4,613 questions

Sort by: Updated
3 answers

Azure AI Foundry Toolbox Skills Not Being Discovered or Read by Agents

An issue is being observed with Skills configured inside Toolboxes in Azure AI Foundry. A Skill is added to a Toolbox using a Markdown skill definition and the Toolbox is associated with an Azure AI Foundry agent. However, the agent is unable to…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-10-05T09:30:11.2133333+00:00
Girija Sravya Peesapati (US) 0 Reputation points
answered 2026-10-27T15:01:08.13+00:00
Hemant Bharadwaj 85 Reputation points Microsoft Employee
1 answer One of the answers was accepted by the question author.

Unable to deploy llm models in foundry

ASfter several attempts in a short time span; and can't raise a request in azure portal, can't advance in the menu Update – exact error found Azure portal > Monitor > Activity log shows every failed deployment (first attempts on Oct 25 and a…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-10-25T17:54:35.0333333+00:00
Alberto Jaimes 20 Reputation points
edited the question 2026-10-27T03:19:18.85+00:00
Alberto Jaimes 20 Reputation points
1 answer One of the answers was accepted by the question author.

MS Foundry ToolBoxes Auth Error

I’ve been using toolboxes with a client called Open WebUI for a while, connecting to them as an MCP server with Bearer authentication (using my Foundry project’s API key). Since yesterday, the MCP connection hasn’t been working. I tried connecting to…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-10-24T23:51:04.06+00:00
Marco117 110 Reputation points
accepted 2026-10-26T19:37:15.5133333+00:00
Marco117 110 Reputation points
1 answer

Facing Error Access denied when connecting to the Dynamics 365 MCP server from AI Foundry

We are trying to connect our AI Foundry with Dynamics 365 FO using the Custom OAuth based connector, everything is configured to specification, this connector was working last week, but all of a sudden it is giving 403 error after perform the consent…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-11T06:22:25.4566667+00:00
Mohammad Ali 0 Reputation points
commented 2026-10-22T02:53:28.94+00:00
Manuel Escalona 0 Reputation points
0 answers

Fraud-protection hold 715-123420 blocks ARM deployments of existing AI Foundry account

Since this week, many ARM/Bicep deployments of our resource group fails because Microsoft.CognitiveServices rejects our existing AI Foundry account at preflight: The following resource provider(s) - 'Microsoft.CognitiveServices/accounts/projects'…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-10-14T14:31:33.8566667+00:00
Michiel Willekens 0 Reputation points
commented 2026-10-14T18:21:58.0766667+00:00
SRILAKSHMI C 19,830 Reputation points Microsoft External Staff Moderator
0 answers

Browser Automation tool (preview) in Foundry prompt agent returns empty output, no sessions in Playwright Browser activity log

Setup: Foundry project, Playwright Workspace created, access-token auth enabled, project connection created (auth type: API key), role assigned on the workspace resource to the project identity. Python, azure-ai-projects, PromptAgentDefinition with…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-10-14T04:52:02.1433333+00:00
n manga 0 Reputation points
1 answer

Azure AI Foundry Agent receives 403 Forbidden when connecting to Toolbox MCP endpoint, but same configuration works in another Foundry project

I am troubleshooting an Azure AI Foundry Toolbox integration issue and would like to understand whether I am missing a configuration or permission. I have two separate Azure AI Foundry projects: Project A Project B In both projects, I am trying to…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-18T09:14:25.7366667+00:00
Mayank Pant 0 Reputation points
commented 2026-10-13T08:54:41.32+00:00
Suhail Ahamed J 0 Reputation points Microsoft External Staff Moderator
2 answers

Foundry agent: OBO auth error when authenticating using API key

Hi, Was there a recent service-side change that enforces OBO for knowledge base tools, regardless of the connection's authentication type? What is the supported way to use a Foundry IQ knowledge base tool when calling the agent with an API key? Is a…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-10-01T13:52:17.78+00:00
Krzysztof Zając 10 Reputation points
edited a comment 2026-10-10T15:51:20.97+00:00
Manuel Apeltauer 0 Reputation points
2 answers One of the answers was accepted by the question author.

Azure AI Search tool in Foundry not producing tool_results for evaluations.

I am attempting to evaluate the groundedness of responses using an AI Search Index through Foundry's evaluation in Foundry Portal UI. When I review the reasons why groundedness is failing, the evaluation returns something along the lines of "the…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-10-02T03:35:42+00:00
Riley McCann 40 Reputation points
commented 2026-10-03T01:54:13.3166667+00:00
Sai Kiran Mudavath 270 Reputation points Microsoft External Staff Moderator
4 answers

Azure for Students plan how to use Azure AI Foundry

When I try to create an Azure AI Foundry recourse in any region I get the following error: RequestDisallowedByAzure InvalidTemplateDeployment: Resource 'RECOURCE NAME' was disallowed by Azure: This policy maintains a set of best available regions where…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2025-10-30T02:46:26.19+00:00
Solenopsisbot 10 Reputation points
answered 2026-09-30T08:42:05.42+00:00
Bhuvanesh Kumar S 0 Reputation points
2 answers

