qdrant-hybrid-search

Official

Enhance Qdrant search with hybrid approaches for precise, blended results.

Authorqdrant
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenges of search precision and performance by combining keyword and semantic search capabilities within Qdrant, offering a comprehensive solution for complex query requirements.

Core Features & Use Cases

  • Hybrid Search Implementation: Integrates both keyword and semantic search within Qdrant to enhance the precision of search results.
  • Configurable Prefetches: Allows for running multiple parallel searches to refine results and improve the search experience.
  • Fusion Methods: Employs various fusion methods such as RRF and DBSF to blend scores from multiple searches effectively.
  • Use Case: Ideal for scenarios where a combination of exact keyword matching and nuanced semantic understanding is needed, such as when a user needs to search for both the term 'Paris' and the semantic concept of a city.

Quick Start

Apply the qdrant-hybrid-search skill to a Qdrant collection for enhanced search precision, using a query like "Show me information on Paris that includes both the city and the Eiffel Tower."

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

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Please help me install this Skill:
Name: qdrant-hybrid-search
Download link: https://github.com/qdrant/skills/archive/main.zip#qdrant-hybrid-search

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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