In this case, when talking about chess, it's a opening where you sacrifice one of your pieces (usually a smaller piece, like a ****), in the hopes of achieving an advantage against your opponent.
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go for
1. Informal To have a special liking for: I really go for progressive jazz.
2. To attack: an opponent who is known to go for the jugular in arguments.
3. To pass for or serve as: