Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
2 answers
One of the answers was accepted by the question author.
How to attach file into Azure Foundry agent message
I'm using python and attempting to attach a file to an Azure Foundry agent message. I successfully manage to upload the file and attach it, but the agent is unable to read the file (I've tried multiple formats from .pdf, .docx, .csv & .txt) This is…
Azure AI services
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(150.4, 13%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ES%3C/text%3E%3C/svg%3E)
1 answer
One of the answers was accepted by the question author.
How to fix Create an agent "Automatic deployment failed: No models with sufficient capacity available in the current region"
When creating an agent in Microsoft foundry I encounter the following error, what is this error and how do I solve this? "Automatic deployment failed: No models with sufficient capacity available in the current region"
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-01T09:50:34.2433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(137.6, 22%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EN%3C/text%3E%3C/svg%3E)
nstrn
40
Reputation points
commented 2026-03-12T10:37:12.7266667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(48, 60%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJS%3C/text%3E%3C/svg%3E)
Juan Salvador Magán Valero
21
Reputation points
0 answers
Foundry agent deployed to Copilot/Teams can't display images generated via Code Interpreter
Just cross posting here in attempt to increase coverage! https://techcommunity.microsoft.com/discussions/azure-ai-foundry-discussions/foundry-agent-deployed-to-copilotteams-cant-display-images-generated-via-code-in/4494610 Hello everyone, I’ve been…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-17T17:27:23.9333333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(310.4, 36%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJP%3C/text%3E%3C/svg%3E)
Jason Priebe
5
Reputation points
commented 2026-03-11T16:21:03.52+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 15%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Manas Mohanty
15,295
Reputation points Microsoft External Staff
Moderator
2 answers
One of the answers was accepted by the question author.
GPT-5.2 for DateZone deployment in EU
Hi, any timeline for when gpt-5.2 models will be available for DateZone Standard deployment for swedencentral or any EU datacenters in Microsoft AI Foundry. OpenAI models has usually been deployed quite fast to swedencentral, but gpt-5.2 doesn't seem to…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-01-19T14:14:07.14+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(236.8, 87%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHM%3C/text%3E%3C/svg%3E)
Herman Martinsson
65
Reputation points
commented 2026-03-10T11:51:53.88+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(28.799999999999997, 11%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Magnus Mjøsund
6
Reputation points
1 answer
Using direct user uploaded file inputs in new Microsoft foundry agent (not file search, direct file input)
There seems to be no documentation on an agent using user uploaded file inputs to an agent in the new foundry portal. There is a paperclip attatch button in the test pane, but when I try to upload a file and run a test, I get a generic server_error. This…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2025-11-25T18:50:56.5733333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(99.2, 80%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENH%3C/text%3E%3C/svg%3E)
Nathan Hardie
10
Reputation points
answered 2026-03-10T11:25:15.45+00:00
Carlos Jimenez Uribe-echeverría
5
Reputation points
1 answer
Attaching image_url to Azure OpenAI gives Bad Request, Image not accessable, image is already public
I'm using below code; response = client.chat.completions.create( model="grok-4-fast-non-reasoning", messages=[ { "role": "user", "content": [ …
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-01-18T14:06:23.62+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(86.4, 90%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECL%3C/text%3E%3C/svg%3E)
Cloud Learning Bites
0
Reputation points
edited an answer 2026-03-10T09:45:47.0666667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(28.799999999999997, 15%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAV%3C/text%3E%3C/svg%3E)
Anshika Varshney
7,995
Reputation points Microsoft External Staff
Moderator
3 answers
Is A2A the replacement for connected agents in the new Foundry?
Will A2A be the replacement for the connected agents feature in the new foundry since connected agents is removed in the new foundry? Also is AI gateway mandatory for usage of A2A? What are the other things required or mandatory to make use of the…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(118.4, 99%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ED%3C/text%3E%3C/svg%3E)
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(198.4, 31%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPL%3C/text%3E%3C/svg%3E)
1 answer
One of the answers was accepted by the question author.
