Eyewitnesses report gunmen are holed up in the 20th floor of the Corinthia Hotel, have taken at least five hostages.
Lybian security forces surrounded the hotel.
"Three gunmen who are believed to have carried out a car explosion in the car park of the Corinthia hotel have been trapped by our security forces," Reuters reports quoting security spokesman Essam Naas.
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