hybrid-search-implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
- Skills
- General
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What it does and how to use it
A skill that teaches Claude Code to do general tasks well. It is packaged knowledge the model uses whenever it is relevant.
- Install the skill (command above).
- In Claude Code, describe what you need - the skill turns on by itself when the context fits.
- No commands to memorize: you talk in plain language and the skill does the rest.
Install (Claude Code)
mkdir -p .claude/skills/wshobson-agents__hybrid-search-implementation && curl -fsSL https://doutorai.pt/data/lib/skills__wshobson-agents__hybrid-search-implementation.md -o .claude/skills/wshobson-agents__hybrid-search-implementation/SKILL.mdPaste this command into the terminal, in your project folder, and the component installs automatically.
Content
---
name: hybrid-search-implementation
description: Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
---
# Hybrid Search Implementation
Patterns for combining vector similarity and keyword-based search.
## When to Use This Skill
- Building RAG systems with improved recall
- Combining semantic understanding with exact matching
- Handling queries with specific terms (names, codes)
- Improving search for domain-specific vocabulary
- When pure vector search misses key
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