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google-gemini-embeddings - Generate Text Embeddings with Google Gemini Embeddings API

Generate text embedding vectors using Gemini's gemini-embedding-001 model for semantic search and RAG systems

Tags

Updated: 2026-02-09

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • generate text embedding vectors
  • process batch embeddings
  • configure task types
  • adjust output dimensionality
  • integrate with vector databases

Inputs

  • Google API key
  • text content
  • task type configuration
  • output dimensionality setting

Outputs

  • embedding vectors array
  • vectorized data

Requirements

  • Google API key
  • network connectivity
  • supported programming environment

Source

  • Spec: SKILL.md

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embedding model
RAG systems
semantic search
vector database
generate text embedding vectors
process batch embeddings
configure task types
adjust output dimensionality
Google API key
text content
task type configuration
embedding vectors array
vectorized data