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.
安装
npx skills add Orchestra-Research/AI-Research-SKILLs --skill sentence-transformersnpx skills add Orchestra-Research/AI-Research-SKILLs --skill sentence-transformers -a claude-code -gnpx skills add Orchestra-Research/AI-Research-SKILLs --skill sentence-transformers -a codex -ggemini skills install https://github.com/Orchestra-Research/AI-Research-SKILLs.git --path 15-rag/sentence-transformersgh skill install Orchestra-Research/AI-Research-SKILLs sentence-transformersgit clone --depth 1 https://github.com/Orchestra-Research/AI-Research-SKILLs /tmp/Orchestra-Research__AI-Research-SKILLs
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/Orchestra-Research__AI-Research-SKILLs/15-rag/sentence-transformers ~/.claude/skills/sentence-transformers # Claude Code
cp -R /tmp/Orchestra-Research__AI-Research-SKILLs/15-rag/sentence-transformers ~/.agents/skills/sentence-transformers # Codex, Cursor, Gemini CLI, Copilot, OpenCode