4,652 questions with Azure OpenAI Service tags

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2 answers One of the answers was accepted by the question author.

Any idea on when GPT 5.4 mini will be available for Azure foundry agents ?

Although I can deploy gpt 5.4 models in other region , I am unable to create agents with gpt 5.4 mini . Any ETA on when this will be available for customers to use in agents ?

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-27T00:29:50.96+00:00
DIVIN GEORGE 0 Reputation points
answered 2026-03-27T02:04:48.34+00:00
SRILAKSHMI C 15,825 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Clarification on GPT-4o Model Retirement & Upgrade Behavior in Azure OpenAI

GPT-4o is scheduled for retirement on March 31, 2026. I currently have a deployment in Azure OpenAI Foundry using GPT-4o (model version: 2024-08-06), with the version upgrade policy set to “Once a new default version is available” I would like…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-19T02:03:12.1533333+00:00
Bipin Kadam 60 Reputation points
commented 2026-03-27T01:06:54.8566667+00:00
Bipin Kadam 60 Reputation points
1 answer

Batch jobs are stuck on "validating" and then all fail afterwards

Batch jobs are stuck on "validating" and then all fail afterwards

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-13T12:27:54.6866667+00:00
Kiptoo Towett 0 Reputation points Microsoft Employee
answered 2026-03-26T20:10:57.3833333+00:00
Manas Mohanty 15,795 Reputation points Microsoft External Staff Moderator
1 answer

App registration, api permission for https://ai.azure.com for on behalf of flow

I am attempting to use the On-Behalf-Of flow to access a Foundry project on behalf of a user who is authenticated in my application. However, it appears that this is not supported, as there is no available mechanism to grant admin consent for the…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-26T17:48:58.2566667+00:00
Marcus Vinicius Cursino Suares 20 Reputation points
commented 2026-03-26T18:40:53.1633333+00:00
Anshika Varshney 8,925 Reputation points Microsoft External Staff Moderator
0 answers

GPT 5.4 deployed on US EAST 2 is responding slow

I am using GPT 5.1, 2, 3 and 4 models to extract named entities from a bank Trial Balance. It takes 2 minutes for it to extract. I am not sure why it takes more time. I have tweaked prompts and still did not help. If I try the same in ChatGPT, I…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-11T08:26:28.49+00:00
Hamsa Subramanian 0 Reputation points
edited a comment 2026-03-26T18:22:23.45+00:00
Manas Mohanty 15,795 Reputation points Microsoft External Staff Moderator
1 answer

Is there a gpt 5.2 outage in us east 2?

Hello, started seeing increased error rates and latency around 12am 03/10 affecting gpt-5.2 in us-east-2. Are there any ongoing incidents?

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-10T15:12:41.3633333+00:00
Anton Safonov 40 Reputation points
commented 2026-03-26T18:10:43.8566667+00:00
Manas Mohanty 15,795 Reputation points Microsoft External Staff Moderator
2 answers

I am facing issue while trying to connect function app with agent using openapi

The schema I have used is { "openapi": "3.0.1", "info": { "title": "HelloMedicalAgent", "version": "1.0.0" }, "servers": [ { "url":…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-07T12:15:37.09+00:00
Surya Chauhan 0 Reputation points
commented 2026-03-26T17:33:00.1466667+00:00
Manas Mohanty 15,795 Reputation points Microsoft External Staff Moderator
1 answer

Azure OpenAI returns 400 error for public image URLs

Calls to the Azure OpenAI completion endpoint with image_url inputs return HTTP 400 error {'error': {'message': 'Failed to download image from [URL].', 'type': 'invalid_request_error', 'param': None, 'code': None}} for any publicly accessible URL (e.g.…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-20T06:57:32.3866667+00:00
Leonardo Buffoni 0 Reputation points
edited a comment 2026-03-26T17:29:05.7366667+00:00
Manas Mohanty 15,795 Reputation points Microsoft External Staff Moderator
2 answers

Azure OpenAI Realtime client_secrets API returns OperationNotSupported for valid deployment

I am trying to generate a WebRTC ephemeral token using the Azure OpenAI Realtime API: POST /openai/v1/realtime/client_secrets The request is made with a valid Azure AD bearer token using DefaultAzureCredential, and the endpoint, region, and resource…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-19T03:45:20.2133333+00:00
Pranit Awasthi 0 Reputation points
commented 2026-03-26T14:08:28.7333333+00:00
Karnam Venkata Rajeswari 565 Reputation points Microsoft External Staff Moderator
2 answers

Azure OpenAI: `apply_patch` works alone, but seems unavailable when a custom tool is included in the same request

We are seeing unexpected tool behavior in Azure OpenAI and would like to check whether this is expected, a recent platform change, or a known issue. Scenario In our application, we send tool-enabled requests to Azure OpenAI models. We observed that: …

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-18T22:53:34.49+00:00
Jhonatan Oliveira 0 Reputation points
commented 2026-03-26T14:07:23.11+00:00
Karnam Venkata Rajeswari 565 Reputation points Microsoft External Staff Moderator
2 answers

