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TradingAgents
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## Real-Time Notifications 

TradingAgents can send instant BUY/SELL/HOLD signals to your phone via WhatsApp or Telegram.
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swj.premkumar 2026-01-14 07:30:07 -06:00
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CHANGELOG.md
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@ -46,6 +46,11 @@ All notable changes to the **TradingAgents** project will be documented in this
- **Strict State Schemas (Type Safety)**: Defined `SocialAnalystState`, `NewsAnalystState`, and `FundamentalsAnalystState` in `agent_states.py`.
- Restricts analyst subgraphs to only access necessary inputs (`company`, `date`) and write specific outputs (`report`).
- Eliminates "global state leakage" risks.
- **Universal Notification System**: Implemented a unified factory pattern (`get_notifier`) in `notifications.py` supporting:
- **CallMeBot**: Free WhatsApp notifications (Personal Use).
- **Telegram**: Free Bot API notifications (Reliable Alternative).
- **Twilio**: Enterprise-grade WhatsApp notifications.
- Zero-dependency implementation (using `requests`).
### Fixed
- **Concurrent Write Conflict**: Resolved `InvalidUpdateError` in LangGraph during parallel "Fan-In".

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README.md
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@ -275,6 +275,23 @@ print(decision)
You can view the full list of configurations in `tradingagents/default_config.py`.
## Real-Time Notifications
TradingAgents can send instant BUY/SELL/HOLD signals to your phone via WhatsApp or Telegram.
**Supported Providers:**
1. **CallMeBot (WhatsApp)**: Free, perfect for personal use.
2. **Telegram**: Free, reliable, recommended for most users.
3. **Twilio (WhatsApp)**: Enterprise-grade, paid.
**Usage:**
Simply set the `NOTIFICATION_PROVIDER` in your `.env` file (see `.env.example` for keys).
```bash
NOTIFICATION_PROVIDER=telegram
TELEGRAM_BOT_TOKEN=...
TELEGRAM_CHAT_ID=...
```
## Contributing
We welcome contributions from the community! Whether it's fixing a bug, improving documentation, or suggesting a new feature, your input helps make this project better. If you are interested in this line of research, please consider joining our open-source financial AI research community [Tauric Research](https://tauric.ai/).