Investigation on the Large Language Model adaptation pipeline for domain specific knowledge extraction – application in digitized business scenario

Proco, a tech company that helps franchises with AI, wants to make it easier for franchise owners to find important information in franchisors’ documentation. They use a complex information retrieval system and need a simpler and more robust solution. To do this, they plan to improve an existing Large Language Model (LLM) by teaching it to understand franchisor-related information better. They want to understand if this approach will work and, if it does, how to implement it efficiently. This will help them be less dependent on outside tools and get new franchise owners started faster. The intern’s job will be to create a step-by-step process to improve an LLM and make sure it works well.

Faculty Supervisor:

Yaoyao Fiona Zhao

Student:

Partner:

Proco Innovation

Discipline:

Computer science

Sector:

Professional, scientific and technical services

University:

McGill University

Program: