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)
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## 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
### Time to Production: Ready (minor testing and validation recommended)