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levon003 authored Sep 27, 2023
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# llm-math-education: Retrieval augmented generation for middle-school math question answering and hint generation

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.8284412.svg)](https://doi.org/10.5281/zenodo.8284412)
[![License](https://img.shields.io/github/license/levon003/llm-math-education)](https://github.com/levon003/llm-math-education/blob/main/LICENSE)
[![License](https://img.shields.io/github/license/DigitalHarborFoundation/llm-math-education)](https://github.com/DigitalHarborFoundation/llm-math-education/blob/main/LICENSE)

How can we incorporate trusted, external math knowledge in generated answers to student questions?

`llm-math-education` is a Python package that implements basic retrieval augmented generation (RAG) and contains prompts for two primary use cases: general math question-answering (QA) and hint generation. It is currently designed to work only with the OpenAI generative chat API.

This project is [hosted on GitHub](https://github.com/levon003/llm-math-education).
Feel free to open an [issue](https://github.com/levon003/llm-math-education/issues) with questions, comments, or requests.
This project is [hosted on GitHub](https://github.com/DigitalHarborFoundation/llm-math-education).
Feel free to open an [issue](https://github.com/DigitalHarborFoundation/llm-math-education/issues) with questions, comments, or requests.

## Demo

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