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…/claude-skills/rag-architect
home/skills/jeffallan/claude-skills/rag-architect
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rag-architect

byjeffallan· 67 skills

Installs

3.5k

Stars

11k

Forks

984

Category

Machine Learning & AI

View on GitHub

TL;DR

Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying reranking, and evaluating retrieval quality. Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, context augmentation, similarity search, or embedding-based indexing.

How to install rag-architect?

jeffallan/claude-skills/rag-architect
$npx -y skills add jeffallan/claude-skills --skill rag-architect

Installs into the current project.

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Use this skill

Run `npx skills use "https://github.com/jeffallan/claude-skills" --skill "jeffallan/claude-skills/rag-architect"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/jeffallan/claude-skills" that are relevant to the current task. Run `npx skills add "https://github.com/jeffallan/claude-skills"` and select the relevant skills, then follow their instructions.

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Preview

jeffallan/claude-skillsjeffallan/claude-skills

$ npx -y skills add jeffallan/claude-skills --skill rag-architect

▸ installing to .claude/skills…

✓ rag-architect ready

Repojeffallan/claude-skills
TypeSkills
CategoryMachine Learning & AI
ForDeveloperAnalystResearcher
UpdatedMay 2026
License—
First seenJul 27, 2026

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