class OrchestratorAgent: def __init__(self, datacol, filterer, sentiment, alert, learner): self.datacollector = datacol self.filterclassifier = filterer self.sentimentanalyzer = sentiment self.alertcoordinator = alert self.learningagent = learner def process(self, ticker): news = self.datacollector.collect_news(ticker) filtered = self.filterclassifier.filter_articles(news) analyzed = self.sentimentanalyzer.batch_analyze(filtered) self.alertcoordinator.process_alerts(analyzed) return analyzed