自媒体想日更缺内容？AI原创文章批量生成+自动发布稳流量

class ContentGenerator:  
    def __init__(self, domain):  
        self.domain = domain  
        self.validator = ContentValidator()  
    
    def generate_batch(self, topics):  
        articles = []  
        for topic in topics:  
            # 调用AI智能媒体助理的生成引擎  
            raw_content = self.call_nlp_api(topic)  
            
            # 敏感词过滤  
            if self.validator.safety_check(raw_content):  
                # 原创度提升  
                optimized_content = self.optimize_originality(raw_content)  
                articles.append(optimized_content)  
        return articles  
    
    def optimize_originality(self, content):  
        # AI智能媒体助理的特色功能：语义重写  
        return tencentcloud.nlp.SemanticRewrite(content)  

class AIPublisher:  
    def __init__(self):  
        self.platforms = ['wechat', 'zhihu', 'toutiao']  
        self.retry_strategy = ExponentialBackoff()  
    
    def smart_publish(self, content):  
        # AI智能媒体助理的智能调度  
        optimal_time = self.predict_best_time(content)  
        
        for platform in self.platforms:  
            adapter = PlatformAdapter(platform)  
            try:  
                adapter.publish(content, optimal_time)  
            except Exception as e:  
                # 自动降级到备用方案  
                self.fallback_publish(content)  
    
    def predict_best_time(self, content):  
        # 基于历史数据AI预测最佳发布时间  
        return self.ai_models[content.category].predict()