import pandas as pd file_path = r'/root/.openclaw/workspace-xiaoyan/business_knowledge/L2单词表/L2知识库-三级+A2.xlsx' df = pd.read_excel(file_path) music_keywords = ['唱歌', '音乐', '歌曲', '歌', '唱', '乐器', '钢琴', '吉他', '小提琴', '鼓', '演奏', '乐队', '音乐会', '演唱会', '旋律', '节奏', '音符', '录音', '歌手', 'sing', 'song', 'music', 'musical', 'piano', 'guitar', 'violin', 'drum', 'band', 'concert', 'melody', 'rhythm', 'note', 'record', 'singer', 'musician', 'instrument', 'listen', 'sound', 'voice', 'choir', 'opera', 'jazz', 'rock', 'pop', 'dance', 'rap', 'tune', 'lyric', 'album', 'audio'] results = [] for idx, row in df.iterrows(): word = str(row.iloc[0]).strip().lower() meaning = str(row.iloc[2]).strip().lower() if len(row) > 2 else '' for kw in music_keywords: if kw in word or kw in meaning: results.append(row) break print(f"L2知识库总单词数: {len(df)}") print(f"\n🎵 唱歌/音乐相关单词 ({len(results)} 个):") print("-" * 60) print(f"{'单词':<25} {'词性':<10} {'中文释义'}") print("-" * 60) for row in sorted(results, key=lambda x: str(x.iloc[0]).lower()): print(f"{str(row.iloc[0]):<25} {str(row.iloc[1]):<10} {str(row.iloc[2])}")