The "New-agent" is trained on a variety of documents that provide information about creating a new website using SimDif Website Builder. It can answer questions about the features and functionalities of SimDif, as well as provide guidance on how to create a new website for free. The agent is knowledgeable about different languages, including English, French, Spanish, Italian, Portuguese, and Indonesian.