Vector Stock Market Bot

Welcome to the Vector Stock Market Bot! This bot is designed to automatically rebalance your Robinhood portfolio by gathering information about each ticker and performing buy/sell actions as needed. It operates hands-free, ensuring balanced transactions and avoiding the Pattern Trader rule.

Table of Contents

• Features
• Installation
• Usage
• Updating your portfolio
• Contributing
• License
• Disclaimer

Features

• Automated Rebalancing: Uses robin_stocks and Polygon.io's REST API client to gather information on stocks within a given portfolio and makes buy/sell decisions based on the analysis.
• Hands-Free Trading: Executes trades via robin_stocks, ensuring transactions are balanced while avoiding the Pattern Trader rule.
• Daily Operations: Runs indefinitely, performing one trade per ticker per day, and evenly distributing buying power among them.

Installation

• Robinhood Account: Create a Robinhood account if you don't have one.
• Polygon.io API Key: Generate a REST API key using Polygon.io's free tier. Instructions here.
• Environment Variable: Store your API key in an environment variable named POLYGON_API_KEY. Do the same for ROBINHOOD_USERNAME and ROBINHOOD_PASSWORD.
• Install ollama and run llama3:8b-instruct-fp16 or any model you'd like. If running a different model, update the model name in the run() function in main.py.

NOTE: Depends on which model you will run, but llama3:8b-instruct-fp16 typically requires 16GB VRAM to run on your GPU.

Environment Variable Set Up

Windows

setx POLYGON_API_KEY "your_api_key_here"

setx ROBINHOOD_USERNAME "your_username_here"

setx ROBINHOOD_PASSWORD "your_password_here"

MacOS/Linux

export POLYGON_API_KEY="your_api_key_here"

export ROBINHOOD_USERNAME="your_username_here"

export ROBINHOOD_PASSWORD="your_password_here"

Setting Up the Virtual Environment

Clone the Repo:

git clone https://github.com/SingularityMan/vector_stock_market_bot.git
cd vector_stock_market_bot

python -m venv vector_stock_market_bot

Windows:

.\vector_stock_market_bot\Scripts\activate

MacOS/Linux:

source vector_stock_market_bot/bin/activate

Install the required packages:

pip install -r requirements.txt

Usage

IMPORTANT NOTE:

• Run the bot either before 9:30 AM or after 4:00 PM to avoid token expiration during transactions.
• Do not make any trades manually while the bot is running in order to avoid triggering the pattern trader rule.

Run the main script:

python main.py

• If your Robinhood username/password are not found, enter your Robinhood username and password manually when prompted.

• Allow the bot to run indefinitely.

Portfolio

If you would like to change the tickers to match your own portfolio, feel free to update ticker_list:

# Get ticker list of blue chip stocks and historically successfull index funds
ticker_list = [
    'AAPL', 'AGG', 'AMT', 'AMZN', 'ARKK',
    'BAC', 'BKX', 'BND', 'BNDX', 'DGRO', 'CNI',
    'DKNG', 'DUK', 'EPR', 'F', 'FAS',
    'FNGU', 'GOOG', 'GS', 'HDV', 'HRZN',
    'IEMG', 'INTC', 'IVR', 'IVV', 'IWM', 'IXJ',
    'IYR', 'JNJ', 'JPM', 'KBWB', 'KO',
    'KRE', 'LCID', 'LLY', 'LTC', 'MAIN',
    'META', 'MS', 'MSFT', 'NEE', 'NOBL',
    'NVDA', 'NVO', 'O', 'PFE', 'PG',
    'PSEC', 'QQQ', 'SCHD', 'SMCI', 'SLG', 'SOXL',
    'SPG', 'SPHD', 'SPXL', 'SPY', 'T',
    'TNA', 'TQQQ', 'TSLA', 'UNH', 'UNM', 'UPRO',
    'USB', 'VHT', 'VIG', 'VNQ', 'VTI',
    'VXUS', 'VYM', 'WFC', 'WMT', 'XLF',
    'XLP', 'XLU', 'XLV', 'XOM'
]

Contributing

Please read our Contributing Guidelines and Code of Conduct 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 file for details.

Disclaimer

I am not a financial advisor. This bot is provided as-is, without any guarantees or warranties. You are using this bot at your own risk, and I am not responsible for any financial losses or other damages that may result from its use. Always do your own research and consider consulting with a qualified financial advisor before making any investment decisions.