developergpt 0.2.5

developergpt is a command line tool that allows users to use natural language to execute commands and chat with the latest LLMs

DeveloperGPT

DeveloperGPT is a terminal application that uses the latest LLMs to help developers be more productive. It is one of the first developer productivity terminal applications that supports open source LLMs such as the BLOOM model in addition to OpenAI GPT LLMs.

By default, DeveloperGPT uses the gpt-3.5-turbo model from OpenAI (requires an OpenAI API Key), but it also supports the open-source BLOOM model. Using BLOOM with DeveloperGPT is completely free and does not require an API key (rate-limited) thanks to the Hugging Face Inference API.

In our testing, GPT-3.5 (default) generally yields better results and is able to handle more complex requests.

DeveloperGPT has two main features:

1. Natural Language to Terminal Commands

Supported Models: GPT3.5 (default), BLOOM

Usage: developergpt cmd [your natural language command request]

NOTE: The BLOOM model command output may not be accurate, especially for more complex commands. Using the BLOOM model may also result in unexpected or undefined behavior.

With both models, it is always good practice to manually verify the command output before running it.

2. Chat inside the Terminal

Supported Models: GPT3.5 (default), BLOOM

Usage: developergpt chat

NOTE: Chat moderation is NOT implemented - all your chat messages should follow the OpenAI and BLOOM terms of use.

Install DeveloperGPT from PyPI

pip install -U developergpt

Setup

OpenAI GPT-3.5 (Default)

By default, DeveloperGPT uses the GPT-3.5 model from OpenAI. To use this model, you will need an OpenAI API Key.

1. Get your own OpenAI API Key: https://platform.openai.com/account/api-keys
2. Set your OpenAI API Key as an environment variable. You only need to do this once.

# set OpenAI API Key (using zsh for example)
$ echo 'export OPENAI_API_KEY=[your_key_here]' >> ~/.zshenv

# reload the environment (or just quit and open a new terminal)
$ source ~/.zshenv

BLOOM

To use the BLOOM model instead, you can optionally set up a Hugging Face User Access or Inference API token as an environment variable using the steps below. Setting up a token is not required (the BLOOM model will work without any token or key), but it will allow you to make more requests without being rate limited.

# [OPTIONAL] set Hugging Face API token (using zsh for example)
# You only need to do this once
$ echo 'export HUGGING_FACE_API_KEY=[your_key_here]' >> ~/.zshenv

# reload the environment (or just quit and open a new terminal)
$ source ~/.zshenv

Usage

# see available commands
$ developergpt 

# give feedback
$ developergpt feedback

Natural Language to Terminal Comands

DeveloperGPT allows you to get and execute terminal commands using natural language.

# Natural Language to Terminal Commands using OpenAI GPT-3.5 (default)
$ developergpt cmd [your natural language command request]

# Natural Language to Terminal Commands using OpenAI GPT-3.5 (default) with prompt
$ developergpt cmd 

# Example Usage
$ developergpt cmd list all commits that contain the word "llm"

Use developergpt --model bloom cmd to use the BLOOM model instead of the GPT-3.5 model (used by default).

# Natural Language to Terminal Commands using BLOOM model instead
$ developergpt --model bloom cmd [your natural language command request]

Use developergpt cmd --fast to get commands faster without any explanations (may be less accurate).

# Fast Mode (GPT-3.5): Commands are given without explanation (may be less accurate)
$ developergpt cmd --fast [your natural language command request]

# Fast Mode (BLOOM): Commands are given without explanation (may be less accurate)
$ developergpt --model bloom cmd --fast [your natural language command request]

Chat inside the Terminal

DeveloperGPT allows you to chat with either the GPT-3.5 model or the BLOOM model in the terminal.

# chat with DeveloperGPT using GPT-3.5 (default)
$ developergpt chat

# chat with DeveloperGPT using BLOOM model instead
$ developergpt --model bloom chat

NOTE: DeveloperGPT is NOT to be used for any purposes forbidden by the terms of use of the LLMs used (GPT-3.5, BLOOM). Additionally, DeveloperGPT itself (apart from the LLMs) is a proof of concept tool and is not intended to be used for any serious or commerical work.

OpenAI API Usage (GPT-3.5)

You can monitor your OpenAI API usage here: https://platform.openai.com/account/usage

DeveloperGPT uses the gpt-3.5-turbo model which is very cost efficient (1/10 the cost of models such as text-davinci-003). Based on preliminary testing, using DeveloperGPT should cost no more than 10 cents per day (assuming ~100 requests/day).

Hugging-Face Inference API Usage (BLOOM)

Currently, using the BLOOM model does not require a token and is free but rate limited. To avoid rate limit, you can set a token using the instructions above.

Contributing

Read the CONTRIBUTING.md file.

Future Roadmap

• Add support for more open-source models (Alpaca, Vicuna, LLAMA, etc.)

Credit

• Thanks to Hugging Face and the NLP community for open-source models and prompts!
• This project uses the Python project template from https://github.com/rochacbruno/python-project-template