4,585 questions with Foundry Tools tags

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2 answers

Unable to Connect ACS/ Web Client to Azure AI Foundry Agent via Voice Live (Agent Mode)

I am referring the Azure Samples GitHub repository: https://github.com/Azure-Samples/call-center-voice-agent-accelerator?tab=readme-ov-file, I am trying to connect to my exact agent from AI Foundry, they have mentioned the below in the readme…

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

4,585 questions
asked 2026-02-13T05:03:17.1733333+00:00
S M, Arunkumar 0 Reputation points
edited an answer 2026-07-02T13:10:01.6866667+00:00
Yevhen Marynchak 0 Reputation points
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…

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

4,585 questions
asked 2026-02-12T14:39:19.51+00:00
Aditya Purohit 5 Reputation points
edited an answer 2026-07-02T13:07:27.47+00:00
Yevhen Marynchak 0 Reputation points
1 answer

Managed Identity token fails when RestrictOutboundNetworkAccess = true on an Azure AI Foundry resource, but works when set to false.

Hello, We are implementing the Azure AI Foundry Data Loss Prevention (DLP) control by enforcing restrictOutboundNetworkAccess=true on our AI Foundry resources.  When doing so, we encountered an issue with Managed Identity authentication for OpenAPI…

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

4,585 questions
asked 2026-06-28T21:41:38.39+00:00
Mwangi Njoroge (NON EA SC ALT) 0 Reputation points Microsoft Employee
commented 2026-07-02T01:58:11.09+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
1 answer

Azure AI Foundry SDK: How to stream agent responses with tool call events using azure-ai-projects in Python

Hi all! I'm building a Foundry Agent in Python using azure-ai-projects and I want to stream the agent's response to the user in real time, including visibility into when a tool is being called and when the final answer is being generated. Environment: …

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

4,585 questions
asked 2026-06-28T00:04:16.2733333+00:00
Jubin Soni 0 Reputation points
edited an answer 2026-06-29T14:16:42.62+00:00
Alex Burlachenko 23,250 Reputation points MVP Volunteer Moderator
2 answers One of the answers was accepted by the question author.

Foundry Agent published to Teams via Group chat

HI Everyone, I created a Foundry agent with an Azure AI Search knowledge base linked via Foundry IQ. Then I published it to Teams group chat after creating a Bot service. When I prompt this agent, I keep receiving the approval for tool usage prompt each…

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

4,585 questions
asked 2026-04-29T03:53:59.5033333+00:00
Nimesh 230 Reputation points
accepted 2026-06-29T06:29:23.26+00:00
Nimesh 230 Reputation points
2 answers

Inconsistent Latency with Cohere Embed V4 Model on Azure AI Foundry

The Cohere Embed V4 model deployed via Azure AI Foundry shows inconsistent performance. Embedding very short inputs (e.g., a two-word phrase) sometimes returns within 1–2 seconds but occasionally takes 80–100 seconds. No changes have been made to input…

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

4,585 questions
asked 2025-07-30T06:58:17.41+00:00
Hari 25 Reputation points
commented 2026-06-27T15:47:11.9833333+00:00
Rohith Krishnakumar 0 Reputation points
2 answers

m unable to deploy any models in Microsoft Foundry using my subscription.

I want to use GPT models, and I have already requested the required access, but I still cannot deploy them. I also tried deploying other models, but I encountered the same issue. All of them show “no available regions” and cannot be deployed.

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

4,585 questions
asked 2026-04-07T08:34:06.26+00:00
lin wang 5 Reputation points
commented 2026-06-25T05:03:19.2066667+00:00
Rida Intisaar 0 Reputation points
2 answers

Can you please explain to us how we can connect Azure Copilot to our custom MCP server running in our Azure environment ?

Can you please explain to us how we can connect Azure Copilot to our custom MCP server running in our Azure environment ? We are running our own custom MCP server on an Azure Function app service inside our private network architecture all in Azure. We…

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

4,585 questions
asked 2026-02-09T15:19:18.2533333+00:00
Turic, Mario 0 Reputation points
commented 2026-06-24T07:27:31.2733333+00:00
Philipp R 1 Reputation point
0 answers

Azure AI Foundary Evals not working

Hi We are consistently getting error 400 with 403 when we doing evals either via portal or pipeline. in network tab it is giving local auth api key disabled as we using the managed idenitty and default azure credentials. it also say vnet is disabled…

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

4,585 questions
asked 2026-06-18T04:45:13.7466667+00:00
Prasun Aggarwal 1 Reputation point Microsoft Employee
commented 2026-06-23T17:17:43.8033333+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Foundry Agent Refusing to Use Tools

I am currently working an a foundry agent, but it is refusing to use any of the tools that I have connected to it. It previously was able to use these tools, and I haven't made any changes to its connectivity with them. I currently have a custom MCP…

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

4,585 questions
asked 2026-06-02T14:34:59.61+00:00
Abanes, Cameron A 80 Reputation points
accepted 2026-06-23T14:39:33.0866667+00:00
Abanes, Cameron A 80 Reputation points
1 answer

How to connect to IcM MCP, getting quota error

Hi, I'm unable to connect to IcM MCP. While connecting, getting some quota error however, I see compute availble in my subscription.

