https://github.com/drukpa1455/alphacrew
🚀 AlphaCrew: Production-grade multi-agent hedge fund platform powered by CrewAI Enterprise. Features live trading via Alpaca, real-time performance monitoring with Grafana, and human oversight through Slack. Built for sophisticated algorithmic trading and portfolio management.
https://github.com/drukpa1455/alphacrew
algorithmic-trading alpaca-trading artificial-intelligence automated-trading crewai financial-analytics fintech gradana-dashboards hedge-fund llm-agents machine-learning market-analysis multi-agent-system portfolio-management python quantitative-finance real-time-monitoring slack-integration trading-algorithms trading-bot
Last synced: 3 months ago
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🚀 AlphaCrew: Production-grade multi-agent hedge fund platform powered by CrewAI Enterprise. Features live trading via Alpaca, real-time performance monitoring with Grafana, and human oversight through Slack. Built for sophisticated algorithmic trading and portfolio management.
- Host: GitHub
- URL: https://github.com/drukpa1455/alphacrew
- Owner: drukpa1455
- License: mit
- Created: 2025-02-02T15:53:42.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-02-02T19:08:18.000Z (9 months ago)
- Last Synced: 2025-02-17T04:49:05.936Z (8 months ago)
- Topics: algorithmic-trading, alpaca-trading, artificial-intelligence, automated-trading, crewai, financial-analytics, fintech, gradana-dashboards, hedge-fund, llm-agents, machine-learning, market-analysis, multi-agent-system, portfolio-management, python, quantitative-finance, real-time-monitoring, slack-integration, trading-algorithms, trading-bot
- Language: Python
- Homepage:
- Size: 3.95 MB
- Stars: 0
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 🤖 AlphaCrew - Multi-Agent Hedge Fund Platform
🤖 🏦 📊
===
**Intelligent Multi-Agent Hedge Fund Platform**
🔄 Data Pipeline | 🧠 AI Agents | 📈 Trading | 🎯 Portfolio Management | 🔍 Analytics
[](LICENSE)
[](https://www.python.org/downloads/)
[](https://crewai.com)
[](https://github.com/psf/black)
[](docs/)
> 📈 Production-grade AI-powered hedge fund platform built on CrewAI Enterprise
AlphaCrew orchestrates specialized AI agents to perform market research, layered analysis, and strategic decision-making while integrating live trade execution via Alpaca. With real-time human oversight through Slack and comprehensive monitoring via Prometheus and Grafana, AlphaCrew empowers Portfolio Managers to guide, refine, and authorize investment strategies in a live trading environment.
## 🌟 Key Features
### Advanced Agent Architecture
- **Research & Data Agents**: Market data collection, financial news analysis, regulatory filing processing, alternative data gathering
- **Analysis Agents**: Fundamental analysis, technical analysis, quantitative/relative valuation, macro-economic analysis, risk management
- **Asset Management Agents**: Portfolio performance monitoring, investment thesis validation, market condition tracking, risk exposure assessment, rebalancing recommendations, exit strategy evaluation
- **Hedge Fund Manager Agents**: Strategic decision-making, multi-agent insight synthesis, investment thesis refinement, portfolio strategy optimization
- **Committee & Oversight Agents**: Investment committee simulation, report aggregation and generation, compliance monitoring, risk oversight
- **Execution Agents**: Trade recommendation compilation, market condition validation, order execution management, post-trade analysis
### Integrated Tech Stack
- 🧠 **CrewAI Enterprise**: Sophisticated multi-agent orchestration
- 📊 **Alpaca**: Live market execution and real-time data
- 🔍 **LlamaIndex & Pinecone**: Advanced data processing and vector storage
- 🔄 **Apache Airflow**: Reliable workflow orchestration
- 🚀 **Fireworks**: Fine-tuned model deployment
- 📈 **Prometheus & Grafana**: Comprehensive system monitoring
- 💬 **Slack**: Real-time human oversight and notifications
### Real-Time Monitoring
- **Performance Metrics**: Agent effectiveness, trading performance, portfolio analytics
- **Risk Management**: Exposure tracking, compliance monitoring, market impact analysis
- **System Health**: API performance, resource utilization, pipeline efficiency
- **Custom Dashboards**: Real-time visualization, alert management, performance reporting
### Human Oversight
- Interactive Slack commands for trade authorization
- Real-time portfolio performance monitoring
- Custom report generation on demand
- Investment thesis validation
- Risk exposure alerts
- Strategy refinement tools
## 🛠 Setup & Configuration
### Prerequisites
- Python 3.9+
- API Keys:
- CrewAI Enterprise License
- Alpaca API Credentials
- Pinecone API Key
- Fireworks API Key
- Slack Bot Token
### Quick Start
1. Clone the repository
2. Install dependencies
3. Configure API keys
4. Initialize the platform
5. Access monitoring dashboards
## 📚 Documentation
- [Product Blueprint](BLUEPRINT.md)
- [API Documentation](docs/API.md)
- [Agent Architecture](docs/AGENTS.md)
- [Deployment Guide](docs/DEPLOYMENT.md)
- [Monitoring Setup](docs/MONITORING.md)
## 🤝 Contributing
Please read our [Contributing Guidelines](CONTRIBUTING.md) for details on our code of conduct and the process for submitting pull requests.
## 📄 License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## 💬 Support
- 📚 [Documentation](docs/)
- 💡 [Issue Tracker](https://github.com/drukpa1455/AlphaCrew/issues)
- 🤝 [Slack Community](https://alphacrew.slack.com)
- 📧 [Email Support](mailto:support@alphacrew.com)
## 🙏 Acknowledgments
- CrewAI Enterprise team for the robust agent framework
- Alpaca team for the trading infrastructure
- Apache Airflow community for workflow management
- Pinecone team for vector search capabilities
- Prometheus and Grafana teams for comprehensive monitoring solutions
- Slack team for communication tools
- LlamaIndex team for data processing capabilities
- Fireworks team for model serving infrastructure
## 📊 Project Status
---
*Built with ❤️ by the AlphaCrew Team*