Reflecting the strong bipartisan support to the India-US relationship, the lawmakers welcomed the decision of the House Speaker Paul Ryan to invite Modi to address the joint meeting.
"Speaker Ryan's decision to invite Prime Minister Modi to address Congress demonstrates the growing commitment to strengthening the strategic partnership between the US and India," said Senators Mark Warner and John Cornyn in a joint statement.
Warner from the Democratic Party and Cornyn from the Republican Party are co-chairs if Senate India Caucus, the only country specific caucus in the US Senate.
In fact, Modi would be the first foreign leader to address a joint meeting of the Congress after Ryan became the Speaker last year.
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"This will be the first joint meeting of this speakership. We certainly look forward to welcoming Prime Minister Modi in the United States Capitol this summer, I believe it's June 8th," Ryan said.
"It is a chance to hear from the prime minister on how we can work together to promote our shared values and to increase prosperity," Ryan said.
Congressman Brad Sherman welcomed Ryan's decision.
"I am pleased that India's Prime Minister Narendra Modi will be able to address a Joint Session of Congress this year," he said.
However that could not happen as the Congress was in
recess ahead of the 2014 general elections for the Congress.
The Prime Minister's office has not said yet if the invitation has been accepted.
He accepts the invitation, Modi would be the fifth Indian Prime Minister to address a joint meeting of the US Congress and the first on more than a decade.
Other Prime Minister to get the honour were Atal Bihari Vajpayee (September 14, 2000), P V Narasimha Rao (May 18, 1994) and Rajiv Gandhi (July 13, 1985).
"Since India's independence in 1947, the relationship between the United States and India has steadily grown. The United States and India have a unique relationship based on shared democratic values. The Prime Minister's visit is an opportunity to build on the US-India strategic partnership to the benefit of both our nations," Sherman said.
"I applaud Speaker Ryan for inviting Prime Minister Modi to address a Joint Meeting of Congress, and I look forward to welcoming the Prime Minister to the Capitol. This address will serve as a sign of the deep and important relationship between the United States and India," said Ed Royce, Chairman of the House Foreign Affairs Committee.
"I look forward to welcoming Prime Minister Modi to Washington in June, where his address to a Joint Session of Congress will explore how our two nations can work together to further our shared values and interests," said Congresswoman Tulsi Gabbard, the first ever Hindu lawmaker elected to the US Congress.
"As the world's oldest and largest democracies, the US and India have many shared values and objectives. Since Prime Minister Modi was first elected in 2014, he has made active engagement with the United States a priority on many levels including exploring mutually beneficial economic opportunities, stronger government-to-government relations, and enhanced security engagements," she said.