33 lines
1.1 KiB
Markdown
33 lines
1.1 KiB
Markdown
---
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name: hybrid-search-implementation
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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.
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---
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# Hybrid Search Implementation
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Patterns for combining vector similarity and keyword-based search.
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## Use this skill when
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- Building RAG systems with improved recall
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- Combining semantic understanding with exact matching
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- Handling queries with specific terms (names, codes)
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- Improving search for domain-specific vocabulary
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- When pure vector search misses keyword matches
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## Do not use this skill when
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- The task is unrelated to hybrid search implementation
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- You need a different domain or tool outside this scope
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## Instructions
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- Clarify goals, constraints, and required inputs.
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- Apply relevant best practices and validate outcomes.
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- Provide actionable steps and verification.
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- If detailed examples are required, open `resources/implementation-playbook.md`.
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## Resources
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- `resources/implementation-playbook.md` for detailed patterns and examples.
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