Well, I resetted my vs code environment in order to start fresh and check if my problem was still there. My issue is that VS Code interactive windows do not share the same "working space" as the cells. I usually use the interactive window to try stuff, which then gets crystallized in the notebooks. The interactive VS Code consoles are disjointed from the notebook, making it a pain to test stuff with already-defined variables and libraries.