Modi attended the centenary celebrations of the Patna University (PU) here along with Kumar.
"It is a day of great honour that Prime Minister Narendra Modi is present for Patna University's centenary celebrations," Kumar said addressing the gathering.
Earlier, the Prime Minister was welcomed by Bihar Governor Satya Pal Malik and the chief minister among others at the Patna airport from where he drove straight to the Patna Science College campus.
He will also launch development projects worth over Rs 3,700 crore during his visit.
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In August, Modi along with Chief Minister Nitish Kumar had made an aerial survey of the flood-hit districts of Bihar.
The prime minister had promised a "package" of Rs 1.25 lakh crore in 2015 for the state during the campaign for the assembly elections in which the BJP and the JD(U) were pitted against each other.
The two parties remained partners in Bihar for 17 years but the JD(U) severed ties in mid-2013 over elevation of Modi as BJP's Prime Ministerial candidate.
Other Union Ministers present at the ceremony included Ram Vilas Paswan, Ashwini Chaubey and Upendra Kushwaha.
After attending the Patna University function, the prime minister will fly to Mokama, which is in Patna district about 100 km from the capital city. Modi will launch a number of development projects there.
At Mokama, Modi will lay the foundation stone of four Rs national highways projects worth 3,031 crore.
Construction of four sewage treatment plants (STPs) and related works worth Rs 738.04 crore will also begin, an official statement said.
Union road transport minister Nitin Gadkari, who also holds the portfolio of water resources, will accompany the prime minister for the ceremony.
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