sigma-terminal 2.0.1

Financial Research Agent

σ Sigma

Financial Research Agent

Sigma is an autonomous AI-powered financial research agent that provides institutional-grade market analysis. It combines multiple LLM providers with real-time market data to deliver comprehensive stock analysis, portfolio insights, and actionable investment research.

Features

• Real-Time Market Data via yfinance

  • Stock quotes, historical prices, financial statements
  • Analyst recommendations, insider trading, institutional holdings
  • Options chains, dividends, earnings calendars
  • Sector performance, market indices, market movers

• 18+ Financial Tools

  • get_stock_quote - Real-time price and key metrics
  • get_company_info - Business description, financials
  • get_financial_statements - Income, balance sheet, cash flow
  • get_analyst_recommendations - Ratings and price targets
  • get_insider_trades - Recent insider activity
  • get_institutional_holders - Top institutional owners
  • get_options_chain - Calls and puts data
  • get_dividends - Dividend history and yield
  • technical_analysis - RSI, MACD, moving averages
  • compare_stocks - Multi-stock comparison
  • get_market_movers - Top gainers/losers
  • get_sector_performance - Sector ETF performance
  • And more...

• Multiple LLM Providers

  • OpenAI (GPT-4o)
  • Anthropic (Claude)
  • Google (Gemini)
  • Groq (Llama)
  • xAI (Grok)
  • Ollama (local models)

• Clean Terminal UI

  • Minimal, Claude Code-inspired interface
  • Real-time tool execution display
  • Markdown-formatted responses with tables

Installation

# Clone the repository
git clone https://github.com/your-username/sigma.git
cd sigma

# Install dependencies
pip install -e .

# Set up your API keys
cp .env.example .env
# Edit .env with your API keys

Configuration

Create a .env file with your API keys:

# LLM Providers (at least one required)
GOOGLE_API_KEY=your-google-api-key
OPENAI_API_KEY=your-openai-api-key
ANTHROPIC_API_KEY=your-anthropic-api-key
GROQ_API_KEY=your-groq-api-key
XAI_API_KEY=your-xai-api-key

# Optional: Financial data APIs (for additional data sources)
FMP_API_KEY=your-fmp-api-key
POLYGON_API_KEY=your-polygon-api-key

Usage

Interactive Mode

sigma

  σ Sigma Financial Research Agent

  Provider: google │ Model: gemini-2.0-flash
  Type /help for commands, /quit to exit

  > Analyze NVDA stock

  → get_stock_quote(NVDA) ✓ 245ms
  → get_company_info(NVDA) ✓ 312ms
  → get_analyst_recommendations(NVDA) ✓ 187ms
  → technical_analysis(NVDA) ✓ 423ms

  Called 4 tools in 1.2s

  ## NVIDIA (NVDA) Analysis

  **Current Price:** $191.13
  **Market Cap:** $4.67T
  ...

Commands

• /provider <name> - Switch LLM provider (openai, anthropic, google, groq, ollama)
• /model <name> - Set model name
• /clear - Clear conversation history
• /status - Show current configuration
• /help - Show help
• /quit - Exit

Example Queries

> What is the current price of AAPL?
> Compare MSFT, GOOGL, and AMZN on valuation metrics
> Give me a comprehensive analysis of Tesla
> What are the top market gainers today?
> Technical analysis on SPY
> Show me insider trades for NVDA
> What's the options chain for AAPL?

Python API

import asyncio
from sigma import SigmaAgent, LLMProvider

async def main():
    # Create agent
    agent = SigmaAgent(provider=LLMProvider.GOOGLE)
  
    # Run analysis
    result = await agent.run("Analyze AAPL stock")
    print(result)
  
    # Get execution stats
    stats = agent.get_stats()
    print(f"Tools called: {stats['tools_called']}")

asyncio.run(main())

Architecture

sigma/
├── core/
│   ├── agent.py      # Main agent logic
│   ├── config.py     # Configuration management
│   ├── llm.py        # LLM provider implementations
│   └── models.py     # Data models
├── tools/
│   └── financial.py  # Financial data tools (yfinance)
├── ui/
│   └── __init__.py   # UI components
└── app.py            # CLI application

Requirements

• Python 3.10+
• httpx
• pydantic
• pydantic-settings
• rich
• yfinance
• pandas
• numpy

License

Check File

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Sigma - Institutional-grade financial research at your fingertips.