The team has returned from London after participating in Women's World Cup in which India lost to England in the final played last Sunday.
Modi had posted a series of tweets before the match to wish luck to the team and to players individually. He had also tweeted soon after the match to hail the team's performance.
During the interaction today, the players said that this was the first time that they had seen a prime minister tweet for the women's cricket team, the PMO said.
Responding to questions asked by the players on handling pressure, the prime minister said that Yoga helps achieve a good balance between mind, body and action. He also said that practice of Yoga helps develop detachment, it said.
Telling the players that they had not "lost", the prime minister said that 125 crore Indians carried their defeat in the final, on their shoulders, and this was, in fact, their greatest victory, the statement said.
He said India's daughters have made the nation proud in many international sporting events and that the society is benefiting from the progress that women are making in various fields.
The players presented a signed cricket bat to the Prime Minister.
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