LeanAide
LeanAide or LeanAIde (accidental pun) is work in progress to build AI based tools to help development with the Lean Theorem Prover. For now it has one tool under development, which translates statements written in natural language in a doc-string like format to Lean types (including theorem statements).
Quickstart: translation to Lean statements
Our translation is based on GPT 3.5-turbo/GPT 4, to use which you need an OpenAI key. To get started please configure environment variables using the following bash commands or equivalent in your system:
export OPENAI_API_KEY=<your-open-ai-key>
Build this repository with the following commands:
lake exe cache get # download prebuilt mathlib binaries
lake build mathlib
lake build
After this open the folder in VS code (or equivalent) with Lean 4 and go to the file LeanCodePrompts/TranslateExample.lean or the file LeanCodePrompts/TranslateDemo.lean. Any statement written using syntax
similar to l!"There are infinitely many primes" will be translated into Lean code. You will see examples of this in the demo files. Once the translation is done, a Try this hyperlink and code-action will appear. Clicking on this will add the translated code to the file.
To use in your own project, include this project as a dependency in lakefile.lean using the following.
require LeanCodePrompts from git "https://github.com/siddhartha-gadgil/LeanAide"@"main
If you import LeanAide and Mathlib to a file, the translation will be available.
Contributions and details
This is joint work by our team,
- Siddhartha Gadgil
- Anand Rao Tadipatri
- Ayush Agrawal
- Ashvni Narayanan
- Navin Goyal
with a lot of help from the Lean community and from collaborators at Microsoft Research. Our server is hosted with support from research credits from Google.
Our work is described in a note at the 2nd Math AI workshop and in more detail (along with related work) in a preprint.