Overview

LearnMate.ai is inspired by the challenges that students face while preparing for multiple exams across various subjects. We recognized the need for a personalized, AI-driven solution that could help students to organize their study time efficiently, taking into account their current knowledge level, preparation level and the time available before exams. This also provides additional features like Resume Analysis and Quiz practices

Demo

https://youtu.be/E4OwwxeHJ3Q

Intro

LearnMate.ai is a revolutionary study planning tool that empowers students to achieve academic success. By inputting their subjects, preparation levels, and exam dates, students can harness the power of Google's Gemini Al to receive personalized study resource recommendations. The tool then generates a visually appealing and Interactive study schedule, complete with a variety of resources such as videos, articles, and practice problems. To enhance engagement and understanding, study materials are presented in an engaging card format, accompanied by informative Images and estimated completion times. Aso this integrates resume analyzer and quiz practice features.

Features

LearnMate.ai takes study planning to the next level. Here's how:

1. Seamless Al Integration: We leverage Google's powerful Gemini Al to analyze your inputs, creating a smooth and transparent bridge between user data and personalized recommendations.

2. Intuitive Interface, Clear Information: Our user interface is designed with simplicity in mind. Even complex information is presented in a way that's easy to understand and navigate, keeping you focused on your goals.

3. Relevant, Diverse Recommendations: LearnMate.al goes beyond the obvious. We ensure the Al recommendations are not only relevant to your learning style and needs but also diverse, offering a variety of resources to keep your studies engaging.

4. Visually Appealing Cards: Forget boring text lists! LearnMate.al uses engaging card formats for study materials. These cards consistently display image URLS, providing a visually stimulating experience with estimated completion times for informed scheduling.

5. Balance Is Key: We understand the importance of providing detailed information without overwhelming you. LearnMate.al offers a clean and uncluttered interface, striking the perfect balance between content richness and user experience.

6. This provides Resume Analysis as an additional feature which is crucial to get shortlisted for the interviews. This also suggests key skills lacking, resume improvement suggestions and learning resources.

7. In the Quiz Section, you can select the job role to practice the quiz and also select the difficulty level With LearnMate.al, you get a study planning tool that's as powerful as it is user-friendly, empowering you to conquer your academic journey!

AWS Diagram:

The application has been deployed on AWS Elastic BeansTalk using Docker image. You can check out the deployed link: learnmate-ai.us-east-1.elasticbeanstalk.com or http://50.19.33.106

Getting Started

Prerequisites

• Python 3.9+
• Streamlit
• Google Generative AI API access
• Docker

API/Service Details

• Go to https://aistudio.google.com/app/apikey
• Create API key.
• Navigate to Google Cloud->Actvate your account->Under API & Services->Enable Generative Language API.
• Copy the API key in the application.

Installation

1. Clone the repository:

   git clone https://github.com/anirudh-hegde/LearnMate.ai.git
   cd LearnMate.ai
   python3 -m venv venv
   pip install -r requirements.txt
   

2. Run the app:

   python3 -m streamlit run learnmate.py
   

Also you can checkout Docker image on DockerHub: learnmate-ai

Conclusion

Congratulations! You have successfully run the application 🚀️.

To view the LearnMate.ai app 👉 https://learnmate-ai.streamlit.app/