StockGPT

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Predict Stock movements with GPT-4 or GPT-3.5

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auth.txt
companies.txt
README.md
requirements.txt
sgpt.py

// repository documentation

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# StockGPT
Predict Stock movements with GPT-4 or GPT-3.5
inspired by this paper: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4412788

### Currently Untested!

# DISCLAIMER
Please only use this to see how it correlates to stock movements rather than use it to invest.
it's probably not very good at it anyways.

# How it works
For every company you put in company.txt, it'll search the internet for news articles in from last day about your company.
It will evaluate each headline as a number between -1 and 1, signifying if it will impact the stock price negatively, postively or not at all.
It generates the reports for you on each company's healdines, in the form of a .csv file. And a final report which includes the api costs.

# How to use it
1. If you haven't installed the dependencies already, run, ```pip install -r requirements.txt```
2. If you haven't already, put your OpenAI api token in the file called auth.txt
3. Put a list of companies you want to track in companies.txt
4. Run ```python sgpt.py -h``` to see your options, then run the command as you want.

# Examples
```python sgpt.py -t -c``` gpt-3.5-turbo, sending the headlines in a batch (for minimum cost)

Stock movements the next day:

# Full options
```optional arguments:
  -h, --help            show this help message and exit
  -t, --turbo           use gpt-3.5-turbo instead of gpt-4
  -c, --combined        send and receive all the headlines in bulk (cheaper but probabaly less good)
  -T TEMP, --temp TEMP  temperature (variability) of the model. a value between 0.0 and 1.0 (default: 0.3)```

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