Text Embedding 004
Text Embedding 004 is Google's previous-generation embedding model, offering proven reliability and broad deployment across production systems. It produces 768-dimensional vectors with strong quality for most retrieval and classification tasks.
While the newer 005 model offers improved task-aware embeddings, 004 remains a solid choice for existing deployments and teams that value stability over cutting-edge features.
Key Features
Proven 768-dimensional embeddings
Broad deployment track record
Strong multilingual support
Reliable quality for production use
Stable API behavior
Ideal Use Cases
Existing production search systems
Stable RAG deployments
Multilingual document retrieval
Systems not yet ready for model migration
Example Prompts for Text Embedding 004
Technical Specifications
| Dimensions | 768 |
| Modality | Text → Embedding |
| Provider | |
| Category | Embedding |
| Status | Production stable |
Frequently Asked Questions
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