Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
1 answer
Implementing Custom Chunking and Embedding Strategy with Azure AI Agents
I have a large document and would like to use a custom chunking strategy. However, when using the File Search tool and the default vector store in Azure AI Foundry, I’m unable to apply my own chunking or embedding logic. Could you recommend a solution…
Azure AI services
asked 2025-07-15T13:13:32.3066667+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(0, 98%, 10%)' 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)
samarthvaish
0
Reputation points
answered 2025-07-15T14:22:54.6566667+00:00
Alex Burlachenko
11,610
Reputation points
0 answers
Azure Content Understanding API Taking Excessive Time (Timeout Issue) - Custom Analyzer
<strong>Service</strong>: Azure Foundry > Content Understanding > Analyzer Model <strong>Issue Description:</strong> We're experiencing a significant performance difference when using the Content Understanding Analyzer model…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-06-27T03:50:06.55+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(185.6, 68%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMG%3C/text%3E%3C/svg%3E)
Miguel Gomez
5
Reputation points
edited a comment 2025-07-15T14:13:09.5333333+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(44.800000000000004, 1%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERS%3C/text%3E%3C/svg%3E)
Rohan Shah
0
Reputation points
1 answer
Bandwidth prices for azure ai foundry for a particular region
Hi I wanted to check the pricing of the azure ai foundry service I am using , so I tried checking here- https://azure.microsoft.com/en-us/pricing/details/bandwidth/ and related to this only I need to check the usage cost. I tried to enable the metrics in…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-15T11:22:02.7633333+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(19.2, 35%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMG%3C/text%3E%3C/svg%3E)
Mansi Gusain
495
Reputation points
answered 2025-07-15T12:14:29.19+00:00
Alex Burlachenko
11,610
Reputation points
1 answer
One of the answers was accepted by the question author.
Llama for Agents
Hello, Currently, when an agent is created using the Azure AI Foundry, only OpenAI's models are available. Other models show a lock symbol, and are unavailable. Can I know when these models will be available for agentic use? Thanks.
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-14T06:14:03.3066667+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(265.6, 64%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESN%3C/text%3E%3C/svg%3E)
SUSHANT NAIR
55
Reputation points
commented 2025-07-15T11:21:20.34+00:00
SUSHANT NAIR
55
Reputation points
1 answer
One of the answers was accepted by the question author.
Deployment of Llama Model for Agent in Azure
Hello, I had created my first agent using gpt-4o. While creating that agent, I followed these steps: I reach the Agents tab of my project I try to choose Llama 4 Maverick However, it says I cannot deploy it. So, I go for the gpt-4o model.…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-10T09:41:50.9766667+00:00
SUSHANT NAIR
55
Reputation points
accepted 2025-07-15T11:18:40.97+00:00
SUSHANT NAIR
55
Reputation points
3 answers
One of the answers was accepted by the question author.
Can we use Azure DevOps Wiki as a knowledge base for the chat bot?
Hello! We have a huge Knowledge Base for our internal applications which contains a lot of documentation, policies and guidelines, tutorials, question answers and documents and forms related onboarding and so on which is currently maintained on Azure…
Azure OpenAI Service
Azure OpenAI Service
An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.
4,121 questions
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2024-05-02T17:50:47.3633333+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(121.6, 84%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAM%3C/text%3E%3C/svg%3E)
Arpan Mehetre
20
Reputation points
commented 2025-07-15T10:59:28.9466667+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, 8%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMS%3C/text%3E%3C/svg%3E)
Mehmet Sahin
0
Reputation points
1 answer
Error with running o3 deployment in Sweden central
I created deployment of o3 in Sweden Central. I try to use it in Chat Playground - Azure Ai Foundry but I get error: There was an issue with your request. Please check your inputs and try again | Apim-request-id: 03db9eac-2c50-458d-b67d-9020654cb69c Does…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-11T21:39:47.6533333+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(144, 37%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKC%3C/text%3E%3C/svg%3E)
Kamil Cisewski
0
Reputation points
commented 2025-07-15T08:22:46.2333333+00:00
Manas Mohanty
6,455
Reputation points Microsoft External Staff
Moderator
1 answer
One of the answers was accepted by the question author.
Switching from AssistantsAPI to ResponseAPI - Will there be the equivalent of the Assistants Playground?
We are investigating the possibility of converting our Assistant API functions to work with the newer Responses API offered by OpenAI. OpenAI have promised to have equivalence of functionality between Assistants and Responses, but will there be the…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-11T13:29:26.5566667+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(182.40000000000003, 26%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDC%3C/text%3E%3C/svg%3E)
David Captur
180
Reputation points
accepted 2025-07-15T07:02:23.5133333+00:00
David Captur
180
Reputation points
0 answers
Grok - 3 mini not working on playground or any external application
Hi, is there any downtime for grok-3-mini today? not working in the playground also.
