Job Fair

What it does

Job fair uses RAG to search through candidates' CVs and motivation letters with Gemini as the core LLM. From the candidates' documents, a personality profile is extracted using the BIG5 OCEAN model (with a Transformer model) and all skills are extracted as well. The personality profile and skills are added as metadata to the RAG pipeline to allow a hiring manager or recruiter to search for candidates. This happens without bias, based on a pure fit on personality and skills.