Need documentation link for the cohere v4 embedding model implementation

Question

Hi All,

I am trying to implement coherev4 embedding model in my project and I have deployed the same inside Azure AI foundry but after deployment I am not able to proper documentation link to use the API endpoints provided below.

I do not find any documentation or reference link on how to consume these Cohere Embed API Endpoints and what does the v1 and v2 mean. I'm being very specific here about API endpoints and the swagger URI I have gone through this link https://learn.microsoft.com/en-us/rest/api/aifoundry/model-inference/get-image-embeddings/get-image-embeddings?view=rest-aifoundry-model-inference-2025-05-01&tabs=HTTP#code-try-0 but did not find any proper implementation so far

Answer 1

Hello Abhishek Rajendra Jain,

As of now, there isn't a dedicated Swagger (OpenAPI) documentation specifically for Cohere models within Azure AI Foundry. However, the general structure of the API aligns with the standard Azure AI Foundry inference APIs. You can refer to the Azure AI Foundry REST API documentation for general guidance.

Best Regards,

Jerald Felix

Answer 2

Hi Abhishek Rajendra Jain,

Thank you for contacting Q&A Forum. I would like to provide my findings and proposed solution:

Here are the links to the documentation from Microsoft and Cohere for you to implement the API to your project:

https://learn.microsoft.com/en-us/azure/ai-services/openai/reference

https://docs.cohere.com/v2/docs/cohere-on-microsoft-azure

Kindly let me know if this work for you and please let me know if you have any further question.

If I have answered your question, please accept this as answer as a token of appreciation and don't forget to thumbs up for "Was it helpful"!

Best regards,

Chris