RAG-based Job Search Assistant

Use RAG to optimize your job search and job application

Kyosuke Morita
Towards AI
Published in
10 min readMar 5, 2024

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Given the recent development in large language models (LLMs), the popularity of Generative AI (GenAI) is skyrocketing. It has been demonstrating great capability in various aspects such as text summarisation, machine translation and knowledge-intensive NLP tasks. Despite its powerful performance, one of the shortcomings of LLMs is that their knowledge is limited to the data they have learned in the training. To address that challenge, there are two primary methods to inject new…

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