When building a software that utilizes different APIs, is it important that these APIs are in the same language? How can I ensure that the APIs I use go well together?

Asking for a CS senior project. I need different APIs for different functionalities: image recognition, reverse image search…etc. I found a few APIs that I think will be useful for my project, but is there a way I can ensure they go well together before using them?