{"type": "article", "title": "Building a Real-Time Financial Sentiment API: Handling Noise and LLM Hallucinations", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/building-a-real-time-financial-sentiment-api-handling-noise-and-llm", "original_source": "https://dev.to/jp1/building-a-real-time-financial-sentiment-api-handling-noise-and-llm-hallucinations-3306", "published": "2026-05-30T23:25:14+00:00", "accessed": "2026-07-15", "id": "building-a-real-time-financial-sentiment-api-handling-noise-and-llm"}