INNER CODE UNIT · Python

_main_skipped_until

skyportal/skyportal · services/assistant/app.py:239

            _main_skipped_until = time.monotonic() + FALLBACK_PERIOD

    raise last if last is not None else RuntimeError("no attempt was made")


def remaining(deadline, floor=5.0):
    """Seconds left before the answer is due, or None when too few to be useful."""
    left = deadline - time.monotonic()
    return left if left >= floor else None


def answer(conversation, context_type, context_id, user, token):
    """The answer, the tools it took to get there, and any filter it built."""
    tools = list_tools(token, context_type)
    offered = {tool["function"]["name"] for tool in tools}
    messages = build_messages(conversation, MAX_CONTEXT, context_type, context_id, user)
    trace = []

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