Function read_arxiv

deployments/desktop/shared/agents.py:2505–2548

(
    user_id: str,
    arxiv_id: str,
    write_feishu: Optional[bool] = None,
    response_language: str = "zh",
)

            category=paper.get("category", "unknown"),
        )

    for paper_number in sorted(skipped):
        paper = papers[paper_number - 1]
        _log_feedback_event(
            user_id=user_id,
            push_id=push_id,
            paper_number=paper_number,
            paper=paper,
            action="skipped",
            action_type="gui_skipped",
            category=paper.get("category", "unknown"),
        )

    for paper_number in sorted(later):
        paper = papers[paper_number - 1]
        _log_feedback_event(
            user_id=user_id,
            push_id=push_id,
            paper_number=paper_number,
            paper=paper,
            action="later",
            action_type="gui_later",
            category=paper.get("category", "unknown"),
        )

    profile_before = db_ops.get_profile(user_id) or {}
    updated_profile: Dict[str, Any] = profile_before
    if selected or skipped or later:
        history_before_update = db_ops.get_recent_selected_papers(
            user_id,
            limit=60,
            days=60,
            before_timestamp=current_timestamp.isoformat(sep=" "),
        )
        strength, _latency = feedback_agent.estimate_feedback_strength_multiplier(push_id, current_timestamp)
        updated_profile = feedback_agent.update_profile_based_on_selection(
            user_id=user_id,
            selected_paper_ids=sorted(selected),
            skipped_paper_ids=sorted(skipped),
            papers=papers,
            historical_selected_papers=history_before_update,
            current_timestamp=current_timestamp,
            feedback_strength_multiplier=strength,
        )
        evidence_numbers = sorted(selected | skipped | later)
        evidence_papers = [papers[number - 1] for number in evidence_numbers if 1 <= number <= len(papers)]
        feedback_agent.ingest_profile_drift_to_wiki(