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Take somebody at their word
Trust Implicitly
Using the phrase indicates a deep level of trust, where you accept someone's statement without evidence. 
Potential Risk
Understand that taking someone at their word can be risky if the person is not trustworthy. 
Not Literal
This phrase is often used figuratively, meaning you don't literally take words, but rather believe the message. 