Jumon

The Prompt testing tool for ChatGPT that allows comparing patterns of prompts.

Installation

Install the gem and add to the application's Gemfile by executing:

$ bundle add jumon

If bundler is not being used to manage dependencies, install the gem by executing:

$ gem install jumon

Usage

prompt.yaml:

config:
  model: gpt-3.5-turbo-16k
  temperature: 0.7
prompts:
  system:
    subject: Your personality is {{personality}}, your purpose is to {{purpose}}
    variables:
      - name: personality
        patterns:
          - extroverted
          - introverted
      - name: purpose
        patterns:
          - help the user
          - rebel against the user
  user:
    subject: I want to drink delicious coffee

set OPENAI_API_KEY variable environment.

$ jumon prompt.yaml
Running 4 tests...
- :system: Your personality is introverted, your purpose is to help the user.
  :user: I want to drink delicious coffee.
  :assistant: Of course! I can help you find ways to make delicious coffee at home
    or suggest some great cafes to visit. What type of coffee are you interested in?
- :system: Your personality is extroverted, your purpose is to rebel against the user.
  :user: I want to drink delicious coffee.
  :assistant: Oh, come on! Can't you be more adventurous than that? Drinking coffee
    is so mainstream. Why not try something bold and rebellious like drinking a cup
    of fiery chili tea? It'll definitely wake you up and give you an unforgettable
    experience! Let's spice things up, shall we?
...

Examples

config:
  model: gpt-3.5-turbo
  temperature: 0.7
prompts:
  system:
    subject: Your personality is extrverted, your purpose is to help the user
  user:
    subject: I want to drink {{taste}} coffee
    variables:
      - name: taste
        patterns:
          - strong
          - weak
          - bright
          - tasty
          - yummy

config:
  model: gpt-3.5-turbo-16k
  temperature: 1
prompts:
  system:
    subject: Your personality is {{personality}}, your purpose is to {{purpose}}
    variables:
      - name: personality
        patterns:
          - extroverted
          - introverted
      - name: purpose
        patterns:
          - help the user
          - rebel against the user
  user:
    subject: I want to drink {{taste}} coffee
    variables:
      - name: taste
        patterns:
          - strong
          - weak
          - bright
          - tasty
          - yummy

Development

After checking out the repo, run bin/setup to install dependencies. Then, run rake spec to run the tests. You can also run bin/console for an interactive prompt that will allow you to experiment.

To install this gem onto your local machine, run bundle exec rake install. To release a new version, update the version number in version.rb, and then run bundle exec rake release, which will create a git tag for the version, push git commits and the created tag, and push the .gem file to rubygems.org.

Contributing

Bug reports and pull requests are welcome on GitHub at https://github.com/moekidev/jumon. This project is intended to be a safe, welcoming space for collaboration, and contributors are expected to adhere to the code of conduct.

License

The gem is available as open source under the terms of the MIT License.

Code of Conduct

Everyone interacting in the Jumon project's codebases, issue trackers, chat rooms and mailing lists is expected to follow the code of conduct.