A key test of their unity would be on Sunday, at a protest rally in Delhi to which AAP has invited all opposition parties
In Maharashtra state three people were killed in a temple when they were struck by lightning.
Prime Minister Narendra Modi expressed grief at the loss of lives, his office tweeted, adding the government was doing its best to provide all possible assistance to those affected.
The weather office has forecast more storms on Thursday across large parts of eastern India.