How to express the olive branch in English?

Generally speaking, extending an olive branch in English means making peace and striving for a peaceful solution.

The following are two news items for your reference:

Tony Leon, leader of the official opposition Democratic Alliance, extended an olive branch to Patricia Deryl, leader of the Independent Democratic Party.

Huck extended an olive branch to Rush and asked him to contact him.