New AI Foundry experience. No more "connected agents"?
Hello. I started using the new Foundry experience and created a new agent, but noticed there isn't a "connected agents" option anymore. Is it not yet available? Available somewhere else? Is there an alternative? Thank you
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 1%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EM%3C/text%3E%3C/svg%3E)
2 answers
One of the answers was accepted by the question author.
Unable to delete a resource
I have been using Azure for my certification exam. I have noticed that my billing has jumped very high due to a resource that was recently added. When I tried to delete that resource, it throws following error: Delete resource group rg-xxx-0742…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(124.80000000000001, 86%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EU%3C/text%3E%3C/svg%3E)
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(214.4, 57.99999999999999%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJX%3C/text%3E%3C/svg%3E)
1 answer
Azure AI Foundry Agent Service – Browser Automation tool returns empty output ("") with status OK
I’m having an issue with the Browser Automation (preview) tool in Azure AI Foundry Agent Service. Scenario Region: eastus2 Agent model: gpt-4.1/gpt-5 Tool: Browser Automation (preview) Playwright workspace: connected per the official guide,…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-17T14:33:24.3766667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(227.2, 11%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EEV%3C/text%3E%3C/svg%3E)
Edmond Varga
11
Reputation points
answered 2026-03-06T11:39:55.04+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(176, 16%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
SRILAKSHMI C
15,030
Reputation points Microsoft External Staff
Moderator
2 answers
Azure AI Foundry presents third-party AI models as native Azure services — no warning they're billed outside startup credits
I'm a Microsoft for Startups participant and recently received an unexpected invoice for €999.60 for using AI models (Anthropic Claude) through Azure AI Foundry. The problem: When deploying AI models through Azure AI Foundry, the interface presents all…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-01-20T21:36:05.93+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(236.8, 30%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBS%3C/text%3E%3C/svg%3E)
Bogdan Sevriukov
15
Reputation points
commented 2026-03-06T00:41:33.9166667+00:00
Manas Mohanty
15,295
Reputation points Microsoft External Staff
Moderator
1 answer
Sharepoint Tool Rate Limits
Hello, I have a foundry agent connected to sharepoint grounding. The agent makes 1 call to the sharepoint tool per request. After around 200 requests (it varies between 180-230), the tool errors and the errors go away after 1 hour. When calling an agent…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-01-29T16:44:32.51+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(134.4, 5%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAC%3C/text%3E%3C/svg%3E)
Aaron Carter
0
Reputation points
commented 2026-03-05T01:16:16.7833333+00:00
Manas Mohanty
15,295
Reputation points Microsoft External Staff
Moderator
1 answer
Not able to deploy sonnet 4.5 in azure foundry
why are we Not able to deploy sonnet 4.5 in azure foundry
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-06T15:50:06.84+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(236.8, 79%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENM%3C/text%3E%3C/svg%3E)
Nicober Mani
0
Reputation points
commented 2026-03-04T18:45:16.57+00:00
Anshika Varshney
7,995
Reputation points Microsoft External Staff
Moderator
1 answer
One of the answers was accepted by the question author.
