The officials added that a rescue operation is underway to locate people suspected to be trapped.
Police said that few people were also injured and are getting treated at a hospital.
Delhi Fire Service chief Atul Garg said that a call regarding fire at a building in the area was received at around 9.35 a.m following which 10 fire tenders were pressed into service.
“So far, three persons have been rescued and two to three people are feared trapped,” said Garg.
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