TradingAgents/SIMPLIFIED_CLI_GUIDE.md

TradingAgents Simplified CLI Guide

🚀 Quick Start (Simplified Mode)

The TradingAgents CLI has been simplified for faster and easier usage. Now you only need to provide one input: the ticker symbol.

Basic Usage

# Run with default settings
python -m cli.main

# The CLI will prompt you for just the ticker symbol:
# Enter ticker symbol (default: SPY): AAPL

What Gets Applied Automatically

When you use the simplified mode, these optimal defaults are automatically applied:

Parameter	Default Value	Description
Date	Today's date	Uses the latest trading day
Analysts	All 4 analysts	Market, Social, News, Fundamentals
Research Depth	5 rounds	Deep analysis with comprehensive debates
LLM Provider	OpenAI	Most reliable and capable provider
Quick Thinking	GPT-4o	Fast model for routine tasks
Deep Thinking	o3	Advanced reasoning model for complex analysis

Example Workflow

1. Run the command:

   python -m cli.main
   

2. See the welcome screen with project information

3. Enter your ticker symbol:

   Enter Ticker Symbol
   Enter the stock ticker you want to analyze (e.g., AAPL, TSLA, SPY)
   Default: SPY
   
   [SPY]: AAPL
   

4. Review the auto-configuration:

   Configuration:
   • Ticker: AAPL
   • Date: 2025-01-26 (latest trading day)
   • Analysts: All analysts (Market, Social, News, Fundamentals)
   • Research Depth: Deep (5 rounds of debate)
   • LLM Provider: OpenAI
   • Quick Thinking: GPT-4o
   • Deep Thinking: o3
   
   Starting analysis with optimized settings...
   

5. Watch the analysis proceed through all stages automatically

🔧 Advanced Mode (Optional)

If you need full control over the configuration, use the advanced mode:

# Run with advanced configuration options
python -m cli.main --advanced

This will present the full step-by-step configuration interface where you can customize:

• Analysis date
• Specific analysts to include
• Research depth levels
• LLM provider choice
• Specific model selections

💡 Benefits of Simplified Mode

• ⚡ Faster: No need to go through 6 configuration steps
• 🎯 Focused: Just enter the stock you want to analyze
• 🧠 Optimized: Uses the best-performing configuration
• 👥 Beginner-friendly: Perfect for new users
• 🔄 Consistent: Same high-quality analysis every time

🛠️ Command Options

# Default simplified mode
python -m cli.main

# Advanced configuration mode
python -m cli.main --advanced
python -m cli.main -a

# Specific analyze command (same as default)
python -m cli.main analyze

# Advanced analyze command
python -m cli.main analyze --advanced

# Help and usage
python -m cli.main --help

📊 What You Get

The simplified mode provides the same comprehensive analysis as the advanced mode:

1. 📈 Market Analysis: Technical indicators, price trends, trading volume
2. 💭 Social Sentiment: Reddit discussions, social media sentiment
3. 📰 News Analysis: Recent news impact, global events
4. 💰 Fundamentals: Financial metrics, company performance
5. 🔬 Research Debate: Bull vs Bear perspectives
6. 💼 Trading Plan: Specific investment recommendations
7. ⚖️ Risk Assessment: Multi-perspective risk evaluation
8. 📋 Final Decision: Portfolio management recommendation

🎯 Perfect For

• Day traders who need quick analysis
• Researchers doing multiple stock analyses
• Students learning about algorithmic trading
• Developers integrating into automated workflows
• Anyone who wants powerful analysis without complexity

🔄 Migration from Old Interface

If you were using the old multi-step interface:

Before (6 steps):

python -m cli.main
# Step 1: Enter ticker
# Step 2: Enter date
# Step 3: Select analysts
# Step 4: Select research depth
# Step 5: Select LLM provider
# Step 6: Select thinking agents

Now (1 step):

python -m cli.main
# Just enter ticker - everything else is optimized automatically!

The new simplified interface reduces user input by 83% while maintaining the same analytical power!