Feature: RAG configuration is saved in chatbot_config.

Current Behavior: Currently, RAG parameters (embedder url, chunk size, etc.) are hard-coded within ChatKnowledgeManager.

Desired Behavior: RAG parameters are loaded from chatbot_config (if they don't exist in chatbot_config, there is a set of default parameters that is used).