Primary sources convey first-hand experience of the event or time period you’re studying.
Secondary sources convey the experiences of others, or “second-hand” information; they often synthesize a collection of primary sources.
There's also a third group called tertiary sources, which are like "third-hand" information; they usually synthesize a collection of secondary sources.