hybrid-search-implementation

SKILL.md

| RRF | Reciprocal Rank Fusion | General purpose | | Linear | Weighted sum of scores | Tunable balance | | Cross-encoder | Rerank with neural model | Highest quality | | Cascade | Filter then rerank | Efficiency |

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall. Source: nilecui/skillsbase.

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/nilecui/skillsbase --skill hybrid-search-implementation Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

Security certified for safe and reliable code One-click installation with simplified configuration Compatible with Claude Code, Cursor, and more

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