The police team and Kalita reached here in a flight from Kolkata at around 6 pm this evening.
Tight security arrangements were made at the airport, official sources said.
Superintendent of police (Operations) Ranjan Bhuniya, who led the Assam police team to Varanasi, told newsmen at the Lokpriya Gopinath Bordoloi airport that a five-day transit warrant had been secured from Varanasi CJM court and based on it Kalita has been brought to Guwahati.
Kamrup Metro Senior Superintendent of Police A K Tiwari told PTI that Kalita is likely to be produced in court today or tomorrow.
"If there is time we will produce him before the court today. Or else, it will be done tomorrow," Tiwari said.
Kalita, a former government employee who was absconding since the incident, was held at Varanasi on July 23 by the Uttar Pradesh police. With his arrest 14 of the 17 identified in the incident have been taken into custody.
Of the 14 in custody, eight - including the reporter of a local TV channel Gaurav Jyoti Neog who filmed the incident, have been remanded to judicial custody.