mistral doc ai 2505 gives null in the data annotation schema, but markdown is sucessfull
Hello, I am using Azure AI Foundry's Mistral doc AI 2505 model for key-value pair extraction, where I will be getting 5-6 forms in a PDF. The thing is i am using the document_annotation method to call the model, but sometimes I get the…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-09T13:18:39.44+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(160, 12%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVT%3C/text%3E%3C/svg%3E)
Vansh Tiwari
20
Reputation points
accepted 2026-03-03T12:18:29.0533333+00:00
Vansh Tiwari
20
Reputation points
3 answers
Foundry Agent Issue: Fabric Data Agent Tool now working
Issue with Microsoft Foundry Agent tool: Fabric Data Agent. Getting error: tool_user_error: Fabric run failed during execution. Find out more troubleshooting details here - https://aka.ms/foundryfabrictroubleshooting I have checked the…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-06T12:52:07.94+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(188.79999999999998, 64%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA6%3C/text%3E%3C/svg%3E)
AyusmanBasu-6332
6
Reputation points
answered 2026-02-27T11:39:47.99+00:00
SRILAKSHMI C
15,030
Reputation points Microsoft External Staff
Moderator
2 answers
We are using the prebuilt-tax.us model to process W-2 forms. The field "LocalWagesTipsEtc" is present in the document, but the model is not extracting it in the result.
We are using the prebuilt-tax.us model to process W-2 forms. The field "LocalWagesTipsEtc" is present in the document, but the model is not extracting it in the result same for other fields of LocalTaxInfos .
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-17T18:25:11.52+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(115.19999999999999, 14.000000000000002%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELS%3C/text%3E%3C/svg%3E)
Lokesh Saini
0
Reputation points
answered 2026-02-27T09:19:04.31+00:00
SRILAKSHMI C
15,030
Reputation points Microsoft External Staff
Moderator
1 answer
One of the answers was accepted by the question author.
Dall-E3 Model retirement and it's upgrade
We are currently using the DALL·E 3 model with version 3.0. Its retirement date is 18-Feb-2026, and the Version Upgrade Policy is set to “Once a new default version is available.” When we try to edit the deployment, we only see the default version 3.0,…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-03T02:39:41.1166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(304, 71%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBK%3C/text%3E%3C/svg%3E)
Bipin Kadam
40
Reputation points
commented 2026-02-27T06:13:18.3466667+00:00
SRILAKSHMI C
15,030
Reputation points Microsoft External Staff
Moderator
1 answer
Example for On-behalf-of flow in Azure AI Foundry Agents by Entra ID
I'm working with AI Foundry and try a demo which enables end users to access their own account-specific content (such as Microsoft Graph API data or MCP tools) through the Agent Identity OBO Flow. Could you please confirm if implementing the OBO flow is…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-08T10:51:30.7133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(3.2, 81%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBJ%3C/text%3E%3C/svg%3E)
Brown James
0
Reputation points
commented 2026-02-27T05:47:05.3033333+00:00
SRILAKSHMI C
15,030
Reputation points Microsoft External Staff
Moderator
1 answer
Lab - "Develop an Azure AI Voice Live voice agent": https://github.com/MicrosoftLearning/mslearn-ai-language/blob/main/Instructions/Labs/11-voice-live-agent-web.md
Hi Microsoft Support Team, I'm facing an error when performing/validating this lab: "Develop an Azure AI Voice Live voice agent." ** **Error Details: ERROR: Initializing provisioning manager: reading subscription id: no default response…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-08T06:25:54.97+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(96, 26%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHK%3C/text%3E%3C/svg%3E)
Heeyaichen Konsam
20
Reputation points
commented 2026-02-26T04:20:39.6766667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(6.4, 51%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKV%3C/text%3E%3C/svg%3E)
Karnam Venkata Rajeswari
300
Reputation points Microsoft External Staff
Moderator
2 answers
Latency with Azure Open AI - In general as compared to Open AI direct model use
I have been working with Azure OpenAI gpt-4.1-mini for the last 8 months, and for the last couple of months, I have been observing a spike in the TTFT. It ranges from 800ms to 1.9 seconds, which is very high for Agentic use, and earlier it use to be…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
4,384 questions
asked 2026-02-12T14:39:19.51+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(57.599999999999994, 34%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAP%3C/text%3E%3C/svg%3E)
Aditya Purohit
5
Reputation points
answered 2026-02-25T22:01:26.3766667+00:00
Manas Mohanty
15,295
Reputation points Microsoft External Staff
Moderator