GoogleGemini Embedding
Gemini Embedding 001
Gemini Embedding 001 is an available text embedding API.
What the release provides
The supported-input table lists text and a 2,048-token limit. Its output can use 128 to 3,072 dimensions, with 768, 1,536 and 3,072 recommended.Gemini Embedding 001 official API documentation
How to use it well
Practical guidance. Record the embedding model with each search index. A migration to another embedding model requires a compatible document index, even if the new vectors have the same length. Review multilingual and domain-specific queries before switching a search application.
Specifications & access
| Detail | Value and conditions |
|---|---|
| Access | API |
| Model identifiers | gemini-embedding-001 |
| Context window | 2,048 tokens API input limit; reserve output capacity where the service shares one window. Gemini Embedding 001 official API documentation |