About Text Embedding Ada 002
Text Embedding Ada 002 is OpenAI's previous-generation embedding model, still widely used for semantic search and retrieval applications. It produces 1536-dimensional embeddings with good semantic understanding, enabling effective similarity matching and information retrieval. While superseded by the Embedding 3 series, Ada 002 remains popular due to its proven reliability and extensive documentation. The model integrates well with existing systems built around its output format. For organizations with existing Ada 002 deployments or seeking proven embedding capability, the model continues to provide reliable semantic search foundation. It's particularly valuable for maintaining compatibility with established systems.
Model Specifications
Best For
- Conversations, content writing, general assistance
Consider Alternatives For
- Image understanding (needs vision capability)
๐ฐ Real-World Cost Examples
Estimated monthly costs for common use cases
OpenAI Model Lineup
Compare all models from OpenAI to find the best fit
| Model | Input | Output | Context | Capabilities |
|---|---|---|---|---|
| Text Embedding Ada 002 Current | Free | Free | 8k | chat tool_use |
| GPT-3.5 Turbo 16k (older v1106) | Free | Free | 16k | chat |
| GPT-3.5 Turbo 16k (older v1106) | Free | Free | 16k | chat |
| GPT-4 32k | Free | Free | 33k | chat |
| GPT-4 32k | Free | Free | 33k | chat |
| GPT-4 32k (older v0314) | Free | Free | 33k | chat |
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