Local LLM vs API: How to Decide Based on Usage, Privacy and Budget
Local LLM vs API: decide on usage, privacy, model quality, budget and upkeep, with a cost method using hypothetical numbers and a hybrid local-plus-cloud plan.
Local LLM vs API: decide on usage, privacy, model quality, budget and upkeep, with a cost method using hypothetical numbers and a hybrid local-plus-cloud plan.
Install Ollama on Windows, macOS or Linux, verify it works, run your first model, move the model folder and fix common problems. Updated October 2026.
Open WebUI Ollama setup with Docker or pip: create the admin account, connect to Ollama, download models and fix ‘can’t reach Ollama’ errors.
本地部署还是 API?从用量、隐私合规、模型能力、预算和运维五个维度做决定,附成本算法示例和本地加云端的混合方案。
Ollama 安装教程:覆盖 Windows、macOS、Linux 的下载与安装,教你验证安装、跑通第一个模型、修改模型路径,并列出常见问题的排查顺序。
Open WebUI 安装教程:用 Docker 或 pip 部署,连接本机 Ollama,创建管理员、下载模型,并解决连接不上 Ollama 的常见问题。