"""Langfuse observability integration.""" from langfuse import Langfuse from src.config.settings import settings from src.middlewares.logging import get_logger logger = get_logger("langfuse") def get_langfuse(): """Get Langfuse client.""" return Langfuse( public_key=settings.LANGFUSE_PUBLIC_KEY, secret_key=settings.LANGFUSE_SECRET_KEY, host=settings.LANGFUSE_HOST ) def trace_chat(user_id: str, room_id: str, query: str, response: str): """Trace a chat interaction.""" langfuse = get_langfuse() langfuse.score( name="chat_interaction", value=1, # Placeholder for quality score comment="Successful chat" ) langfuse.flush()