Gemini Embeddings

Generate high-quality text embeddings for semantic search, similarity analysis, clustering, and RAG (Retrieval Augmented Generation) applications through executable scripts.

When to Use This Skill

Use this skill when you need to:

• Find semantically similar documents or texts
• Build semantic search engines
• Implement RAG (Retrieval Augmented Generation)
• Cluster or group similar documents
• Calculate text similarity scores
• Power recommendation systems
• Enable semantic document retrieval
• Create vector databases for AI applications

Available Scripts