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Hr tech landing (#2120)
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title: What you can build with Qdrant
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image:
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src: /img/hr-tech/diagram.png
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alt: Flow chart showing parse, search, rank, and match process
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useCases:
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- id: 0
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title: Modernize classic job search
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paragraphs:
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- "Keep existing Boolean/keyword patterns where needed while adding semantic relevance with hybrid search."
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- "Apply strict filters alongside semantic search (Vector + Filter) for precise hiring constraints."
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- "Maintain performance as data grows and traffic spikes."
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- id: 1
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title: Resume-based job matching
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paragraphs:
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- "What: users upload a CV and get job recommendations with no manual query input."
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- "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."
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sitemapExclude: true
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---
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