Function _chat_pinned_nodes

deployments/desktop/shared/agents.py:4372–4391

(
    *,
    user_id: str,
    question: str,
    resolved_nodes: List[Dict[str, Any]],
    limit: int,
    scope: str = "all",
)

                    "category": category,
                    "source": "recent_daily_push",
                },
                "score": _to_float(score, 1.0),
                "updated_at": paper.get("pushed_at") or paper.get("updated_at") or "",
            }
        )
        if len(nodes) >= max(1, int(limit or 8)):
            break
    return nodes


def _chat_pinned_nodes(
    *,
    user_id: str,
    question: str,
    resolved_nodes: List[Dict[str, Any]],
    limit: int,
    scope: str = "all",
) -> List[Dict[str, Any]]:
    pinned = list(resolved_nodes or [])
    if _should_pin_recent_papers(question, scope) or pinned:
        seen = {str(node.get("node_id") or "") for node in pinned}
        remaining = max(0, int(limit or 8) - len(pinned))
        query = question if _local_paper_query_tokens(question) else ""