https://github.com/silvermete0r/beyim_tech_hacknu_case-4

AI-powered Educational SMART-reports maker
https://github.com/silvermete0r/beyim_tech_hacknu_case-4

gpt4 pdf-generation smart-report streamlit

Last synced: 2 months ago
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AI-powered Educational SMART-reports maker

• Host: GitHub
• URL: https://github.com/silvermete0r/beyim_tech_hacknu_case-4
• Owner: silvermete0r
• Created: 2024-04-14T02:55:55.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2025-10-25T16:55:11.000Z (8 months ago)
• Last Synced: 2025-10-25T18:34:14.836Z (8 months ago)
• Topics: gpt4, pdf-generation, smart-report, streamlit
• Language: Python
• Homepage: https://beyim-insight.streamlit.app/
• Size: 140 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Beyim Insight

*Beyim Insight is an AI system for generating detailed reports on student's test / mock exams including: feedback, recommendations, visualisations and predictions.*

**🖥️ Hackathon:**  Winners 🏆 ~ [Linkedin Post](https://www.linkedin.com/posts/arman-zhalgasbayev_hacknu2024-nuacm-hackathon-activity-7186076287206125571-pGdX?utm_source=share&utm_medium=member_desktop)

**👨‍👩‍👧‍👦 Team:** Dataflow ([Arman](https://github.com/silvermete0r), [Tolegen](https://github.com/tolegengca), [Alimzhan](https://github.com/gumran))

**📅 Date:** 13-14 April

**📍 Location:** Kazakhstan, Astana

**💼 Case:** BeiymTech ~ AI + Education

**📝 Task:** Create a SMART reports website that should generate SMART reports for teachers, students, parents.

**💡 Our Solution:** [beyim-insight.kz](https://beyim-insight.streamlit.app/)

## Case Study + System Design

![Beyim Tech _ HackNU 2024 - BeyimAI _ HackNU 2024 ~ Plan with System Design](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/cf40fa4a-4459-499f-bd53-c1bc6f87a2f4)

## Main Page

Choose an exam and specify your name or nickname. Supported exams: UNT, NUET, IELTS, TOEFL, MESC, SAT and Others..

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/c4427369-b5d6-4b29-b5a7-1b0354d2d430)

## Upload data

Upload data according to the given template. 

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/da8c09e5-f040-454f-a023-d8cffc0355de)

## Exploratory Data Analysis

Main statistical data in table format ~

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/a0c953ec-8315-46ce-9b06-e19ab8f06576)

Data Visualization: 1) Line Plot; 2) Stacked Bar Plot; ~ 

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/743ad3c8-8c12-448e-9269-5926d8527669)

## Forecast

Forecast of future scores based on linear regression model ~

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/01097417-ff34-4fa0-91ce-3d0e783730b6)

## AI summary report of Student's Performance

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/97e946c6-345c-4b24-aee9-c7ae197e0844)

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/eb6ddd76-29a4-4835-8020-9c3edd790329)

## Download Final Analysis Report

All-in-one generated SMART report in the PDF-format. 

[analysis_report.pdf](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/files/15001334/analysis_report.pdf)

## AI assistant

AI assistant for analyzing SMART report and QnA ~ based on OpenAI GPT-4 ~

![image](https://github.com/silvermete0r/beyim_tech_hacknu_case-4/assets/108217670/b775d960-ce28-4206-b74d-b0246338d2f3)

## Appendix

 - Miro Map: [Beyim-Insight-Miro-Map](https://miro.com/app/board/uXjVKUt8e0c=/?share_link_id=974781542966)