PDF files can be stored as SQLite BLOB data.
CREATE TABLE documents (
id INTEGER PRIMARY KEY,
title VARCHAR(255) NOT NULL,
data BLOB NOT NULL
);
DBBlobEditor can help you to store PDF files as SQLite BLOB data:
View PDF stored in SQLite BLOB field