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rag-system-builder-advanced-reranking

vamseeachanta
Updated 2 days ago
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About

This skill adds a reranking step to RAG pipelines using cross-encoder models to improve answer precision. It re-sorts initial retrieval results by semantic relevance to the query, prioritizing the most contextually appropriate documents. Developers should use it after initial vector search when higher accuracy is needed, trading some speed for improved result quality.

Quick Install

Claude Code

Recommended
Primary
npx skills add vamseeachanta/workspace-hub -a claude-code
Plugin CommandAlternative
/plugin add https://github.com/vamseeachanta/workspace-hub
Git CloneAlternative
git clone https://github.com/vamseeachanta/workspace-hub.git ~/.claude/skills/rag-system-builder-advanced-reranking

Copy and paste this command in Claude Code to install this skill

GitHub Repository

vamseeachanta/workspace-hub
Path: .claude/skills/data/documents/rag-system-builder/advanced-reranking
0

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