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-15T06:55:07.9333333+00:00
Mansi Gusain
495
Reputation points
asked 2025-07-15T06:55:07.9333333+00:00
Mansi Gusain
495
Reputation points
0 answers
Using azure credits
I've azure credits, and yet while creating a azure open ai service resource, the option which is visible under "subscription" is my perosnal billing account. So, from where the payments will take place? Will it be by credits or will it be…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-15T06:39:54.1933333+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(32, 9%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Sajal Sinha
0
Reputation points
asked 2025-07-15T06:39:54.1933333+00:00
Sajal Sinha
0
Reputation points
0 answers
Unable to run Evaluations in Azure Foundry Project ( Private Endpoint )
I have deployed an Azure Foundry and Project (not hub based project), following this guide https://learn.microsoft.com/en-us/azure/ai-foundry/agents/how-to/virtual-networks. However, I'm unable to run Evaluations, it seems there is an authorization…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-10T08:49:26.0666667+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(112.00000000000001, 82%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EEO%3C/text%3E%3C/svg%3E)
Everton Oliveira
10
Reputation points
commented 2025-07-15T06:26:36.8366667+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(124.80000000000001, 17%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPP%3C/text%3E%3C/svg%3E)
Pavankumar Purilla
8,665
Reputation points Microsoft External Staff
Moderator
0 answers
Solutions for GPT-4.1 series Rate Limiting in Azure AI Global Standard Deployment
Issue Summary: We are experiencing service disruptions in our production application due to Azure AI model rate limiting constraints with GPT-4.1 series models. Technical Details: Models in use: GPT-4.1 and GPT-4.1 Mini Use case: Precise reasoning…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-14T09:06:03.1666667+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, 39%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EP%3C/text%3E%3C/svg%3E)
pi
0
Reputation points
commented 2025-07-15T06:25:59.58+00:00
Pavankumar Purilla
8,665
Reputation points Microsoft External Staff
Moderator
0 answers
Urgent please: "completion_tokens", "prompt_tokens" vs "input", "output" and "Cached Input" on Azure OpenAi pricing :-(
Hello All https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/#pricing In the API call responses, I see "completion_tokens", "prompt_tokens" And the pricing page has input, output and cached input. I am…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-12T06:29:53.4666667+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, 34%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EII%3C/text%3E%3C/svg%3E)
It is VMS
100
Reputation points
commented 2025-07-15T06:24:50.8866667+00:00
Pavankumar Purilla
8,665
Reputation points Microsoft External Staff
Moderator
1 answer
One of the answers was accepted by the question author.
Will there be additional charge if I use GPT as an agent?
I used Azure AI Service to deploy GPT-4o model. I then used the model in my program. Currently Azure AI Service charges me by tokens (https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/) In my program, I gave gpt model a…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-11T00:13:46.5366667+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(0, 32%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGM%3C/text%3E%3C/svg%3E)
George Meng
40
Reputation points
accepted 2025-07-15T06:01:41.46+00:00
George Meng
40
Reputation points
0 answers
Consuming a deployed model has a response time of 1-2+ mins for individual requests
We have a Llama 3.3 70b model deployed via Azure AI Foundary since quite some time. At least since last week, the model's responses have been severely delayed which affect our frontend app severely (a research study). Searching the web and it seems like…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-09T06:51:22.72+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, 40%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAA%3C/text%3E%3C/svg%3E)
Akash Agarwal
0
Reputation points
commented 2025-07-15T05:49:58.1933333+00:00
Manas Mohanty
6,455
Reputation points Microsoft External Staff
Moderator
1 answer
How to fix "Your resource has been temporarily blocked because we detected unusual behavior"?
Hi there, My resource is block without providing any details. We have not done anything wrong. Here are the details: Trace ID : 0dd68b0d-9f79-48ec-93af-fa7102c848c5 Client request ID : 0b0e3746-b78f-48c1-9fea-593acc6eb7e2 APIM request ID :…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-08T10:40:27.6366667+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(172.8, 78%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKS%3C/text%3E%3C/svg%3E)
Kahmond Shum
0
Reputation points
commented 2025-07-15T04:57:39.6366667+00:00
Manas Mohanty
6,455
Reputation points Microsoft External Staff
Moderator
0 answers
What explains the significant discrepancy between Azure OpenAI API's reported "remaining tokens" and my actual token consumption?
Tags: Azure, OpenAI Details: I've identified a major discrepancy between the token usage reported by Azure OpenAI API and the actual token consumption based on the API's own response data. This issue is causing premature rate limiting despite having…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-05-16T19:42:53+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(16, 57.00000000000001%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAK%3C/text%3E%3C/svg%3E)
arthike kandasamy
0
Reputation points
commented 2025-07-15T02:27:36.77+00:00
Manas Mohanty
6,455
Reputation points Microsoft External Staff
Moderator
0 answers
Issues related to Azure AI model (Llama-3-3-70B-Instruct, Mistral-Large-2411, etc) deployment
Issue 1: We met an issue as we tried "Llama-3-3-70B-Instruct" deployment using a code that was previously fine but now it triggered the issue: HttpResponseError: Operation returned an invalid status 'Too Many Requests'. Other models like…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-14T20:55:19.1033333+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, 72%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJZ%3C/text%3E%3C/svg%3E)
Junjie Zhu
0
Reputation points
asked 2025-07-14T20:55:19.1033333+00:00
Junjie Zhu
0
Reputation points
0 answers
Too many requests error from Azure AI deployment
Hello Support Team, We are experiencing an issue with our "Llama-3-3-70B-Instruct" deployment within the Azure AI project. This deployment provides a serverless API endpoint. On Friday, July 11, 2025, we executed a new version of a Python…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-14T11:47:24.98+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(265.6, 84%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAK%3C/text%3E%3C/svg%3E)
Alexander Katkov
0
Reputation points
commented 2025-07-14T20:49:29.1966667+00:00
Junjie Zhu
0
Reputation points
0 answers
Can't access Azure Active Directory. Access restricted by my organization
I have been trying to create a handle to an Azure workspace using azule.ai.ml. For the handle, I need to set the environment variables for azure_client_id, azure_client_secret, and azure_tenand_id. However, according to Azure, my organization has…
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
3,675 questions
asked 2025-07-10T22:30:17.73+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(73.60000000000001, 13%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAF%3C/text%3E%3C/svg%3E)
Andres Felipe Suarez
0
Reputation points
commented 2025-07-14T20:14:34.9833333+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(220.8, 32%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERS%3C/text%3E%3C/svg%3E)
Ravada Shivaprasad
550
Reputation points Microsoft External Staff
Moderator