You're likely thinking of the book
"The Book Thief" by Markus Zusak. While the main character, Liesel Meminger, isn't blind, she lives in Nazi Germany during World War II, where books are banned and considered dangerous. She learns to read and steal books, finding solace and connection in the written word.
Although the story doesn't explicitly mention a blind girl, the theme of the book is about the power of words and stories, even in the face of oppression.