Build a Media Agent workshop: CPU-based agent calling GPU tools on demand
Al_Grigor · x · 2026-11-03
Alexey Grigorev (DataTalks.Club) shares a cost-saving agent architecture: the agent runs cheaply on a CPU, reading briefs and deciding what to create, while expensive image/speech models live on GPUs and are invoked as tools only when needed.
A hands-on workshop 'Build a Media Agent' streams live on YouTube, Nov 3, 16:30-18:00 CET, covering an image tool on a serverless endpoint, a CPU agent that picks tools, a speech tool via MCP, and batch-job cost per asset.
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