181 questions
-3
votes
0
answers
31
views
Authentication in Microsoft Foundry with multi agent and MCP tools
We have an API layer secured behind Microsoft Entra ID using the Authorization Code Flow with PKCE. This API calls a Microsoft Foundry Orchestration agent (multi agent system), which is also secured ...
- 1,749
-2
votes
0
answers
112
views
How to use Azure AI Search for Structured & Unstructured data combined
I'm developing an AI chatbot using Azure AI services, that answers user queries based on information from pre-uploaded documents. The user has the option to upload files which get stored in Azure ...
- 2,345
0
votes
1
answer
68
views
Getting 404 error when trying to access custom classification model in new Document Intelligence Studio
I've created a custom classification model in the new Azure Document Intelligence Studio and I have trained it with my relevant documents. I am now trying to access this trained model in my c# service ...
1
vote
0
answers
98
views
Passing chat history to an MS Foundry DataAgent
We are implementing a Semantic Kernel with numerous Chat Completion Agents. One of the agents calls out to an existing MS Foundry data agent, which utilises a Fabric data agent as knowledge.
We want ...
- 1,679
1
vote
0
answers
31
views
Autocomplete API not returning complete phrase in Azure AI Search
In the implementation of an autocomplete API, a schema has been defined as follows:
suggesters:
- name: abc,
searchMode: "analyzingInfixMatching",
source_fields:
- chunk_text/en
The ...
0
votes
1
answer
633
views
Azure Agentic AI- unable to register and run custom function call
i am trying to build a agenti ai using custom call as per the azure document.
https://learn.microsoft.com/en-us/azure/ai-services/agents/how-to/tools/function-calling?tabs=python&pivots=code-...
0
votes
0
answers
56
views
.NET on macOS: DNS Resolution Fails for Azure CNAME, Works for A Record and System Tools | Azure AI Foundry + AgentsClient
Environment:
MacBook Air (Apple Silicon, arm64)
macOS 15.4.1 (Sonoma)
.NET SDK 9.0.203, .NET Runtime 9.0.4 (osx-arm64)
No VPN, firewall, or security software interfering
DNS set to Google (8.8.8.8)
...
- 1
1
vote
1
answer
310
views
Phi-4-multimodal-instruct model rejects audio input with "invalid input error" in C# Azure.AI.Inference client
I'm trying to use the Phi-4-multimodal-instruct model with audio input through the Azure.AI.Inference C# client, but I'm getting an "invalid input error" when sending an MP3 file. The same ...
- 6,627
0
votes
1
answer
266
views
Azure AI Search: Newly Added Filterable Fields Not Populating After Indexer Run
I recently added two new fields to my Azure AI Search index and marked them as filterable. After updating the index schema and running the indexer, the new fields are still not populated in the index.
...
- 42
-2
votes
1
answer
140
views
Is there a way to initialize a LLM with a set of instructions and deploy this model with this initial prompt in memory?
In a project i'm currently working on, I have a information extraction task to do with a LLM that requires a large set of instructions. Those instructions contains an object schema (and schema of ...
- 80
0
votes
1
answer
419
views
Azure AI Agent returns "ValueError: Toolset is not available in the client." when using function tools across modules
I'm working with Azure AI Agents and trying to use custom functions within an agent. I've defined several user-defined functions and wrapped them using FunctionTool, then added them to a ToolSet. Here'...
- 21
-3
votes
1
answer
370
views
Facing too much delay in microsoft-cognitiveservices-speech-sdk speech to text
I'm using the Azure AI Speech Service for speech-to-text functionality with the Microsoft Cognitive Services Speech SDK in Angular. However, I'm experiencing a significant delay in receiving the ...
- 734
0
votes
1
answer
785
views
Azure AI - Prompt flow error on file click - "Flow is missing" & in console authentication failed error message
We have 3 ai studio hubs each for - development, int and test.
Today just few mins back onwards when we clicked on prompt flow, it is showing error message - "Flow is missing", when i tried ...
- 55
0
votes
1
answer
146
views
Azure AI services Conversation summary. More details for ParticipanId and Role in ConversationItems
I'm testing Azure AI services Conversation summary using this QuickStart.
I noticed that Role in ConversationItems is not required to get the summary. And actually, result will be the same with and ...
0
votes
1
answer
321
views
Is there any way we can get the time taken to generate response in azure chat playground?
I am trying few prompts in azure AI chat playground using gpt-4o. I am putting a prompt, context and query the required fields and generating the response. Please refer below image for the playground.
...
- 167
0
votes
1
answer
90
views
Reply on the same Slack Thread using Azure Custom QuestionAnswering
I would kindly ask you to help on this topic if possible.
My Azure Bot based on Custom Question Answering is actually up and running:
based on the knowledge fixed question I get the corresponding ...
1
vote
2
answers
2k
views
Azure openai error 401, "Unauthorized. Access token is missing, invalid, audience is incorrect (https://cognitiveservices.azure.com), or have expired
Here is my python code, and encountered run time error,
Error: 401 { "statusCode": 401, "message": "Unauthorized. Access token is missing,
invalid, audience is incorrect (...
- 11
0
votes
1
answer
323
views
Azure AI Studio - Script runs indefinitely with no errors or outputs
I am following this tutorial to get started with Azure AI Studio. The create_search_index.py script ran successfully and created an index. But the get_product_documents.py and chat_with_products.py ...
- 3,764
0
votes
1
answer
167
views
Why does Azure AI Search REST API return different indexer status than the Azure Portal?
I am using Azure AI Search.
In the Azure portal, I have an indexer with a 'Failed' status:
In my application, I retrieve the indexer's status using the following REST API call:
GET https://[service ...
- 9,604
1
vote
3
answers
1k
views
Normalizing search scores on Azure AI Search
I have an index on AI Search that contains one term in English (e.g. "white wine", "grapes", "chocolate cake", ...) per document. I have a vector field. Indexing has run ...
- 23
0
votes
1
answer
514
views
Constant timeouts running Meta Llama 3.1 405B instruct
I am continually receiving this timeout error when trying to run the model in azure ai studio from my local machine in jupyter notebook. I cannot find anything useful in the azure ai studio on why ...
- 1,166
2
votes
0
answers
255
views
Azure Document Intelligence - Base64 Degredation
In Azure Document Intelligence studio When I run tests on a pdf I'm getting expected results.
Based on the same exact document hitting the analyze service with a base64 source I get back different ...
- 624
0
votes
1
answer
115
views
Azure AI Search Lucene Query Syntax Error
I am trying to learn Azure AI search on my database table. I have following dataset.
I can do a search (Lucene) as follows and it works fine:
{
"queryType": "full",
"...
- 22.8k
0
votes
1
answer
987
views
Azure AI Search Sharepoint URLs
I am currently indexing Sharepoint Files in Azure via AI Search.
This index is then used in AI Studio via "add your data". This way the Sharepoint documents are used as citations in the chat,...
0
votes
1
answer
905
views
How can I provide custom data via API to Azure OpenAI Model
I have created a chat model using Azure open ai and providing it custom data source with help of container and Azure ai search, but this is static. And I am using that API in my app. But what I want ...
