The Resume AI Chatbot uses two approaches to identify the best candidates for a role: a traditional approach using embeddings and an advanced approach with graph technology. It processes resume data and interacts with users to find the most suitable candidates based on specific requirements.
Processing large volumes of resume data, maintaining an accurate embedding search, and ensuring smooth graph representation of complex relationships between candidates and skills were the main challenges.
By combining embeddings and graph-based representations, the project enhances the resume analysis process, ensuring both structured search and dynamic visualizations of data, leading to more informed decision-making in recruitment.
The chatbot provides a powerful tool for HR professionals to analyze and find the best-fit candidates for roles, leveraging AI for efficient processing and intuitive interaction with resume data.