New RAG Engine Support

Introduced a new RAG engine to enhance how agents access and use knowledge base information. This update improves response accuracy and ensures more relevant information retrieval across conversations.

The new setup is supported across both backend and frontend, providing a more reliable and consistent knowledge experience for agents.