An abstract is merely a summary and can often be found at the beginning of the article in the journal where it appeared.
An annotation begins with a summary but concludes with comments evaluating the article's methodology and putting it in conversation with the other works on the bibliography.
WARNING: Do NOT copy and paste the abstract that was found in the journal into your annotation. You must summarize the article in your own words.