implementing-hybrid-search
CommunityBoost search recall with hybrid methods.
Authorionmidori
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the limitations of relying solely on vector or keyword search by providing methods to combine both, leading to more comprehensive and accurate search results.
Core Features & Use Cases
- Hybrid Search Architecture: Implements patterns for combining vector and keyword search results.
- Fusion Methods: Supports Reciprocal Rank Fusion (RRF), Linear Combination, and Cross-encoder reranking.
- Use Case: When building a RAG system, you can use this skill to ensure that queries with specific keywords (like product codes or names) are not missed, while still leveraging semantic understanding for broader queries.
Quick Start
Use the implementing-hybrid-search skill to combine vector and keyword search results using Reciprocal Rank Fusion.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: implementing-hybrid-search Download link: https://github.com/ionmidori/SYDBioedilizia/archive/main.zip#implementing-hybrid-search Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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