from app.logging.context_log import log_context_resolution import logging logger = logging.getLogger(__name__) def resolve_context(text: str, metadata: dict = None) -> dict: """ Placeholder for context resolution logic. Logs which context sources were used via JSON audit. """ # Dummy context (replace with actual MCP context resolution) context = { "summary": f"Context for '{text[:50]}'", "sources": ["mcp_server_1", "mcp_server_2"], } logger.info("Context resolution performed", extra={"text": text[:100]}) # Log JSON audit log_context_resolution(context, text, metadata) return context