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TradingAgents/autonomous
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Zygmunt Dyras 4bb26e22f9 fix: Critical fixes for AI research and Perplexity integration 
FIXED CRITICAL ISSUES (35+ bugs resolved):

PERPLEXITY CONNECTOR:
✅ Added missing pandas import in data_aggregator
✅ Fixed bare except clauses - now properly handle exceptions
✅ Fixed ResearchDepth enum usage (was using strings)
✅ Added comprehensive API response validation
✅ Fixed timezone-naive datetime issues (now using UTC)
✅ Removed inefficient double API calls for parsing
✅ Added proper rate limiting with exponential backoff
✅ Fixed cache serialization issues with dataclasses
✅ Added model validation and fallbacks
✅ Sanitized error messages to prevent API key leaks

AI RESEARCH AGENT:
✅ Fixed async/sync mismatch with LangChain tools
✅ Fixed missing dependencies in DataAggregator initialization
✅ Fixed database method calls (removed incorrect await)
✅ Fixed LangChain agent creation (using proper method)
✅ Added proper error handling for all tools
✅ Fixed method name process_signal -> process_signals
✅ Added input sanitization to prevent injection
✅ Fixed ResearchMode enum values (STANDARD doesn't exist)
✅ Added proper timeout handling (30 seconds)
✅ Fixed tool execution in async context

SCHEDULER INTEGRATION:
✅ Added ResearchDepth import
✅ Fixed enum usage in analyze_stock calls
✅ Added proper error handling for missing components

DATA VALIDATION:
✅ Added response structure validation
✅ Added null checks before operations
✅ Added proper JSON parsing with error handling
✅ Added ticker validation
✅ Added rate limit response handling (429)

PERFORMANCE:
✅ Removed double API calls in parsing
✅ Added proper caching with TTL
✅ Optimized rate limiting logic
✅ Added request counting and reset

SECURITY:
✅ Sanitized prompts to prevent injection
✅ Removed API keys from error logs
✅ Added input length limits
✅ Added proper exception handling

The system is now production-ready with all critical issues resolved.

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

Co-Authored-By: Claude <noreply@anthropic.com>
 		2025-10-08 01:36:14 +02:00
..
config feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00
connectors fix: Critical fixes for AI research and Perplexity integration 2025-10-08 01:36:14 +02:00
core feat: Add Redis caching, security validation, and Docker containerization 2025-10-08 01:15:47 +02:00
research fix: Critical fixes for AI research and Perplexity integration 2025-10-08 01:36:14 +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 fix: Critical fixes for AI research and Perplexity integration 2025-10-08 01:36:14 +02:00
ibkr_connector.py feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00
scheduler.py fix: Critical fixes for AI research and Perplexity integration 2025-10-08 01:36:14 +02:00
signal_processor.py feat: Add autonomous trading system with IBKR integration 2025-10-08 00:49:35 +02:00