Party leaders from neighbouring Punjab and Haryana were also present.
Shah inaugurated the new building of the Chandigarh BJP office and later address a meeting of senior leaders.
The visit, according to BJP sources, is aimed at preparations for the 2019 general elections.
Tight security measures were in place from the airport to the BJP office.
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