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The Mahakali Treaty, overseen by Deuba during his first premiership, is a crucial agreement between Nepal and India that addresses water sharing rights and usage of the Mahakali River. The treaty aims to foster cooperation and mutual understanding between the two nations in managing their shared water resources and promoting equitable distribution.