Following the tutorial - https://learn.microsoft.com/en-us/azure/ai-foundry/tutorials/deploy-chat-web-app
Even though I have performed all the required role assignments, I keep getting the following error at Add your data and try the chat model again
section.
[2025-06-16 20:34:11] ERROR azureml.rag.azureml.rag.embeddings - Failed to upload documents to ACS index due to: Operation returned an invalid status 'Forbidden' (__init__.py:1202)
Traceback (most recent call last):
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/embeddings/__init__.py", line 1156, in upload_to_index
index_store.upload_documents(batch)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/indexes/index_stores.py", line 147, in upload_documents
results = self._search_client.upload_documents(documents)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 548, in upload_documents
results = self.index_documents(batch, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/core/tracing/decorator.py", line 94, in wrapper_use_tracer
return func(*args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 647, in index_documents
return self._index_documents_actions(actions=batch.actions, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 655, in _index_documents_actions
batch_response = self._client.documents.index(batch=batch, error_map=error_map, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/core/tracing/decorator.py", line 94, in wrapper_use_tracer
return func(*args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_generated/operations/_documents_operations.py", line 1202, in index
raise HttpResponseError(response=response, model=error)
azure.core.exceptions.HttpResponseError: Operation returned an invalid status 'Forbidden'
[2025-06-16 20:34:11] ERROR azureml.rag.update_acs.update_acs - ActivityCompleted: Activity=update_acs, HowEnded=Failure, Duration=7239.85 [ms], Exception=HttpResponseError (activity.py:127)
[2025-06-16 20:34:11] ERROR azureml.rag.update_acs - Failed to update ACS index (update_acs.py:429)
[2025-06-16 20:34:12] ERROR azureml.rag.update_acs.update_acs - ServiceError: intepreted error = Rag system error, original error = Operation returned an invalid status 'Forbidden' (exceptions.py:124)
[2025-06-16 20:34:17] ERROR azureml.rag.update_acs.update_acs - update_acs failed with exception: Traceback (most recent call last):
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 465, in main_wrapper
map_exceptions(main, activity_logger, args, logger, activity_logger)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/utils/exceptions.py", line 126, in map_exceptions
raise e
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/utils/exceptions.py", line 118, in map_exceptions
return func(*func_args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 456, in main
raise e
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 420, in main
create_index_from_raw_embeddings(
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 336, in create_index_from_raw_embeddings
emb.upload_to_index(
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/embeddings/__init__.py", line 1156, in upload_to_index
index_store.upload_documents(batch)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/indexes/index_stores.py", line 147, in upload_documents
results = self._search_client.upload_documents(documents)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 548, in upload_documents
results = self.index_documents(batch, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/core/tracing/decorator.py", line 94, in wrapper_use_tracer
return func(*args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 647, in index_documents
return self._index_documents_actions(actions=batch.actions, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 655, in _index_documents_actions
batch_response = self._client.documents.index(batch=batch, error_map=error_map, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/core/tracing/decorator.py", line 94, in wrapper_use_tracer
return func(*args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_generated/operations/_documents_operations.py", line 1202, in index
raise HttpResponseError(response=response, model=error)
azure.core.exceptions.HttpResponseError: Operation returned an invalid status 'Forbidden'
(update_acs.py:467)
[2025-06-16 20:34:17] ERROR azureml.rag.update_acs.update_acs - ActivityCompleted: Activity=update_acs, HowEnded=Failure, Duration=14369.32 [ms], Exception=HttpResponseError (activity.py:127)
Traceback (most recent call last):
File "/azureml-envs/rag-embeddings/lib/python3.9/runpy.py", line 197, in _run_module_as_main
return _run_code(code, main_globals, None,
File "/azureml-envs/rag-embeddings/lib/python3.9/runpy.py", line 87, in _run_code
exec(code, run_globals)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 499, in <module>
main_wrapper(args, logger)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 465, in main_wrapper
map_exceptions(main, activity_logger, args, logger, activity_logger)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/utils/exceptions.py", line 126, in map_exceptions
raise e
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/utils/exceptions.py", line 118, in map_exceptions
return func(*func_args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 456, in main
raise e
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 420, in main
create_index_from_raw_embeddings(
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/tasks/update_acs.py", line 336, in create_index_from_raw_embeddings
emb.upload_to_index(
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/embeddings/__init__.py", line 1156, in upload_to_index
index_store.upload_documents(batch)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azureml/rag/indexes/index_stores.py", line 147, in upload_documents
results = self._search_client.upload_documents(documents)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 548, in upload_documents
results = self.index_documents(batch, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/core/tracing/decorator.py", line 94, in wrapper_use_tracer
return func(*args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 647, in index_documents
return self._index_documents_actions(actions=batch.actions, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_search_client.py", line 655, in _index_documents_actions
batch_response = self._client.documents.index(batch=batch, error_map=error_map, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/core/tracing/decorator.py", line 94, in wrapper_use_tracer
return func(*args, **kwargs)
File "/azureml-envs/rag-embeddings/lib/python3.9/site-packages/azure/search/documents/_generated/operations/_documents_operations.py", line 1202, in index
raise HttpResponseError(response=response, model=error)
azure.core.exceptions.HttpResponseError: Operation returned an invalid status 'Forbidden'
If I change the connection to use primary key of Azure Search, it works.
Anyone else seen this issue? How did you solve it?