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