rallies 0.1.0

Stock Analysis Agent

🚀 rallies-cli

AI-Powered investment research

ChatGPT for traders, backed by real-time financial data

✨ What is rallies-cli?

Rallies CLI is an intelligent investment research agent built by Rallies that combines the conversational power of AI with real-time financial data. Think of it as ChatGPT specifically designed for traders and investors, equipped with live market data, news feeds, and comprehensive financial analysis capabilities.

What's different from ChatGPT, Perplexity Finance, etc?

Most existing LLMs, even with web search and other capabilities rely on out-dated stock market data. Moreover, since they are not backed by real-time data, running complex queries is hard, and often returns inaccurate results e.g try asking an LLM "can you summarize today's options flow data for AAPL", and you'll realize that a lot of the answers simply rely on web searches which are never real-time.

On the contrary, rallies-cli relies on real-time data that is updated as frequently as possible.

🚀 Quick Start

Installation

# Install from source
git clone https://github.com/your-username/rallies-cli.git
cd rallies-cli
pip install -e .


# Install from PyPI (coming soon)
pip install rallies

Setup

1. Get your OpenAI API key from OpenAI Platform
2. Set environment variable:

   export OPENAI_API_KEY="sk-your-api-key-here"
   

3. Launch rallies from your terminal:

   rallies
   

That's it! You're ready to start researching.

💡 Usage Examples

Basic Queries

> What's happening with AAPL today?
> Analyze Tesla's recent performance
> Show me top gainers in tech sector

Advanced Analysis

> Compare MSFT vs GOOGL over the last quarter
> Find stocks with cup and handle patterns
> What's the market sentiment on cryptocurrency?

Technical Analysis

> Show me NVDA's technical indicators
> Find oversold stocks in the S&P 500
> Analyze Bitcoin's recent price action

News & Events

> Latest earnings reports this week
> Federal Reserve meeting impact on markets
> Breaking news affecting my portfolio

🛠️ CLI Commands

Command	Description
/help	Show available commands and usage
/key API_KEY	Set your rallies.ai API key for more usage
/feed	Browse recent high-scoring community questions
/clear	Clear conversation history
/compact	Compress conversation while preserving context
/exit or /quit	Exit the application

🔑 API Keys & Authentication

OpenAI API Key (Required)

export OPENAI_API_KEY="sk-your-openai-key"

Rallies.ai API Key (Optional - Higher usage limits)

# Set via CLI
rallies
> /key your-rallies-api-key

The Rallies.ai API key provides you higher rate limits. You can get your key by registering for a free account at Rallies

📋 Requirements

• Python 3.8+
• OpenAI API Key (required)
• Terminal with color support (recommended)
• Internet connection for real-time data

Dependencies

• openai - GPT-4 integration
• rich - Terminal formatting and colors
• requests - HTTP requests for data APIs
• inquirer - Interactive prompts
• tiktoken - Token counting and management
• numpy - Numerical computations

🐛 Troubleshooting

Common Issues

"OpenAI API Key not found"

export OPENAI_API_KEY="sk-your-key-here"

"Rate limit exceeded"

• Get a Rallies.ai API key for higher limits
• Use /compact to reduce token usage

"Network connection error"

• Check internet connection
• Verify firewall settings
• Try again after a few moments

"Import errors"

pip install --upgrade rallies

Getting Help

• 📧 Email: [e-mail]
• 💬 Discord: Rallies.ai Discord

🌐 Links

• Website: rallies.ai
• Mobile app: Rallies
• Twitter: @RalliesAI
• LinkedIn: Rallies AI

⚠️ Disclaimer

This tool is for educational and research purposes only. Rallies CLI does not provide investment advice, recommendations, or financial guidance. All information provided is for informational purposes only and should not be considered as investment advice. Always consult with a qualified financial advisor before making any investment decisions. Past performance does not guarantee future results. Trading and investing involve risk of loss.

📄 License

This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.

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Built with ❤️ by the Rallies team - Making financial research accessible to everyone