Ghani announced that Amrullah Saleh will be the next interior minister and Asadullah Khaleed will be defense minister. Both are former intelligence chiefs who have blamed Pakistan for the Taliban's resurgence in recent years and have even called for it to be declared a state sponsor of terror.
Afghanistan's parliament will have to approve the appointments.
However, two high ranking officials in Kabul, who spoke on condition of anonymity because of the sensitivity of the talks, said Ghani was displeased that the Taliban refused to hold direct talks with the Afghan government in the UAE. The Taliban have repeatedly refused to talk to Kabul calling them American puppets.
The Taliban, who heralded the announced withdrawal of half of the 14,000 U.S. troops currently in Afghanistan as a good step toward peace, have refused to comment on the appointments of Saleh and Khaleed. In 2012, a Taliban suicide bomber targeted Khaleed, who suffered serious injuries.
Meanwhile Pakistan's Foreign Minister Shah Mehmood Qureshi told the Associated Press that he will be in Kabul on Monday for talks with the government to reinforce Pakistan's commitment to finding a peaceful end to Afghanistan's 17-year war.
Qureshi will be in Kabul on the first leg of a regional tour that will also include Iran, China and Russia.
"Good relations between Pakistan and Afghanistan, as well as peace in Afghanistan, is critical for regional stability," said Qureshi. "Pakistan wants a sustainable peace in Afghanistan."
Associated Press writer Asim Tanvir in Multan, Pakistan, contributed to this report.