SMRTR AIAug 3, 2026Daily.dev

How to Build CLI Agents with Python & Ollama

SMRTR summary

CLI agents combine large language models with direct terminal access, letting developers give instructions in plain language instead of typing commands. This tutorial walks through building a fully local CLI agent using Python and Ollama, which runs both the model and the logic on your own machine. Using Alibaba's Qwen model, the agent translates natural-language requests into real shell commands, like checking disk space or memory usage.

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