Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
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npx mdskills install sickn33/hybrid-search-implementationWell-scoped concept with appropriate trigger conditions but lacks actionable implementation steps
1---2name: hybrid-search-implementation3description: Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.4---56# Hybrid Search Implementation78Patterns for combining vector similarity and keyword-based search.910## Use this skill when1112- Building RAG systems with improved recall13- Combining semantic understanding with exact matching14- Handling queries with specific terms (names, codes)15- Improving search for domain-specific vocabulary16- When pure vector search misses keyword matches1718## Do not use this skill when1920- The task is unrelated to hybrid search implementation21- You need a different domain or tool outside this scope2223## Instructions2425- Clarify goals, constraints, and required inputs.26- Apply relevant best practices and validate outcomes.27- Provide actionable steps and verification.28- If detailed examples are required, open `resources/implementation-playbook.md`.2930## Resources3132- `resources/implementation-playbook.md` for detailed patterns and examples.33
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