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Use Python >=3.10 (3.12.7 tested), pip, Git and a POSIX shell. Install before invoking qit. Fake arithmetic requires no credentials or Docker and runs only trusted pure functions. Real models need provider extras and an explicit credential resolver; file/command tools need working Docker. Installation · Real model configuration.