4,887 questions with Azure OpenAI in Foundry Models tags

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Azure AI foundry model request and response text visibility ?

 Is there any option within Azure AI Foundry Portal to see the tokens input and output for a resource API Key. I mean the actual text passed and response received from the model(GPT4.1-mini).

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-07-02T13:58:11.1566667+00:00
Sen0299 20 Reputation points
accepted 2026-07-03T08:29:51.8533333+00:00
Sen0299 20 Reputation points
0 answers

Claude models in azure foundry's model router not doing prompt caching

Hi , I'm testing the model router with latest antrhopic models. Seems like they don't have prompt caching enabled as I don't see any field in usage dictionary. For eg : {   "model": "claude-opus-4-7",   "usage": {    …

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-07-02T19:25:19.36+00:00
Sharma, Deeksha 0 Reputation points
edited a comment 2026-07-03T05:59:13.7033333+00:00
Sharma, Deeksha 0 Reputation points
1 answer

Azure OpenAI unexpected Rate Limit Error

I have GPT 5.4 priority with 20k requests per minute deployed for employee chatting. It returned the error "Your requests to gpt-5.4 for <deployment name> in <region> have exceeded rate limit.". That's scary because there's no way…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-25T18:08:47.4133333+00:00
Donovan Bouton 1 Reputation point
commented 2026-07-02T19:37:32.3266667+00:00
Anshika Varshney 14,085 Reputation points Microsoft External Staff Moderator
3 answers

New Foundry subscription shows 0 TPM quota for all Azure OpenAI models in every region - cannot deploy gpt-4o-mini

I created a new Microsoft Foundry resource (kind AIServices, region East US) on a subscription created through the Microsoft for Startups program (application approved, Azure credits active). Problem: I cannot deploy ANY Azure OpenAI model. When…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-13T10:55:51.5966667+00:00
Zhenchuan Ren 0 Reputation points
edited an answer 2026-07-02T16:20:07.3233333+00:00
Thanmayi Godithi 10,820 Reputation points Microsoft External Staff Moderator
1 answer

(Sweden Central) Issue with gpt-realtime: ERROR - OpenAI Realtime API returned an error: RealtimeError(message='The server had an error while processing your request. Sorry about that!

We have been using our gpt-realtime model from the Sweden Central region for about 9 months now, and lately we've been repeatedly getting the same error on every conversation (see at the bottom of this post). We are using the LiveKit framework with both…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-15T07:24:50.2033333+00:00
Ørjan Strand 0 Reputation points
commented 2026-07-02T15:56:56.71+00:00
Thanmayi Godithi 10,820 Reputation points Microsoft External Staff Moderator
3 answers

Azure OpenAI Realtime API + gpt-realtime-whisper: is realtime transcription currently supported?

Hello, I'm trying to implement real-time speech-to-text transcription using Azure OpenAI Realtime API and the gpt-realtime-whisper model, following both the Azure and OpenAI documentation. However, I am observing what appears to be a contradiction…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-10T15:09:06.0833333+00:00
Baptiste AUTIN 0 Reputation points
edited an answer 2026-07-02T11:05:23.09+00:00
Thanmayi Godithi 10,820 Reputation points Microsoft External Staff Moderator
2 answers

Need help understanding the options and road map for countries that are loosing regional standard Open AI model options with gpt4.1 mini depreciation

Hello Support , I recently been working with solution that requires Regional Standard for deployment type for Azure Open AI model through Microsoft Foundry due to data residency requirements. With the deprecation of the gpt-4.1-mini and gpt-4o , there…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-07-01T20:58:49.3966667+00:00
Camden Knight 0 Reputation points
answered 2026-07-02T07:09:02.45+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
1 answer

GPT 4o and GPT 4.1 were deprecated today

Hi, We are not able to deploy gpt-4o or gpt-4.1 models in any capacity in UK South anymore. All nano/mini variants are also deprecated as well. ServiceModelDeprecating: The model 'Format:OpenAI,Name:gpt-4o,Version:2024-11-20' is in deprecating state and…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-29T11:45:38.9233333+00:00
Eugenio Segala 5 Reputation points
commented 2026-07-02T06:04:19.6166667+00:00
Eugenio Segala 5 Reputation points
1 answer

Unable to deploy model

715-123420: Our system has detected this request as unusual activity for your account. If you are confident this is in error, please contact support.

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-27T22:00:59.7633333+00:00
Netra Amrale 0 Reputation points
commented 2026-07-02T03:51:07.9866667+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
1 answer

gpt-realtime 2.0 on Azure OpenAI stops emitting audio mid-response (audio output truncates); identical setup works on OpenAI's direct API

When using the gpt-realtime 2.0 model deployed via Azure OpenAI, the model intermittently stops producing audio output mid-session — it behaves as though it simply stops talking. The same application code, prompts, and audio configuration work correctly…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-30T08:23:58.7266667+00:00
Abdul Rehman 65 Reputation points
commented 2026-07-02T01:59:45.34+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
3 answers

i want to use ai vision with resourse that is creted in East US , but the issue is i can't use the demo due to resource location , check it and allow me to use demo of ai foundary services in better way

i want to use ai vision with resourse that is created in East US in my current subscription, but the issue is i can't use the demo due to resource location , check it and allow me to use demo of ai foundary services in better way

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-26T12:07:00.7966667+00:00
JUNAID RAMZAN 0 Reputation points
commented 2026-07-02T01:31:53.32+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
1 answer

Azure AI Foundry deployment/update failing with error 715-123420.

