Developing and integrating an AI Tutor chatbot and additional capabilities across a range of software products to unlock new growth opportunities for an EdTech start-up
Abaccus, an education technology company, wanted to leverage their wide range of resources and the recent breakthroughs in Large Language Models and AI chatbots, to develop their own education focused chatbot. They also wanted to go beyond and integrate AI capabilities across their platform for automated question review and marking, test question generation and more.
AI model training and fine-tuning
We helped them reshape and restructure their data for LLM training, so as to train their bespoke AI models. Tests and further fine-tuning was conducted with the help of Abaccus’ education experts to improve and validate the models.
Content Moderation
Since Abaccus is a tool targeted to students, we worked with the team to develop a robust AI content moderation tool to prevent any unwanted content.
Chatbot Integration
We worked the team at Abaccus to integrate the AI Tutor seamlessly within the platform, allowing students to ask subject specific questions and receive near instantaneous responses.
Key Project Implementation
- AI Chatbot integration
- AI models training and fine-tuning.
- Data streaming and real-time chat.
Tech Stack
MongoDB
Next.js
OpenAI
Socket.io
TailwindCSS
TypeScript