https://github.com/aaronn/gptfile

A proof-of-concept illustration to show how LLM's could manage and organize files.
https://github.com/aaronn/gptfile

Last synced: 3 months ago
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A proof-of-concept illustration to show how LLM's could manage and organize files.

• Host: GitHub
• URL: https://github.com/aaronn/gptfile
• Owner: aaronn
• Created: 2023-05-28T09:05:52.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-06-01T02:02:36.000Z (over 1 year ago)
• Last Synced: 2024-07-15T14:40:09.720Z (5 months ago)
• Language: Python
• Size: 112 KB
• Stars: 239
• Watchers: 6
• Forks: 15
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# gptfile

## About

A proof-of-concept infinite file-processing script using GPT-4. This illustrates GPT-4's ability

to manipulate your file system in one directory, but consider a future operating system that has no

"directory / file" prescription. Files are just sorted and presented in whatever form you 

need them, whether that's based on relevance to your task, the contents, or so-on.

Pull requests welcome.

## Flow

This works by.

1. Taking user input.

2. Using a programming agent to generate code.

3. Using an assistant agent that generates JSON to explain the code and process user input.

4. Executing the code once the user confirms.

![Flowchart](img/flowchart.png)

## Usage

1. `poetry install` & `poetry shell`

2. Set your `OPENAI_API_KEY`.

3. It will run in your current working directory. Eg: `cd testfiles` & `python ../gptfile.py`

## Improvements

Future improvements could validate the code with an agent, allow further chained manipulation, or

allow the system to spin up a virtualenv with required packages for things like computer vision, 

before processing the files and destroying the virtual environment. 

Some additional considerations:

1. The completions occasionally do not work consistently. This could be improved with a validating agent.

2. The completions are very slow.

3. Input would ideally be looped, to allow iteration instead of only confirm / decline.

## Disclaimer

You assume all liability for running this, it might destroy your computer.

## Author

Aaron Ng ([@localghost](https://twitter.com/localghost))