TradingAgents/tradingagents/dataflows
dtarkent2-sys 7ad9e1d1ce feat: rebuild as structured Pydantic equity ranking engine
Replace generic LLM debate system with a tiered, macro-aware equity
ranking pipeline where every agent returns Pydantic structured output
and scoring is deterministic Python — no prose drives downstream decisions.

Architecture: Validation → Tier 1 (Macro+Liquidity parallel) →
Tier 2 (8 agents parallel) → Scoring (Archetype+MasterScore) →
Tier 3 (Bull/Bear debate + Risk + FinalDecision) → END

Master Score: 25% business_quality + 20% macro + 15% institutional_flow
+ 10% valuation + 10% entry_timing + 10% earnings_revisions + 5% backlog
+ 5% crowding. Hard veto gates, confidence penalties, position role
assignment all computed deterministically.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-09 21:30:46 +00:00
..
__init__.py WIP 2025-09-26 16:17:50 +08:00
alpha_vantage.py fix: improve data vendor implementations and tool signatures 2026-02-03 22:27:20 +00:00
alpha_vantage_common.py added fallbacks for tools 2025-10-03 22:40:09 -07:00
alpha_vantage_fundamentals.py Add Alpha Vantage API integration as primary data provider 2025-09-26 22:57:50 +08:00
alpha_vantage_indicator.py Improve Alpha Vantage indicator column parsing with robust mapping 2025-09-26 23:36:36 +08:00
alpha_vantage_news.py fix: improve data vendor implementations and tool signatures 2026-02-03 22:27:20 +00:00
alpha_vantage_stock.py Add Alpha Vantage API integration as primary data provider 2025-09-26 22:57:50 +08:00
config.py feat: add multi-provider LLM support with thinking configurations 2026-02-03 22:27:20 +00:00
interface.py refactor: clean up codebase and streamline documentation 2026-02-03 22:27:20 +00:00
stockstats_utils.py feat: add multi-provider LLM support with thinking configurations 2026-02-03 22:27:20 +00:00
utils.py chore(release): v0.1.0 – initial public release of TradingAgents 2025-06-05 04:27:57 -07:00
y_finance.py feat: rebuild as structured Pydantic equity ranking engine 2026-03-09 21:30:46 +00:00
yfinance_news.py fix: improve data vendor implementations and tool signatures 2026-02-03 22:27:20 +00:00