AJAX is an approach for building fast, dynamic web pages using existing web standards like XML, JavaScript, CSS, and HTML. It allows updated parts of a web page without reloading the entire page. Frameworks help simplify AJAX development by providing pre-built functions and libraries that handle cross-browser compatibility and other complexities. Direct AJAX frameworks require expertise in HTML, CSS, and JavaScript while indirect frameworks use high-level languages and compilers.