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TradingAgents
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TradingAgents/tradingagents/dataflows
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swj.premkumar 3a5bc02879 ### Changed 
- **Risk Star Topology (Strategy 2)**: Replaced sequential "Round Robin" risk debate with a parallel "Fan-Out / Fan-In" architecture.
    - `Trader` now triggers `Risky`, `Safe`, and `Neutral` analysts simultaneously.
    - Implemented `Risk Sync` node and `merge_risk_states` reducer (AgentStates) to handle concurrent updates safely.
    - Reduced Risk Phase latency by ~60%.
- **Batch Reflection (Strategy 1)**: Consolidated 5 sequential reflection calls into a single "Session Audit" call, reducing token usage and latency by ~80% in the post-trade phase.
- **Parallel I/O (Strategy 3)**: Refactored `tradingagents/dataflows/local.py` (Reddit News) to use `ThreadPoolExecutor` (max 10 workers), achieving 5x-10x speedup in data fetching.
 		2026-01-14 20:11:06 -06:00
..
__init__.py WIP 2025-09-26 16:17:50 +08:00
alpaca.py Phase 2 changes 2026-01-10 05:17:58 -06:00
alpha_vantage.py **Global Market News**: Implemented `get_global_market_news` in Alpha Vantage module to support generic market news (topics: economy_macro, financial_markets), fixing the lack of a primary vendor for global news. 2026-01-10 12:45:04 -06:00
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 - **Insider Veto Protocol (Rule B)**: Hard-coded safety gate in `trading_graph.py` that blocks ALL buy signals if Net Insider Selling exceeds $50M while the stock is in a technical downtrend (Price < 50 SMA). This prevents "Falling Knife" catches. 2026-01-13 05:27:24 -06:00
alpha_vantage_stock.py Add Alpha Vantage API integration as primary data provider 2025-09-26 22:57:50 +08:00
config.py chore(release): v0.1.0 – initial public release of TradingAgents 2025-06-05 04:27:57 -07:00
google.py - **Standalone HTML Reports**: Refactored report generation to perform server-side Markdown-to-HTML rendering using Python. 2026-01-14 05:58:33 -06:00
googlenews_utils.py - **Standalone HTML Reports**: Refactored report generation to perform server-side Markdown-to-HTML rendering using Python. 2026-01-14 05:58:33 -06:00
interface.py - **Standalone HTML Reports**: Refactored report generation to perform server-side Markdown-to-HTML rendering using Python. 2026-01-14 05:58:33 -06:00
local.py ### Changed 2026-01-14 20:11:06 -06:00
notifications.py **Parallel Architecture (AsyncIO)**: Refactored `setup.py` to implement a "Fan-Out / Fan-In" pattern using LangGraph. 2026-01-14 07:29:12 -06:00
openai.py WIP 2025-09-26 16:17:50 +08:00
rag_isolator.py The **TradingAgents** system is a risk-managed, LLM-driven trading engine designed to execute trades based on validated truth, not hallucinations. It connects hierarchical LLM agents with deterministic safety gates to ensure that every trade is architecturally sound, factually correct, and risk-compliant. 2026-01-09 19:28:49 -06:00
reddit_utils.py ### Changed 2026-01-14 20:11:06 -06:00
stockstats_utils.py Add Alpha Vantage API integration as primary data provider 2025-09-26 22:57:50 +08:00
utils.py chore(release): v0.1.0 – initial public release of TradingAgents 2025-06-05 04:27:57 -07:00
y_finance.py - **Insider Veto Protocol (Rule B)**: Hard-coded safety gate in `trading_graph.py` that blocks ALL buy signals if Net Insider Selling exceeds $50M while the stock is in a technical downtrend (Price < 50 SMA). This prevents "Falling Knife" catches. 2026-01-13 05:27:24 -06:00
yfin_utils.py chore(release): v0.1.0 – initial public release of TradingAgents 2025-06-05 04:27:57 -07:00