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Permission denied error when calling vertex ai text embedding from google cloud funtion

Posted on 03-27-2024 10:24 AM
iamdbestjoy
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Reply posted on --/--/---- --:-- AM

Hi,

I am trying to call vertex ai text embedding from a google cloud function like below.

 
aiplatform.init(project=project,location=location)
model = TextEmbeddingModel.from_pretrained("textembedding-gecko@001")
embeddings = model.get_embeddings(sentences)

However I am getting a permission denied error.

google.api_core.exceptions.PermissionDenied: 403 Permission 'aiplatform.endpoints.predict' denied on resource '//aiplatform.googleapis.com/projects/algo-ai-dev-081c04/locations/us-central1/publishers/google/models/textembedding-gecko@001' (or it may not exist). [reason: "IAM_PERMISSION_DENIED"

What IAM permission/ role should i add to my service account to solve this

 

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Posted on --/--/---- --:-- AM
healthjeanie
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Reply posted on --/--/---- --:-- AM

Did you ever get this issue resolved? We are facing the same and despite assigning all possible Vertex AI roles (admin, user, AI platform) to the service account, we keep getting it. Please post if you found a solution. Thank you.

Health Jeanie team

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