TradingAgents/docs/specs/news/status.md

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News Domain - Implementation Status

Last Updated: 2025-01-16 Overall Progress: ~95% Complete (Production-ready, minor testing remaining) Architecture: Google News → OpenRouter LLM → PostgreSQL + Dagster (Fully Implemented)


Component Status

Component Status Evidence
Google News Collection Complete google_news_client.py working
Article Scraping Complete article_scraper_client.py with fallbacks
OpenRouter LLM Client Complete openrouter_client.py sentiment + embeddings working
Database Storage Complete news_repository.py + migrations applied
NewsService Pipeline Complete news_service.py complete orchestration
Dagster Scheduling Complete schedules.py + jobs.py working
Dagster Operations Complete Real OpenRouter sentiment and embeddings integrated in ops.py

Remaining Work

Task Status Priority Time Description
T001: Connect OpenRouter to Dagster Complete Critical 1-2h Replace placeholders in fetch_and_process_article with real OpenRouter calls

Reality Assessment

What's Working

  • Complete news collection pipeline (Google News → scraping → LLM → database)
  • OpenRouter sentiment analysis and embeddings generation
  • PostgreSQL storage with vector embeddings
  • Dagster scheduling and job orchestration
  • Comprehensive error handling and fallbacks

What's Missing 🔧

  • None - all major components implemented and integrated