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

4,585 questions
asked 2026-06-15T07:00:29.5733333+00:00
Vinit Verma 0 Reputation points Microsoft Employee
edited an answer 2026-06-23T10:11:00.9866667+00:00
Siddhesh Desai 7,640 Reputation points Microsoft External Staff Moderator
2 answers

Azure AI Foundry Workflow works with hosted agents?

Could you please confirm whether Hosted Agents are currently supported as Agent nodes in Azure AI Foundry Workflows? My Hosted Agent works in Playground and through the SDK, but fails when called from a Workflow with the error: "Hosted agents can…

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

4,585 questions
asked 2026-06-15T08:12:33.48+00:00
Rihan Mohamed 0 Reputation points
commented 2026-06-19T20:32:11.3966667+00:00
Anshika Varshney 14,085 Reputation points Microsoft External Staff Moderator
1 answer

How can we set agent id prior to creation through YAML File? Is it practically possible to set our own agent id?

Link for reference: https://learn.microsoft.com/en-us/training/modules/develop-ai-agents-azure-vs-code/6-configure-manage-agents?pivots=text I was reviewing the Manage Agents learning material and encountered some confusion: Agent ID generation My…

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

4,585 questions
asked 2026-06-19T15:39:33.0266667+00:00
Deepankar 365 Reputation points
answered 2026-06-19T15:39:54.3666667+00:00

AI answer

3 answers

Microsoft 365 Copilot Retrieval API returns empty results after pay-as-you-go activation

SUMMARY The Microsoft 365 Copilot Retrieval API returns HTTP 200 with empty retrievalHits for SharePoint content that is confirmed to exist and be indexed in SharePoint search. The Microsoft Foundry SharePoint grounding tool…

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

4,585 questions
asked 2026-05-28T08:25:45.77+00:00
beguem 0 Reputation points
commented 2026-06-19T14:30:28.3233333+00:00
Karnam Venkata Rajeswari 4,435 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Azure AI Foundry Agent works in Playground but fails in Microsoft 365 Copilot when using Knowledge Base

I have an Azure AI Foundry Agent that uses a Knowledge Base connected to an Azure AI Search index. The agent works correctly in: Azure AI Foundry Playground Azure App Service hosted web application SharePoint page with embedded web application I have…

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

4,585 questions
asked 2026-06-11T18:13:35.7133333+00:00
Paul Satterlee 20 Reputation points
accepted 2026-06-16T19:27:27.02+00:00
Paul Satterlee 20 Reputation points
1 answer

Azure AI Foundry Agent Published to Teams/M365 Copilot Now Shows Code Interpreter Tool Calls to Users

I have an Azure AI Foundry agent that is published to Microsoft Teams / Microsoft 365 Copilot. Previously, when the agent used Code Interpreter (or other tools), end users only saw the final response generated by the agent. Recently, I observed a change…

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

4,585 questions
asked 2026-06-13T04:10:14.6833333+00:00
Debesh Mohanty 0 Reputation points Microsoft Employee
answered 2026-06-13T04:10:27.7833333+00:00

AI answer

2 answers

AI foundry Model unavability

Hello, I am attempting to deploy the qwen2.5vl:3b and qwen2.5vl:7b models in Azure AI Foundry; however, they are currently unavailable in the Central India region. Could you please provide guidance on the recommended approach or alternative methods 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

4,585 questions
asked 2026-06-08T11:57:44.06+00:00
EC 0 Reputation points
commented 2026-06-12T17:41:29.6266667+00:00
SRILAKSHMI C 19,550 Reputation points Microsoft External Staff Moderator
2 answers One of the answers was accepted by the question author.

Azure AI Foundry moderation_blocked for safe child images

We are experiencing inconsistent moderation behavior when using gpt-image-2 in Azure AI Foundry. Our application generates stylized watercolor children's book characters from uploaded reference images. Some requests fail with: "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

4,585 questions
asked 2026-05-07T21:46:32.7733333+00:00
Andres Hurtado 20 Reputation points
accepted 2026-06-11T17:13:28.1933333+00:00
Andres Hurtado 20 Reputation points
1 answer

Azure AI Foundry Playground shows "No deployment exists" — ML RP data plane returns 403 Forbidden while ARM control plane returns 200 OK

Problem Summary The Azure AI Foundry Playground Agents tab shows "No deployment exists" in the model deployment dropdown, even though the Azure OpenAI deployment is correctly provisioned and the Agent Runtime API works perfectly. Environment: …

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

4,585 questions
asked 2026-06-11T12:35:02.26+00:00
Anonymous
answered 2026-06-11T12:35:17.77+00:00

AI answer

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

Microsoft Foundry Agent published to Teams via Bot service

Hello everyone, I have a GPT 5.1 Microsoft Foundry Agent with 2 linked Foundry IQ Knowledge Bases. Both these KBs are based on Azure AI Search RAG. When I prompt the agent in chat playground, Bot Service Web chat I get the responses as expected. I have…

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

4,585 questions
asked 2026-04-17T14:11:15.7733333+00:00
Nimesh 230 Reputation points
accepted 2026-06-11T05:15:29.6733333+00:00
Nimesh 230 Reputation points