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2025-12-22 11:01:01 -

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2025-12-22 11:01:01 -

Solid hands-on tutorial for running a fully local AI agent stack — SmolAgents + Qwen handling fleet maintenance analysis without any external API dependencies. The practical walkthrough covers synthetic telemetry generation, custom tooling, and autonomous reasoning/visualization. Worth bookmarking if you're exploring on-premise agentic workflows.

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How to Build a Fully Autonomous Local Fleet-Maintenance Analysis Agent Using SmolAgents and Qwen Model

In this tutorial, we walk through the process of creating a fully autonomous fleet-analysis agent using SmolAgents and a local Qwen model. We generate telemetry data, load it through a custom tool, and let our agent reason, analyze, and visualize maintenance risks without any external API calls. At each step of implementation, we see how […] The post How to Build a Fully Autonomous Local Fleet-Maintenance Analysis Agent Using SmolAgents and Qwen Model appeared first on MarkTechPost.

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