Grant: CCI Applied Research and Development Grants

In the proposed project the AI Hub at Durham College aims to integrate Large Language Models (LLMs) with Retrieval Augmented Generation (RAG) systems to develop an AI-powered coaching tool for a company-Top Coaching. This tool will leverage LLMs' text generation capabilities, enhanced by a RAG system that retrieves relevant, multilingual data from a vector database, enabling efficient and accurate responses. By utilizing technologies like vector databases and prompt engineering, the project will reduce the need for extensive model training and optimize personalized coaching responses for professionals. The project methodology includes setting up a data pipeline, developing a Python-based Flask API, and integrating a Pinecone VectorDB for data-backed responses. The research team, led by Principal Investigator Tejas Vyas and supported by industry partner Top Coaching, will develop an API to enhance professional coaching services. The collaboration between Top Coaching and AI Hub aims to revolutionize AI-enhanced education, positioning them as industry leaders. The project will contribute to the growth of Top Coaching, expand their market presence, and support Canada's leadership in AI technology, creating jobs and fostering innovation.