---
title: What you can build with Qdrant
image:
  src: /img/hr-tech/diagram.png
  alt: Flow chart showing parse, search, rank, and match process
useCases:
- id: 0
  title: Modernize classic job search
  paragraphs:
    - "Keep existing Boolean/keyword patterns where needed while adding semantic relevance with hybrid search."
    - "Apply strict filters alongside semantic search (Vector + Filter) for precise hiring constraints."
    - "Maintain performance as data grows and traffic spikes."
- id: 1
  title: Resume-based job matching
  paragraphs:
    - "What: users upload a CV and get job recommendations with no manual query input."
    - "Why retrieval matters: CVs are messy (titles and skills rarely match cleanly) so semantic similarity improves match quality and diversity while filters keep results valid."
sitemapExclude: true
---