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rag-sentence-transformers

80 / 100 · Low risk

Fine to try.

By aicodedecode/awesome-muse-skills (GitHub) · productivity · 59 stars · scanned at commit faf37c0

Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal models. Use for generating embeddings for RAG, semantic search, or similarity tasks. Best for production embedding generation.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'rag-sentence-transformers' ] || [ -L ~/.agents/skills/'rag-sentence-transformers' ]; then echo 'A skill folder named rag-sentence-transformers already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/aicodedecode/awesome-muse-skills' "$d" && git -C "$d" checkout --quiet 'faf37c0859ebf627bfcb5225e8057d088691e0ae' -- 'skills-imported/rag-sentence-transformers' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills-imported/rag-sentence-transformers' ~/.agents/skills/'rag-sentence-transformers' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'rag-sentence-transformers' ~/.claude/skills/'rag-sentence-transformers' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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