Most regex generators support multiple programming language formats including Python, JavaScript, PHP, Java, C#, and Ruby. They automatically handle the different syntax requirements and escape characters needed for each language. When you generate a pattern, you can usually select your target language from a dropdown menu, and the tool will format the regex appropriately, including proper delimiters and flags.