I am trying to do a Vector Search with Azure Cognitive Search in Python. This is my code:
query = "What are the advantages of an open-source ai model?"
search_client = SearchClient(AZURE_COGNITIVE_SEARCH_SERVICE_ENDPOINT, AZURE_COGNITIVE_SEARCH_INDEX_NAME, credential=AZURE_COGNITIVE_SEARCH_API_KEY)
vector_query = VectorizableTextQuery(text=query, k=3, fields="content_vector")
results = search_client.search(
search_text=None,
vector_queries= [vector_query],
select=["title", "content_vector", "metadata"],
)
for result in results:
print(result)
But this throws me the following error:
AttributeError Traceback (most recent call last)
<ipython-input-32-a8dbad346de2> in <cell line: 16>()
14 print(results)
15
---> 16 for result in results:
17 print(result)
14 frames
/usr/local/lib/python3.10/dist-packages/azure/core/pipeline/policies/_authentication.py in on_request(self, request)
97 self._token = self._credential.get_token(*self._scopes, enable_cae=self._enable_cae)
98 else:
---> 99 self._token = self._credential.get_token(*self._scopes)
100 self._update_headers(request.http_request.headers, self._token.token)
101
AttributeError: 'str' object has no attribute 'get_token'
When i do a simple print(results)
i get
<iterator object azure.core.paging.ItemPaged at 0x7f17cf3af550>
I am using the latest Azure Cognitive Search API via:
!pip install azure-search-documents --pre --upgrade
> Requirement already satisfied: azure-search-documents in
> /usr/local/lib/python3.10/dist-packages (11.4.0b11)
2
Answers
Thanks you Tim Roberts i have changed the following:
I have added the line
and changed the following line
Any luck on this issue?
When I attempt to iterate through the results in the same fashion,
for result in results:
print(result)
I get the same error when working in a Linux VM in Azure but in Azure ML it works fine.