Clarification Request: HIPAA Eligibility of Azure OpenAI Realtime API (Audio In/Out)

Dear Microsoft Azure Compliance Team, I’m reaching out to confirm whether the Azure OpenAI Realtime API — specifically the audio-in/audio-out (speech) modality used with models such as gpt-4o-realtime — is covered under Microsoft’s Business Associate…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2025-11-10T13:30:25.2666667+00:00
Wesparcmedia 0 Reputation points
commented 2026-09-23T05:11:11.13+00:00
Anakha S Kumar 0 Reputation points
2 answers

Azure Foundry subcription & latency

Im using Azure Foundry with basic global subscription. And i'm noticing that my LLM calls are very slow. I dont use it much at this time, but definitely needed to boost a bit the speed to make it work for the users. What can I do to speed it up?

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-22T00:06:57.6533333+00:00
Rollo S 0 Reputation points
edited a comment 2026-09-22T16:52:01.1266667+00:00
Rollo S 0 Reputation points
1 answer One of the answers was accepted by the question author.

How can I find out the default Foundry data retention policy?

Does anyone know how I can find out the standard data retention period (and other data management policies) for foundry? I'm doing a DPIA but I can't any of this basic info anywhere in my account. Thanks!

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-16T19:26:29.0766667+00:00
Bramwell Blower 20 Reputation points
accepted 2026-09-21T09:52:30.2833333+00:00
Bramwell Blower 20 Reputation points
2 answers

Document translation failed to translate alt attribute of img tag

This is the development document. https://learn.microsoft.com/zh-cn/azure/cognitive-services/translator/document-translation/overview I use document translation to translate html files. The content in the tag can be translated normally, but the…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2022-10-10T01:30:10.607+00:00
雷 刘 6 Reputation points
answered 2026-09-18T06:54:52.2233333+00:00
jany lin 0 Reputation points
2 answers

Renewing student subscription

My GitHub student subscription ended, and so did my Azure subscription at the same time. but when i renewed my GitHub student subscription, my Azure subscription is still off

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-16T16:13:39.41+00:00
Binyam Abegaz 0 Reputation points
answered 2026-09-16T17:25:31.2233333+00:00
Saksham Kumar 0 Reputation points Student Ambassador
1 answer

I am trying to add searchservice connection in my foundry project but getting below error Error creating connectionService temporarily unavailable. Please try again later.

Foundry's identity added managed identity. For keyvault added keyvault secrets officer and key vault reader to foundry's managed identity. I was able to add keyvault connection successfully but when i tried adding searchservcie connection getting : Error…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-06T06:57:00.8+00:00
Kaveri R Goudgaon 0 Reputation points
commented 2026-09-16T09:27:43.7566667+00:00
Pavan Kumar Purilla 430 Reputation points Microsoft External Staff Moderator
4 answers One of the answers was accepted by the question author.

AI Agent Fails to Retrieve Data from Fabric Data Agent – "Error in information retrieving"

I'm running into an issue while trying to integrate an AI Agent with a Microsoft Fabric Data Agent, and I’d appreciate any help or insights from the community. Setup Details Tenant: Both Microsoft Fabric and AI Foundry are within the same…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2025-04-25T04:35:29.0066667+00:00
Yasiru Randika 35 Reputation points
answered 2026-09-15T17:40:08.49+00:00
Bridge, Noah 0 Reputation points
3 answers

KPIs for Windows AI Foundry (e.g. Tokens/sec)

Using the Windows AI Foundry provides no KPIs (e.g. tokens/sec). This would be extremely helpful when comparing different implementations across hardware (like Qualcomm CPU vs. NPU vs. Intel CPU). Please let me know if there is any way to add KPIs to the…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2025-09-15T21:59:41.5333333+00:00
John Herwig 0 Reputation points
commented 2026-09-15T02:12:17.46+00:00
Elizabeth Greene 0 Reputation points Microsoft Employee
1 answer

Cannot delete Cognitive Services (AIServices) accounts - 500 InternalServerError

Hello, I am unable to delete three Azure Cognitive Services (kind: AIServices) accounts in my subscription. Every attempt to delete them via Azure Portal, Azure CLI, and ARM REST API fails immediately with HTTP 500: "error": {"code":…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-11T07:50:16.6733333+00:00
Snehansh Akhaury 0 Reputation points
edited an answer 2026-09-12T22:58:41.87+00:00
Allan Solomon Mejia 10,545 Reputation points
1 answer

Microsoft Foundry Toolkit in VS Code does not recognize my Azure account

I am having an authentication issue with the Microsoft Foundry Toolkit in Visual Studio Code. VS Code Azure Resources correctly recognizes my Azure work account and subscription, but Microsoft Foundry Toolkit does not consistently recognize the same…

Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,613 questions
asked 2026-09-05T23:25:49.1033333+00:00
Mykhailo Stashkiv 5 Reputation points
answered 2026-09-07T10:37:08.52+00:00
Ganesh Gurram 7,650 Reputation points Microsoft External Staff Moderator