News & Analysis

📰 AI-Powered News Analysis

Stay informed with real-time financial news, AI-powered sentiment analysis, and personalized news filtering based on your portfolio and preferences.

Real-Time Financial News

Access comprehensive financial news from multiple sources with intelligent filtering and analysis:

News Sources

• NewsAPI - Primary news aggregation with global financial coverage
• Financial News - Dedicated financial news feeds
• Market Updates - Real-time market-moving news
• Company News - Company-specific announcements and analysis

AI-Powered Features

📊 Sentiment Analysis

• Real-time sentiment scoring using advanced NLP
• Sentiment trends over time for stocks and markets
• Impact assessment on stock prices and market movements

🎯 Intelligent Filtering

• Portfolio-based filtering - News relevant to your holdings
• Keyword search - Find news by specific terms
• Stock-specific news - Company and ticker-focused articles
• Sector filtering - News by market sectors

🤖 AI Integration

• Contextual summaries generated by Gemini AI
• Key insights extraction from news articles
• Market impact analysis for breaking news
• Personalized news feed based on your preferences

News API Endpoints

The news system provides several endpoints for accessing financial news:

• GET /api/v1/news/ - General financial news with filtering options
• GET /api/v1/news/search - Search news by keywords
• GET /api/v1/news/stock/{symbol} - Stock-specific news

Features in Action

News Dashboard

View the latest financial news with sentiment indicators and relevance scoring.

Chat Integration

Ask Quantbot about news: "What's the latest news on Apple?" or "Show me positive news about tech stocks."

Portfolio News

Automatically receive news relevant to your portfolio holdings with impact analysis.