI Workloads
Complete guide to CPU, GPU and NPU hardware for AI workloads including architecture, performance comparison, and selection guide.
4 Nov 2026, 11:2815 min read
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