To paraphrase a famous statement from The Graduate,
I have one word for you, just one word... batteries...
Chemical reactions aren't the most cost-effective way to create electricity, but we use them all the time. We also deal with a special class of non-metal materials that conduct electricity. They're called semiconductors.
However, this does not mean you're going to have a civilization filled with the glowing warmth of electric light and the easy listening of Motown soul. Without a good conductor, the potential of electricity (haha, an EE joke there. Did you notice?) is quite low. I doubt you could arc-weld without metal conductors.
Without plentiful oxygen there's a whole lot of things you can't do, like transportation (combustion), wastewater treatment, rocketry of pretty much any kind, plastics, acids (and a whole heck of a lot of other chemicals), and (not to make too fine a point) water.
No oxygen kinda means no photosynthesis, which begs the question, what kind of plants do you have? It makes for aerobic water (aka, life in rivers and lakes), so without it you're not fishing. In fact, insofar as we understand life, no oxygen == no life.
So, while electricity may be your main interest, it isn't actually your biggest problem. No oxygen is a bad thing.