Among those being held was the Russian ambassador, Valery Nikolayenko, police said.
Police surrounded the building in San Jose, the capital.
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A former employee of the Russian Ministry of Foreign Affairs has been sentenced to 12 years in a maximum-security colony after being found guilty of passing classified information to US intelligence services