Earlier, Prime Minister Modi had earlier said that India shares Myanmar's concern on extremist violence in the Rakhine state and that he hopes that all stakeholders can find a solution, in which the unity and the territorial integrity of the country is maintained, together.
"We would like to thank India for the strong stand that it has taken with regard to the terrorist threat that came to our country", said Aung San Suu Kyi, to which Prime Minister Modi responded that "India completely understands the challenges".
Modi's first bilateral visit here comes at a time when the Myanmarese government led by Nobel laureate Suu Kyi is facing global pressure over the 125,000 Rohingya Muslims that have poured into Bangladesh in just two weeks after Myanmar's military launched a crackdown in the Rakhine state.
Modi called on President Kyaw soon after he arrived in the country on his first bilateral visit.
India on Wednesday shared its concerns with Myanmar over the situation in the country's Rakhine state where the army has launched a crackdown on the Rohingyas, triggering a mass exodus.
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Modi, in his joint press statement with Suu Kyi after the talks, said India understands the problems being faced by Myanmar.
Following Wednesday's talks, India and Myanmar signed 11 agreements, including on cooperation in maritime security and coastal surveillance.
Prior to their departure, Indian officials made it clear that Modi is expected to raise the exodus of the ethnic Rohingyas into neighbouring countries.
Rasheed said: "It is shameful and unfortunate that Aung San Suu Kyi who was seen as an icon for her constant fight to uphold democratic traditions and human rights has changed her colors so quickly and is justifying the ethnic cleansing of Muslims in Myanmar".
India and Myanmar were also looking at strengthening existing cooperation in areas of security and counter- terrorism, trade and investment, infrastructure and energy, and culture, Modi had said ahead of his visit.
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"We (India and Myanmar) can together do a survey for an INA memorial here", he stated to much applause from the gathering.
He also spoke about bringing about development in the agricultural sector.
PM addresses the Indian Community in Myanmar.
He appreciated the role of Indian diaspora in contributing towards to the development of wherever they have settled, adding that they also kept in touch with their roots.
-PM @narendramodi: Deepening relationship with Myanmar is a priority for India, as a neighbour and also in the context of "Act East Policy". Prime Minister Modi performed "puja" at Kalibari Temple.
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Modi reached Nay Pyi Taw on the final leg of his two-nation visit after attending the BRICS Summit in China.