Responses API with MCP Tool attached to o3-deep-research is failed with the status incomplete with reason as content filter

Objective : Performing deep research on internal data using o3-deep-research model.Design : MCP Server deployed into ACA with search and fetch tool with signatures in complaint with the specification…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-17T17:44:53.83+00:00
Muru S 0 Reputation points
commented 2026-03-26T14:05:54.8033333+00:00
Karnam Venkata Rajeswari 565 Reputation points Microsoft External Staff Moderator
2 answers

Azure OpenAI create container timeout error

Hello, I am trying to use the reponse API by first creating a container, then create the code_interpreter_tool, however this action openai_client.container.create often leads to the APITimeOutError, the timeout_seconds here is 15 secs. Roughly 70 %…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-18T16:28:14.3566667+00:00
Wang, Xifan 0 Reputation points
edited an answer 2026-03-26T13:41:55.7466667+00:00
Karnam Venkata Rajeswari 565 Reputation points Microsoft External Staff Moderator
1 answer

Unable to use openai responses api shell tool with network access

hello, I am trying to use the OpenAI Responses API with the shell tool and network access response = client.responses.create( model=AZURE_OPENAI_MODEL, tool_choice="required", tools=[ { …

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-26T13:09:42.3+00:00
GS 400 Reputation points
answered 2026-03-26T13:09:52.1933333+00:00
Q&A Assist
2 answers

Built-in `apply_patch` tool stops being recognized when sent together with a custom tool

We are seeing what looks like a regression in Azure OpenAI model tool handling starting on Friday, March 13, 2026. We use OpenAI models in production with built-in tools such as apply_patch. This had been working correctly for weeks using the documented…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-18T17:24:27.1166667+00:00
Jhonatan Oliveira 0 Reputation points
edited an answer 2026-03-26T10:24:53.55+00:00
Karnam Venkata Rajeswari 565 Reputation points Microsoft External Staff Moderator
1 answer

azure.ai.agents.persistent v1.2.0-beta.9 not compatible with Azure.OpenAI 2.2/OpenAI 2.8?

My app is blocked because of this. Most of RAG app uses Azure.AI.OpenAI 2.2 but tried to add an agent integration with the above; apparently ...persistent is dependent on an earlier version. Fixed soon?

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-17T15:44:43.1633333+00:00
Barry Briggs 115 Reputation points
edited an answer 2026-03-26T10:07:27.0966667+00:00
Karnam Venkata Rajeswari 565 Reputation points Microsoft External Staff Moderator
1 answer

Enable Zero Data Retention

We want to turn off prompt logging, human review entirely and prevent logging for Azure OpenAI entirely.

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-24T09:07:20.6866667+00:00
Sandeep Sindham 0 Reputation points
commented 2026-03-26T08:20:41.2466667+00:00
Karnam Venkata Rajeswari 565 Reputation points Microsoft External Staff Moderator
0 answers

Azure OpenAI error

I'm unable to use Azure openAI models, I get the error whenever I try, need help asap 2026-03-25 21:54:18,572 - httpx - INFO - HTTP Request: POST "HTTP/1.1 200 OK" 21:54:18 | ERROR | ❌ Streaming error: Forbidden, falling back to standard…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-26T02:33:45.4066667+00:00
Bikeh 0 Reputation points
edited a comment 2026-03-26T05:38:11.7733333+00:00
SRILAKSHMI C 15,825 Reputation points Microsoft External Staff Moderator
1 answer

Unable to access GPT-5.3-Codex and GPT-5.4 in Azure AI Foundry after submitting questionnaire twice

Hello, We are currently unable to deploy GPT-5.3-Codex and GPT-5.4 in Azure AI Foundry because the access approval is still pending. We have already submitted the required access questionnaire twice but have not received any approval or feedback. Azure…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-14T17:03:46.65+00:00
Calvert Cao 0 Reputation points
commented 2026-03-26T01:09:48.63+00:00
Manas Mohanty 15,795 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Pronoun resolution in Semantic Kernel

Does anyone have any experience in "Pronoun resolution in Semantic Kernel" or GPT LLM's in general ? I am kind of lost here. Using the GPT 4.1 model. To set the context of what I mean by "Pronoun resolution". In the following…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-19T11:28:05.5233333+00:00
Sachin Nandanwar 65 Reputation points
accepted 2026-03-25T21:20:13.95+00:00
Sachin Nandanwar 65 Reputation points
0 answers

Join: Microsoft Azure Q&A Champions Program

The Microsoft Azure Q&A Champions Program recognizes and empowers a global community of internal and external Azure experts who help customers succeed by providing high-quality, trusted answers on Microsoft Q&A. The program scales expert led…

Azure OpenAI Service
Azure OpenAI Service

An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.

4,652 questions
asked 2026-03-25T19:18:40.87+00:00
Ashley Swearingen 0 Reputation points Microsoft External Staff Moderator
answered 2026-03-25T19:18:58.5333333+00:00
Q&A Assist