I have been completely unable to enjoy sex with my partner since I was put on blood pressure pills in December. He is complaining bitterly about this.

Could the tablets be responsible for my problem?

Yes. Please ask your GP to change the pills. There are now 72 different BP-lowering medications on the market, so it should be easy to find another one which will suit you better.