{"repo":"aimclub/Edulytica","free":true,"listed":false,"github":"https://github.com/aimclub/Edulytica","clone":"git clone https://github.com/aimclub/Edulytica.git","description":"The purpose of the study is to automate the analysis of scientific and educational documents in the context of research works using LLM","language":"Jupyter Notebook","stars":51,"topics":["ai","automation","llm","machine-learning"],"license":"BSD-3-Clause","category":"ai-agents","readme_excerpt":"Built with: Edulytica Description Edulytica is an open-source framework for evaluating text results of educational and scientific activities based on LLMs, which provides an integrated web application out of the box. The goal is to provide experts with supporting materials in solving the tasks of reviewing final qualifying papers and articles by young scientists, as well as to reduce the time required for in-depth analysis of works. Features - The extraction of goals and objectives from the text of the introduction of final qualifying papers has been implemented; - As part of the work with scientific articles, the functionality of forming a primary review has been implemented; - Algorithms for summarizing large texts and evaluating the achievement of stated goals and objectives; - A web application for interacting with features and trained models through a user-friendly interface; - Separate models have been trained to summarize and assess the achievability of goals and objectives; - Datasets have been prepared for training models, separately for summarization, separately for goals and objectives. Please help us improve this project, share your feedback with opening issue! Installation 1. Clone the repository 2. Launch docker containers or follow the instructions starting from point 3 3. Activate venv 4. Install requirements 5. Start Application 6. Activate Celery 7. Run npm 7. Run Celery task Getting started First, you can familiarize yourself with the examples in JSON forma","default_branch":null,"files":null,"tree":[],"storefront":"/r/aimclub","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aimclub/Edulytica/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}