# Recommended AI engine for translating between Julia, Python and Wolfram Mathematica

**URL:** <https://discourse.julialang.org/t/recommended-ai-engine-for-translating-between-julia-python-and-wolfram-mathematica/109152>\
**Category:** New to Julia\
**Created:** [January 23, 2024, 3:24pm UTC](https://discourse.julialang.org/t/recommended-ai-engine-for-translating-between-julia-python-and-wolfram-mathematica/109152 "2024-01-23T15:24:54Z")\
**Posts on this page:** 1\
**Showing post:** 5

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**Author:** ![Palli](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/palli/32/3380_2.png) [@Palli](https://discourse.julialang.org/u/Palli)\
**Post date:** [January 23, 2024, 5:00pm UTC](https://discourse.julialang.org/t/recommended-ai-engine-for-translating-between-julia-python-and-wolfram-mathematica/109152/5 "2024-01-23T17:00:12Z")

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> **[ChatGPT performs better on Julia than Python (and R) for Large Language Model...](https://www.stochasticlifestyle.com/chatgpt-performs-better-on-julia-than-python-and-r-for-large-language-model-llm-code-generation-why/)**
>
> Machine learning is all about examples. The more data you have, the better it should perform, right? With the rise of ChatGPT and Large Language Models (LLMs) as a code helping tool, it was thus just an assumption that the most popular languages like...

Finally found the thread I was looking for:

> [@\[ANN\] Julia LLM Leaderboard - Help us make it more relevant for every day problems!](https://discourse.julialang.org/t/ann-julia-llm-leaderboard-help-us-make-it-more-relevant-for-every-day-problems/107319):
>
> Hello Julia Community! We’re excited to share with you the [“Julia LLM Leaderboard”](https://github.com/svilupp/Julia-LLM-Leaderboard) - a new project aimed at benchmarking various GenAI models for Julia code generation. While our approach is super simple (perhaps naive?) – generate code, run it, and see if it works – our goal is quite ambitious: to determine which GenAI models and prompting strategies excel in producing syntactically correct Julia code to help you with choosing your “default” approach. We’re calling on all of you to contribut…

Known best for Julia (but most likely outdated and needs to be updated):

> **[GitHub - svilupp/Julia-LLM-Leaderboard: Provides a platform for the Julia community to...](https://github.com/svilupp/Julia-LLM-Leaderboard)**
>
> Provides a platform for the Julia community to compare AI models' abilities in generating syntactically correct Julia code, featuring structured tests and automated evaluations for easy and collaborative benchmarking.

Brand new, not using latest AI models I just posted (but could?):

> [@\[ANN\] AIHelpMe.jl - AI-Enhanced Coding Assistance for Julia!](https://discourse.julialang.org/t/ann-aihelpme-jl-ai-enhanced-coding-assistance-for-julia/109130):
>
> Quick Intro glowing_starDiscover AIHelpMe, the new Julia package that turns your docstrings into a treasure trove of insights! Why AIHelpMe? thinkingBridging the gap between local knowledge and AI smarts, AIHelpMe brings personalized, AI-enhanced guidance straight from your code’s docs. And enables an unprecedented level of control and insight behind each answer. Easy Start rocketAdd AIHelpMe (it’s not registered yet), grab your Cohere and OpenAI keys (tiny costs!), and dive into a sm…

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