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Running an AI workshop? build a minter. I wanted 150+ attendees to run an analytics agent against DuckDB. Local inference was out, smallest reasonable model is a 7GB download, and conf wifi says lol... https://blog.mehdio.com/p/running-an-ai-workshop-build-a-llm

blog.mehdio.comRunning an AI workshop ? Build a LLM key minter firstWhile prepping my PyCon DE & PyData 2026 talk (slides), I wanted 150+ people to run an analytics agent against DuckDB.

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