Is it possible to query all products in a collection by a tag

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I have a collection of just under a thousand products and within that collection there are about 100 different tags.  Using liquid I want to be able to query products in the collection by there tag. 


The problem seems to be there is a limit to the amount of products that can be searched, it seems to be stoping after the first 50 or so products.


Is there any way to search the entire collection not just the first 50 products?