grepping compressed files

I am a new Unix/Linux shell user and I have lots of .gz files in my directory. I would like to search .gz files using the grep command. Unfortunately, grep command is not working on my compressed files. How do I write a script to automate entire procedure to grep some compressed files? Do I have to uncompress them first and run grep over them?

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