INTRODUCTION
In India, many college students face challenges of their schooling as a result of instructing strategies are sometimes one-size-fits-all, leaving some college students behind. Sadly, not everybody has entry to additional assist or tutoring to assist them catch up. AcadeMate is altering this by introducing a customized strategy to studying. Our revolutionary AI instructor adjusts classes in real-time to match every pupil’s distinctive studying type. Which means that regardless of how somebody learns greatest, AcadeMate will help them succeed.
By offering tailor-made assist, AcadeMate is leveling the taking part in discipline for college students throughout India, making certain that everybody has the chance to thrive academically. With our adaptive expertise, college students can obtain the individualized consideration they should excel of their research and pursue their desires with confidence.
UNIQUENESS
What units AcadeMate aside from different academic initiatives is its personalised strategy to studying utilizing revolutionary AI expertise. Whereas conventional instructing strategies usually battle to accommodate various studying kinds, AcadeMate AI instructor adapts classes in real-time to match every pupil’s distinctive preferences and wishes. Which means that each pupil, no matter their studying type, receives personalized assist to assist them succeed.
WHAT IT DOES
Academate AI turns lectures into conversations with a dwell humanoid lecturer {that a} consumer can communicate to immediately. Corresponding lecture slides are generated dwell based mostly on the consumer’s verbal response, creating an adaptive studying expertise.
It performs 3 predominant features:
- responsive ai: consumer can conversate with the lecturer
- dynamic content material: slideshow and whiteboard content material adjustments based mostly on verbal response
- emotion detection: measures the consumer’s consideration and confusion
POTENTIAL IMPACT
AcadeMate revolutionizes schooling in India by providing personalised studying experiences by means of revolutionary AI expertise. This tailor-made strategy addresses the shortcomings of conventional one-size-fits-all instructing strategies, leveling the taking part in discipline for college students of all backgrounds. The potential influence of AcadeMate is huge, promising improved educational efficiency, elevated confidence and engagement, lowered achievement gaps, enhanced accessibility, and scalability to achieve a variety of scholars throughout India. In the end, AcadeMate goals to empower college students to excel academically and pursue their desires with confidence.
PROCESS FLOW
ARCHITECTURE DIAGRAM
TECHNOLOGY STACK
Multi-source Aggregation Pipeline:
- Gemini 1.5 Professional: Big context size permits us to mixture really huge quantities of knowledge from varied sources:
- Audio: Youtube Movies, Podcasts
- Video: Youtube Movies, Lecture Recordings
- Large Quantities of Textual content: Textbooks, Wikipedia Articles
Motion Taking Dynamic Agent:
- Interruption and Finish of Flip Detection permits for pure conversations.
- Motion taking lets brokers modify slides and whiteboards in actual time in keeping with the consumer’s queries.
Intel Developer Cloud:
- Allowed us to wonderful tune an open supply mannequin to achieve extra correct responses
- Performing as an actual time inference engine for quick technology
Fetch.ai
- Brokers that may carry out duties on the facet with out interrupting predominant speaker
- Proxy Queries permits brokers to mechanically activate when customers carry out an motion.
- On message callbacks permits the primary speaker to proceed talking whereas ready for info.
Google Search: permits us so as to add each pictures and extra dynamic info to our slides.
MongoDB: lets us retailer lectures to be seen at a later time.
Auth0: lets us save consumer traits and statistics for every consumer’
Hume: Actual time emotion detection can be utilized to tailor responses.