Added descriptions of the retrieval agent component (#4416)

Added generate component description (#4399)

Added instructions on embedding agent or assistant into a third-party webpage (#4369)

Updated outdated descriptions and added multi-turn optimization (#4362)

Initial draft of the begin component reference (#4272)