Yes, this is a very common type of situation where a Brit has been living abroad with their spouse and now wants to repatriate. It's called a "spouse visa", and the controlling technical reference is Paragraph 281 of the Immigration Rules.
The hurdles for qualifying are listed in Appendix FM, which was enacted by Parliament in 2010 and also forms part of the rules.
Terminology wise, you are the 'sponsor' and your spouse is the 'applicant'. To start, the spouse creates an account at Visa4UK and fills out the form.
Gathering the right evidence is key-critical, it's best to take future questions up at Expats. Your question is possibly off-topic here because I cannot tell if you are visiting your spouse or what your status is abroad.