AI & Local Models
Run a Local Coding Model in VS Code with Ollama and Continue
Configure local coding models in VS Code with Ollama and Continue YAML, verify the backend, understand privacy limits, and compare tools honestly.
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AI & Local Models
Grounded Local PDF Q&A with Ollama, LangChain, and Chroma
Build local PDF Q&A with current LangChain packages, labeled source chunks, validated citation IDs, retrieval tests, and honest hallucination limits.
AI & Local Models
Ollama on a Cloud Server: Costs, Sizing, and Security
Plan a private CPU-based Ollama server with current DigitalOcean pricing, realistic memory limits, SSH-tunneled access, and repeatable measurements.
AI & Local Models
Running Open-Source LLMs on Mini PCs: Intel N100 vs. Ryzen 5 with Ollama
Compare Intel N100 and Ryzen 5 5500U mini PCs for Ollama using official CPU specifications, system-specific buying checks, and a repeatable benchmark.