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| # 安装并加载模型 | |
| model_name_or_path = "spacy/zh_core_web_sm" | |
| spacy.cli.download(model_name_or_path) | |
| nlp = spacy.load(model_name_or_path) | |
| # 在模型被成功加载之后，你就可以使用它来进行文本处理任务了 | |
| import spacy | |
| import gradio as gr | |
| import textdistance | |
| nlp = spacy.load("zh_core_web_sm") | |
| def game_starts(): | |
| return "星期天，你是一名侦探，小兔子被杀了，她的室友有三人。" | |
| def extract_command(doc): | |
| for ent in doc.ents: | |
| if ent.label_ == "COMMAND": | |
| return ent.text.lower() | |
| def get_best_match(input_text, options): | |
| distances = {option: textdistance.jaro_winkler.similarity(input_text, option) for option in options} | |
| return max(distances, key=distances.get) | |
| def game(player_input): | |
| # 解析玩家输入 | |
| doc = nlp(player_input) | |
| command = extract_command(doc) | |
| if command: | |
| # 匹配已知的操作指令 | |
| if command in ["看", "案情"]: | |
| return "小兔子被刺伤在胸口，现场找到一把锋利的刀。" | |
| elif command in ["查", "室友"]: | |
| return "1.王某：晚上一直在家陪女友看电影。\ | |
| 2.李某：说自己去了夜店，和朋友喝了一晚，但没有人能为他作证。\ | |
| 3.张某：嫌疑人目击证言显示她在案发当晚凌晨在小兔子的房间里。" | |
| elif command in ["抓", "凶手"]: | |
| return "恭喜你，成功找到了凶手并将 TA 抓获！" | |
| else: | |
| return "你的操作有误，请重新输入。" | |
| else: | |
| # 没有明确的操作指令，我们会尝试从包含关键词的短语中获得更多的线索 | |
| search_phrases = {ent.text.lower() for ent in doc.ents if ent.label_ == "SEARCH_PHRASE"} | |
| if search_phrases: | |
| # 获取受支持的搜索短语列表 | |
| keyword_lists = { | |
| "看": ["案情", "现场", "凶器", "证人"], | |
| "查": ["室友", "目击证言"], | |
| "抓": ["凶手", "嫌疑人", "线索"] | |
| } | |
| options = [] | |
| for command, keywords in keyword_lists.items(): | |
| for keyword in keywords: | |
| phrase = f"{command}{keyword}" | |
| options.append(phrase) | |
| # 获取与搜索短语最匹配的操作指令 | |
| best_match = get_best_match(" ".join(search_phrases), options) | |
| return f"您的操作指令可能是：{best_match}。" | |
| else: | |
| return "您的操作有误，请重新输入。" | |
| iface = gr.Interface(game, | |
| inputs=gr.inputs.Textbox("输入操作指令："), | |
| outputs="text", | |
| title="文字冒险游戏", | |
| description="一个简单的文字冒险游戏，你是一名侦探，小兔子被杀了，找出真凶并逮捕 'TA'，别让 'TA' 逃脱！" | |
| ) | |
| iface.launch() | |