""" RAGFlow provider for LiteLLM. RAGFlow provides OpenAI-compatible APIs with unique path structures: - Chat endpoint: /api/v1/chats_openai/{chat_id}/chat/completions - Agent endpoint: /api/v1/agents_openai/{agent_id}/chat/completions """