KnowledgePrompt generates a prompt for knowledge-based questions, optionally including RAG results.

this prompt is applied before the user prompt is forwarded to the LLM we inject the list of RAG results we loaded from the vector store.

this prompt is applied as the system prompt for a session that has been fine-tuned on some documents.