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Self-hosting AI tools on a VPS is genuinely rewarding but comes with real limitations that are...
GPU vs CPU VPS: What You Actually Need for AI WorkloadsChoosing between a CPU-only and GPU-equipped VPS is one of the most consequential decisions for...
How to Build a Simple AI Chatbot with LangChain on a VPSLangChain is a framework that simplifies building applications powered by language models —...
How to Deploy a Python Application with Gunicorn and NginxGunicorn is a production-grade WSGI server for running Python web applications (Flask, FastAPI,...
How to Deploy a RAG (Retrieval-Augmented Generation) Pipeline on a VPSRetrieval-Augmented Generation (RAG) combines a language model with a search step over your own...
How to Install LocalAI as an OpenAI-Compatible API AlternativeLocalAI provides a drop-in, OpenAI-API-compatible endpoint backed by open-source models running...
How to Install Ollama and Run Local LLMs on a VPSOllama makes running open-source large language models locally straightforward — handling...
How to Install PyTorch and TensorFlow on a VPSPyTorch and TensorFlow are the two dominant machine learning frameworks, used for building,...
How to Monitor GPU Usage on a VPS (nvidia-smi and Beyond)If you're running a GPU-equipped VPS for AI workloads, monitoring GPU utilization, memory, and...
How to Run Stable Diffusion for AI Image Generation on a VPSStable Diffusion generates images from text prompts using an open-source diffusion model. This...
How to Serve a Machine Learning Model with FastAPIFastAPI is a modern, fast Python web framework well-suited for wrapping a machine learning model...
How to Set Up Whisper for Self-Hosted Speech-to-TextWhisper is an open-source speech recognition model capable of accurate transcription across many...
How to Set Up a Private ChatGPT-Style Interface with Open WebUIOpen WebUI provides a familiar, browser-based chat interface for locally-run language models...
How to Set Up a Vector Database (Qdrant) for AI ApplicationsVector databases store and search data by semantic similarity rather than exact matches —...
VPS Requirements for Running AI and Machine Learning WorkloadsBefore installing any AI tooling, it's worth understanding what a VPS can and can't realistically...
