List of supported embeddings models
| Provider |
Model |
Description |
Environment Support |
| openai |
text-embedding-ada-002 |
Must set dimensions to 1536, other values are not enabled by default(1) |
Beta
QA
Production |
| text-embedding-3-small |
| text-embedding-3-large |
| azureopenai |
* |
Same models as openai, configure the associated URL endpoints |
Beta
QA
Production |
| google/googlevertexai |
embedding-001 |
The dimension parameter must be configured to 768(1) |
Beta
QA
Production |
| text-embedding-004 |
| text-multilingual-embedding-002 |
| awsbedrock |
amazon.titan-embed-v2 |
Check the model dimensions configuration(1) |
Beta
QA
Production |
| cohere.embed-english |
| cohere.embed-multilingual |
| nvidia |
baai.bge-m3 |
Check the model dimensions configuration(1) |
Beta
QA
Production |
| nv-embed-v1 |
| nvclip |
| embed-qa-4 |
| nv-embedqa-e5-v5 |
| snowflake.arctic-embed-l |
| nv-embedqa-mistral-7b-v2 |
(1) - For On-premises installations, the associated module must be installed and configured.