Squidgy Prompts - Learn Languages with GPT3

Squidgy Prompts are a collection of prompts from Squidgies which can be used to help study languages (with or without the Squidgies app).

They include prompts for:

• Building flashcard "decks":
  • Deck description
  • Deck lesson outline
  • Deck lesson text
  • Deck vocabulary
  • "Sentence mining" (phrase generation)
  • Fill in the blank "hint"s for cloze exercises
• Language tutor (open ended discussion)
• Discussion questions (focused discussion on a question)
• Vocabularly conversation - discussion about a new vocabulary word
• Grammar correction
• Translation correction - grammar correction plus ensures that the translated phrase is faithful to the original
• Alternative suggestions - suggests different ways to phrase sentences that sound more fluent
• Taboo - a game where AI needs to guess word by having the user describe it
• Twenty Questions - a game where the user needs to guess a word through asking questions
• Explaining the difference between two words or phrases

Goals

• Support any language
• Composable - prompts should work together
• Prompts should be able to be "completed" or have some definition of what "done" is, although this may not be possible in all conversations (e.g. open ended conversation)
• Prompt responses need to be structured and machine readable so they can be embedded in applications
• Quality while balancing performance - for the most part this means creating a prompt for each language and iterating on it to minimize size (an art, not a science)

Questions, Ideas and Contributions

Ask questions or get involved by joining the Squidiges discord.

Squidgy Prompts is open source. We welcome any/all contributions and ideas. Some areas of focus include:

• Adding more languages
• Improving prompt quality
• Addition of personalities to speakers
• Addition of other prompt types

Test Suite

The Squidgy Prompts have a test suite using SquidgyTesty.

To install:

$ pip install git+https://github.com/squidgyai/squidgy-testy

Then to run all the tests:

$ cd squidgy-prompts
$ python -m squidgy_testy

You can also run just a single test suite or test:

python -m squidgy_testy --test-suite test_vocab_conversation --test fr_conversation_start