📚 Table of Contents
Dora AI is a cutting-edge educational platform aimed at empowering children aged 8-16 with a comprehensive understanding of their legal rights. Our mission is to cultivate a generation that is independent, respectful, and well-informed about the legal and ethical standards of society. Through captivating interactive modules and stories, we make learning an enjoyable and enriching experience.
- 📘 Interactive Learning Modules: Explore complex legal concepts through engaging and age-appropriate content.
- 🤖 Adaptive Quiz System: Experience a tailored learning journey with quizzes that adjust in difficulty based on performance.
- 🌱 Personalized Learning Journey: Benefit from an AI-driven system that personalizes content to reinforce learning and understanding.
- 💡 Engagement and Motivation: Earn rewards through module completion and quiz performance, promoting a positive societal impact.
- Accessible Education: Our platform is designed to be inclusive, offering every child the opportunity to learn about their rights.
- Interactive and Fun: We believe learning should be exciting, not tedious. Our interactive modules ensure children are engaged and motivated.
- Built for the Future: Educating the youth on their legal rights is a step towards building a more informed and respectful society.
"Dora AI" is not just a platform; it's a movement towards empowering the next generation with the knowledge of their legal rights in a fun, interactive way. Discover how "Dora AI" brings about tangible change in various environments:
- Scenario: Homeschooling parents incorporate "Dora AI" into their curriculum to cover the essentials of legal education.
- Impact: 💡 "A comprehensive tool that enriches our homeschooling experience with vital legal knowledge." – Homeschooling Parent
- Scenario: Clubs and scout groups use "Dora AI" to educate members about their rights and responsibilities.
- Impact: 🌱 "Supports character development and prepares our youth for active, informed participation in society." – Youth Organization Leader
These experiences have not only shaped "Dora AI" but also our team's expertise and passion for education technology.
Intel CPUs are at the heart of modern computing and provide the processing power required for high-speed data operations and machine learning tasks. Key benefits for APIs include:
- Concurrency: Intel CPUs efficiently manage multiple tasks, making them ideal for concurrent API requests.
- Optimization: Features like Hyper-Threading and Turbo Boost optimize CPU usage, essential for demanding NLP workloads.
OneDNN, part of the Intel oneAPI toolkit, provides deep learning optimizations that boost performance for APIs. Key advantages include:
- Speed: OneDNN's optimized routines for deep learning primitives accelerate computations for faster API responses.
- Efficiency: It optimizes memory usage and computational steps, reducing resource requirements.
We used hugginface/intel accelerated text-generation model intel/neural-chat for acheiving text-generation in our project and achieving better response time and accuracy
The following graphs illustrate the substantial performance improvements achieved by integrating Intel® oneAPI libraries and frameworks into our models:
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comparing execution time between normal gpt-3.5 text-generation model and intel/hugginface neural-chat model
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comparing the no.of tokens generated between normal gpt-3.5 and intel/hugginface neural-chat model
Integrating OneDNN and Intel CPUs can significantly improve the following aspects of your API:
- Batch Processing: Process large batches of data with optimized throughput.
- Interactive Applications: Support for interactive applications that require quick feedback loops and real-time analytics.
- Cost-Effective Infrastructure: Maximize the utility of existing Intel hardware without the need for specialized accelerators.
Embracing "Dora AI" in these scenarios not only enhances learning experiences but also paves the way for a future where every child is empowered with the knowledge to thrive as respectful, informed citizens. Join us on this transformative journey Our journey is far from over. With each new user, piece of feedback, and success story, we're inspired to continue improving and expanding our reach. Join us in making a difference.
Technologies and tools that empower "Dora AI" to deliver an interactive and enriching learning experience: ** The synergy of Next.js, React, Tailwind CSS, Framer Motion, GPT-3.5, Node.js, Express, Prisma, and PostgreSQL creates a seamless and dynamic platform for educating youth about legal rights. React's reactivity and component-based architecture form the bedrock of our user interface, making it both intuitive and engaging. Next.js facilitates optimal user experience with server-side rendering and static site generation capabilities. Tailwind CSS offers the flexibility to style our application efficiently, ensuring a responsive and modern design. **
Each technology is carefully chosen to ensure that our platform is built upon a foundation of performance, scalability, and innovation.
"Dora AI" is not just a project; it's a culmination of our vision for the future of education where legal knowledge is accessible and engaging for children:
- A comprehensive educational platform aimed at teaching children about their legal rights through interactive learning experiences.
- A series of engaging modules and quizzes designed to make learning about legal rights both fun and informative.
- A user-friendly interface that provides a seamless and intuitive experience for children of ages 8-16 years.
- Utilization of the GPT-3.5 AI model to generate educational content and questions, demonstrating the practical use of AI in learning.
Building "Dora AI" was a learning journey in itself. Here's how we embraced the learning process:
- Hands-on experience with cutting-edge technologies like Next.js, React, and Tailwind CSS to build the front end of the platform.
- Learning to integrate ML MODELS effectively, to dynamically generate content and adapt to users' learning styles.
- Understanding and implementing best practices in software development to create a scalable and maintainable codebase.
We are excited to present a visual walkthrough of our latest prototype. This video encapsulates the features, the user experience, and the innovative solutions our product offers.
Click the image below to watch the prototype video and see our product in action. We welcome your feedback and suggestions as we continue to improve and refine our prototype.
WhatsApp.Video.2024-03-10.at.08.32.40_e5798d9f.mp4
We hope you find the demonstration informative and insightful. Thank you for your interest in our project!
Utilizing Intel CPUs and OneDNN for your API infrastructure provides a solid foundation for delivering high-performance NLP services. They ensure that applications not only run faster but also more efficiently, addressing the demanding needs of today's data-driven world.