Algorithmic Trading using GPT and Alpaca

Stock trading bot built on Inverse Cramer Strategy

How does it work?

• Get last 50 tweets from jim cramer's Twitter handle
• Feed it to a GPT model and ask for stock tickers to sell
• Buy the first stock with 90% of your buying power through Alpaca

How to use this bot?

Setup a cron job to run trading.py

crontab -e

the below command ensures the code runs at 9 AM from M-F (remember to change the time incase your machine is not in EST)

0 9 * * 1-5 python3 trading.py

stuff to do

• the twitter endpoint doesn't work anymore, switch to scraping
• send the log messages to a discord server as well.

helpful tips

• you can modify the logging in trading.py to be a QueueHandler and create a thread worker to capture those
• which later on can be captured by the discord bot in bot.py to send the messages to your channel.

Helpful resources

• fireship algo trading YT video
• machine learning stock prediction