#nlp #chatgpt #openai #shell #cli #devex

bin+lib gptshell

GPTshell is a tool for developers to query and interact with ChatGPT's language capabilities. GPTshell's aim is to simplify the process of using natural language processing while developing.

12 releases

0.1.11 Apr 8, 2023
0.1.10 Mar 18, 2023

#2737 in Command line utilities

Apache-2.0/MIT

765KB
1K SLoC

GPTshell

GPTshell is an early prototype of a tool for developers to query and interact with ChatGPT's language capabilities. GPTshell's aim is to simplify the process of using natural language processing and increase productivity while developing.

The tool was used during the development of this shell with ChatGPT and OpenAI! Any feedback is welcome as its still an early prototype.

Download and run gptshell in your terminal.

Why use GPTshell?

Quickly build up powerful queries by loading files of code, specifying specific lines of code and exporting chat sessions for future use. Essentially reducing the feedback loop time with ChatGPT vs using a web browser where you have to navigate between different files, IDEs and copy & paste.

Example usage - debugging Rust. Rust is notoriously difficult language to learn, and here is an example of how using GPTshell could improve your workflow.

  1. Run cmd cmd("cargo test") in gptshell (this will run in the current working dir)
  2. Output is saved to the current query (run print())
  3. Load the file into the current terminal (run file("./src/main/rs"))
  4. Ask why the tests are failing (or give a specific hint)
  5. Run chat()
  6. Wait for the response from ChatGPT and hopefully this should help you fix your tests (if they are failing)!

I currently run this in my VSCode so adds a quick feedback loop without having to use ChatGPT in a browser.

Install via Cargo

cargo install gptshell

Recommended way to install while still in development

Demo

Commands

Run help() in the GPTshell for a list of these commands.

commands

Supported APIs

Note: Initial focus has been on the shell interactivity so currently only supports chat and completions.

✅ completions
✅ chat
🚧 edits
🚧 images
🚧 moderations
🚧 audio

Setup

This assumes you have an OpenAI Developer Account

Generate API Token

See here for instructions

After generating the token, set the env variable

export OPENAI_API_KEY={API_KEY}

Dependencies

~14–28MB
~439K SLoC