I am receiving the following error in Azure AI Foundry when attempting to deploy a model or update an existing deployment for the model of gpt 5.5 715-123420: An error occurred. Please reach out to support for additional assistance. Environment …

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-25T16:06:12.2533333+00:00
Mark Savic 0 Reputation points
commented 2026-07-01T19:23:23.2533333+00:00
Anshika Varshney 14,085 Reputation points Microsoft External Staff Moderator
1 answer

Unable to deploy Grok 4.3 on Azure AI Foundry — error 715-123420, suspected RTFP block — requesting moderator help to create collaboration ticket

I am unable to deploy any model on my Azure AI Foundry resource. Deployment fails immediately with a generic BadRequest error. Based on multiple Q&A threads (5856351, 5825772, 5836072, 5858622), this matches the pattern of a Real-Time Fraud…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-26T14:55:12.45+00:00
Florin Cosmin 0 Reputation points
edited a comment 2026-07-01T15:16:40.43+00:00
Anshika Varshney 14,085 Reputation points Microsoft External Staff Moderator
2 answers

Azure speesh service , custom avatar deployment is taking too much time

Azure speesh service , custom avatar deployment is taking too much time, it used to take couple of mins but currently is taking hours and not deploying . don't know if there a problem , can't see logs

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-24T08:10:57.1633333+00:00
Riham Fayez 0 Reputation points
commented 2026-07-01T15:04:53.5766667+00:00
Anshika Varshney 14,085 Reputation points Microsoft External Staff Moderator
2 answers

Azure OpenAI models availability in Canada (East/Central) with Standard deployment

We are currently designing a production solution using Azure OpenAI with the following requirements: Strict Canadian data residency (prompts and responses must be processed within Canada). Preference for Standard (pay-per-token) deployments rather…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-26T12:17:14+00:00
Malek 0 Reputation points
commented 2026-07-01T11:31:08.0133333+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
2 answers

Azure OpenAI Realtime WebSocket returns replacement characters (U+FFFD) in Chinese/Japanese transcripts and translations

Summary When using Azure OpenAI Realtime over WebSocket for live speech transcription and translation, we intermittently receive replacement characters (U+FFFD, rendered as �) in Chinese and Japanese text. This affects: Chinese speech transcription…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-16T02:39:32.2233333+00:00
YangQi 0 Reputation points
commented 2026-07-01T06:08:29.96+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
1 answer

Data security / OpenAI in Azure

I'm assessing OpenAI in Azure. There is very helpful information and assurances on data flows, architecture and prompt training (e.g. https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/openai/data-privacy?tabs=azure-portal and…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-30T17:23:14.7+00:00
James Bellamy 0 Reputation points
answered 2026-07-01T00:29:15.5566667+00:00
Jerald Felix 16,015 Reputation points Volunteer Moderator
0 answers

Model deployment blocked by error 715-123420 (Real-Time Fraud Protection)

Summary: Anthropic Claude model deployments on my Azure AI Foundry (AIServices) resource are being blocked at the platform level with error 715-123420 ("An error occurred. Please reach out to support for additional assistance."). This code…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-25T17:49:53.4133333+00:00
Zachary Fincham 0 Reputation points
commented 2026-06-30T17:26:20.13+00:00
Anshika Varshney 14,085 Reputation points Microsoft External Staff Moderator
1 answer

Will azure-ai-agents SDK (Foundry Agent Service classic) continue working after the Assistants API retirement on August 26, 2026?

We are using the azure-ai-agents Python SDK (AgentsClient) to connect to the Foundry Agent Service (classic), which according to the official docs is deprecated and retiring on March 31, 2027. However, we noticed that the Assistants API (Azure OpenAI…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-30T11:45:38.51+00:00
Nadson Costa 0 Reputation points
answered 2026-06-30T17:16:33.5033333+00:00
Sina Salam 30,566 Reputation points Volunteer Moderator
2 answers

Clarification needed: GPT Standard deployments in Switzerland North

We are currently working on a production workload on Azure OpenAI in the Switzerland North region using any GPT Version that can be deployed with the Standard deployment type. About one to two weeks ago, GPT-4.1 was available in the Switzerland North…

Azure OpenAI in Foundry Models
Azure OpenAI in Foundry Models

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

4,887 questions
asked 2026-06-30T08:31:20.06+00:00
Michael Bock 5 Reputation points
answered 2026-06-30T15:23:05.8666667+00:00
Michael Bock 5 Reputation points