TradingAgents/autonomous
Zygmunt Dyras 950edd4acf feat: Add Perplexity Finance API and conversational AI research interface
PERPLEXITY FINANCE INTEGRATION:
- Complete connector for real-time financial analysis
- Stock analysis with fundamental, technical, and valuation modes
- Natural language stock screening
- Market sentiment analysis
- Earnings analysis and insider trading monitoring
- Congressional trades integration
- Peer comparison and similarity analysis

AI RESEARCH AGENT:
- LangChain-powered conversational interface
- Natural language investment queries
- Multi-tool orchestration for comprehensive research
- Portfolio gap analysis
- Risk-reward assessment
- Automated opportunity discovery
- Caching and performance optimization

RESEARCH CLI:
- Interactive command-line interface
- Rich formatting with tables and panels
- Stock screening with filters
- Investment opportunity finder
- Query history tracking
- Real-time market analysis

SCHEDULER INTEGRATION:
- AI research analysis every 2 hours
- Weekly opportunity scanning
- Automatic alerts for high-confidence signals
- Portfolio position analysis with Perplexity
- Market insights generation

EXAMPLE USAGE:
- research_demo.py showcases all capabilities
- Natural language queries like "Find undervalued tech stocks"
- Screening with specific criteria
- Portfolio optimization suggestions

This enables asking questions like:
- "What undervalued companies should I invest in?"
- "Is NVDA overvalued at current prices?"
- "What are Congress members buying?"
- "Find dividend stocks yielding over 4%"

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-08 01:28:31 +02:00
..
config feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00
connectors feat: Add Perplexity Finance API and conversational AI research interface 2025-10-08 01:28:31 +02:00
core feat: Add Redis caching, security validation, and Docker containerization 2025-10-08 01:15:47 +02:00
research feat: Add Perplexity Finance API and conversational AI research interface 2025-10-08 01:28:31 +02:00
security feat: Add Redis caching, security validation, and Docker containerization 2025-10-08 01:15:47 +02:00
__init__.py feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00
alert_engine.py feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00
data_aggregator.py feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00
ibkr_connector.py feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00
scheduler.py feat: Add Perplexity Finance API and conversational AI research interface 2025-10-08 01:28:31 +02:00
signal_processor.py feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00