https://www.nti.org/education-center/treaties-and-regimes/no...
India is far from Ukraine and so doesn't have many geopolitical interests at stake, unlike European countries and (by very close alliances and relationships) the US.
India does have at stake the rules-based international order, for which a fundamental rule is respect for national sovereignty, and respect for the legitimacy of democracies. Sharing borders with Pakistan and China, India has a special interest in those.