Is it true that Swahili is a language that developed because of the interaction between Arabic and African cultures?

YES. Swahili was a language developed for use between Arab merchants in along the East African coast and the indigenous Bantu-speaking peoples who lived there. It has a mix of grammar and lexicon from both Arabic and Bantu languages, but is primarily a Bantu language.