Can't deploy o3 deep research model in Azure AI Foundry despite granted access + correct region
I've applied for and received access from Microsoft's Cognitive Services team to Azure OpenAI Service with o3 deep research model. I'm following the onboarding instructions provided to me at free.blessedness.top (source below). but I'm unable to deploy…
Azure OpenAI Service
Realtime API doesn’t stream response.function_call_arguments.delta events
Description: We are using the gpt-4o-mini-realtime-preview and gpt-realtime models via the Azure OpenAI Realtime API (tested with API versions 2024-10-01-preview and 2025-04-01-preview). When streaming responses with a function call, we only receive…
Azure OpenAI Service
Azure OpenAI Issues -eastus2
Sporadic 401 errors hitting Azure OpenAI gpt-4.1 in eastus2? "Service request failed." Is there a platform issue?
Azure OpenAI Service
Using azure openai realtime API, I sometimes get mismatches in audio and audio_transcript responses
I setup a text-input audio-output realtime api session as follows: this.translationWs = await OpenAIRealtimeWS.azure( new AzureOpenAI({ apiKey: process.env.AZURE_OPENAI_API_KEY, endpoint: process.env.AZURE_OPENAI_ENDPOINT, …
Azure OpenAI Service
ASSISTANTS API: Where are persistent resources stored?
When interacting with the Assistants Api, some persistent resources are created, namely: Assistants, Threads and Messages. All have an unique ID and the API exposes methods/endpoints to retrieve these resources. I can't find anywhere in the documentation…
Azure OpenAI Service
We've built a RAG chatbot using Azure openAI assistants API. Do we need to migrate this, and what's the best option?
The assistants API works great for our use case- querying simple documents from a chatbot interface, linked to a few different easily managed vector stores. However, I see the API is being mothballed in 2026. Also, it's not extending model compatibility…
Azure OpenAI Service
Unable to deploy sora-2
According to this article, Sora 2 is now available in Azure AI Foundry. However, I cannot find it anywhere. I only see the option to deploy sora with model version 2025-05-02. I've tried using the API to generate a video using audio (as sora-2 supports…
Azure OpenAI Service
GPT-5-series models not supporting data_sources (Azure AI Search) in chat/completions API
When using the GPT-5 family models (gpt-5, gpt-5-chat) via the Azure OpenAI chat/completions API, the request fails validation whenever the data_sources parameter (used for Azure AI Search / “On Your Data” integration) is included. This same pattern…
Azure OpenAI Service
Need to create Azure AI Foundry project in different RG
Hi Team, We have a requirement from App team where we need to create a Azure AI Foundry account in one RG and Azure AI Foundry project in another RG by using the reference of an existing Azure OpenAI resource. Could you please confirm if this can be…
Azure OpenAI Service
Will OpenAI gpt-5 series models become available for West Europe region? and when?
GPT-5 series models are currently only available for Sweden Central in Europe. Do we know if they will become available for other Europe regions (in particular West Europe), and if yes, when? Does Microsoft have an official or even unofficial plan?
Azure OpenAI Service
What AI models can be deployed (standard, PTUs or batched) regionally in Canada (East or Central)?
Where can I find the definitive list of all AI models (not just OpenAI) that can be regionally deployed in Canada (East or Central) within Azure AI Foundry (standard, PTUs, or batched)? I'm trying to create a solution by deploying Azure AI Foundry models…
Azure OpenAI Service
Additional Quota for OpenAI GPT4o
We have requested an urgent quota for OpenAI GPT4, and despite it having been a few days, we have not heard back. Can you please tell us how we can expedite that? Manu
Azure OpenAI Service
Foundry Agent Token consuption
Analizando el alto consumo de mi agente: entre otros problemas... vimos que luego de una conversación. (la cual ya consumió más tokens de los que deberia) y la continuamos con un saludo "hola" la conversación consume 17mil tokens …
Azure OpenAI Service
Azure OpenAI Responses API - conversation storage
Hi Team, Regarding the suggestions here https://free.blessedness.top/en-us/azure/ai-foundry/openai/api-version-lifecycle?tabs=python#api-evolution around moving towards the Responses AI and also the documentation around it I see that it is able to…
Azure OpenAI Service
Azure AI Foundry: API endpoints still publicly visible even with private access only
Hello. I’m trying to deploy an Azure AI Foundry service for a client. The idea is to restrict access by the client’s IPs only. However, the API endpoints are still publicly visible — they look like an IP address and return: {"error":…
Azure OpenAI Service
Ai Foundry model GPT-5-nano returns Empty response from model.
I have deployed a GPT-5-nano model on AI foundry. The model seems to go on and do long reasonings then return and empty response. The answer for a simple promtp like: hi this is a test, returns more than 800 tokens output for reasoning and an empty…
Azure OpenAI Service
Azure OpenAI - gpt-4o-transcribe-diarize
Hi, I'm trying to use gpt-4o-transcribe-diarize model from AzureOpenAI and can't seem to hit the right endpoint. Wanted to check if anyone has a working C# sample? internal class Program { // Configure with your Azure OpenAI endpoint + key +…
Azure OpenAI Service
How to get Azure OpenAI registration approved for Modified Content and Abuse Filtering access?
I’m currently working on a development project that requires access to Azure OpenAI Service with Modified Content and Abuse Filtering enabled. I have already submitted the registration form for approval but received a denial notice. I understand that…
Azure OpenAI Service
Want to use Grounding in openAI Chat Completions API
I use Azure AI Foundry Agentic Service along with Bing Grounding tool subscription, for my Grounding and AI Retrieval application. I have an Open AI gpt-4o model deployed. and authenticate to azure using workload identity federation from my main cloud…
Azure OpenAI Service
Does the information that I allow azure open ai service to access stay inside my tenant?
Could you provide links to materials that discuss the data security related to using the azure open ai service? Should I feel like data that I provide to the azure open ai service is as secure on my tenant as data that I have stored on a sharepoint…