sentence-transformers
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.
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Install
armory install sentence-transformers --cli claudewrites the skill into.claude/skills/sentence-transformers/SKILL.mdListed as compatible
# fetches the source and writes it to:
.claude/skills/sentence-transformers/SKILL.mdNeeds the armory CLI · not on npm yet, build it from cli/ in the repository
What it is
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.
When to use it
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.
How to install / invoke
# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/rag-sentence-transformers/SKILL.md -o .claude/skills/rag-sentence-transformers/SKILL.md
Notes
Extracted from davila7/claude-code-templates, rag-sentence-transformers category.