azure AI foundy compute instance environment not in a healthy state. Cant connect remotely to the instance
I m trying to connect to my compute instance on azure AI foundry but no luck. the compute starts normally but when I want to launch with VS Code Desktop or Web, or with Jupyter server it does not work. I tried connecting to a different compute and…
Azure Speech-to-Text: language or quota limitaion
I want to use Azure's speech-to-text for my chatbot service. The use-case is to provide STT results when the user gives voice (usually one or two sentences). Here, the user does not select a language. I tried using Azure OpenAI's whisper, but the…
Leveraging Azure AI services (AI Search) for different data source.
Hello, We are working on a Proof of Concept (PoC) to leverage Azure AI services (AI Search), enabling users of our web application to query data using natural language. Our use case involves scenarios where the data source could be a database hosted on…
Text Analysis in PDF Documents with Azure AI Services
Hello everyone, I am working on a project where I regularly handle extensive collections of PDF documents filled with specific technical terms and abbreviations. These documents also vary greatly in layout and formulation, presenting a unique challenge…
Programmatically upload file and get response as file or stream
Hi, We would like to leverage AI for a business case. We will upload recommended device configuration matrix as a file and add it to the DataSource and will create a search index. Next there will be another file with current device configurations which…
How to get/see azure ml env docker context content
Hi, I have created Azure ML environment based on the docker context file, job works fine, but I am not able to see my env's context file content. In env details page I see "Build context can be edited from the context panel.", but in…
Can you provide guidance on how to use images as input in the Azure AI assistant? Which AI models support image input, and in which regions are these features available?
Hi, I am working on building a doubt-solving AI chatbot for students, and I want to create an assistant capable of handling both text and image inputs. The goal is to design an AI-powered assistant that can answer questions from users based on text…
Why llm token count increased if I directly attached the data source to the llm model
The question presents two scenarios involving AI search and an LLM: Scenario 1: AI search is done separately. The search results are passed as context to the LLM. The LLM processes this context, consuming X tokens in total. Scenario 2: The LLM…
How can I give access to Azure private previews to a customer?
My customer would like to have access to private previews for Azure Services, specifically for Azure AI services. How can I provide access to private preview and/or request or submit a request to give him access to private previews?
Assistants previously created (using old keys) don't work once API keys refreshed from portal
Hi. We deployed a few Assistants using Assistants API. User interacted with these assistants over time & had several messages. Then we refreshed both keys for our OAI model using portal.azure Now the Assistants that we created using old keys…
Price for usage of Deepseek R1
What is the price for Deepseek R1 deployed? API calls in 1mil tokens fro output and input? I cant find it in prices/calculator? thanks!
Azure AI Foundry - Rate Limit Exceeded Try again in 86400 seconds
Hi I have deployed a gpt-4o model in Azure AI Foundry and am trying to test it in the Chat Playground. I've used the Add your data section to create a vector index that points to my Azure Blob storage location where the files for the gpt model to…
Azure anomaly detection is being retired, what are the alternative services provided by Azure?
Hi, We're trying to integrate anomaly detection in our data pipeline but I can see that the Azure Anomaly Detection service is being retired and we cannot create any more new Anomaly Detection resources on Azure: Source:…
unable to delete Azure AI Hub.
unable to delete Azure AI Hub. It is in deleting state for a few days.
How to Fine-Tune Azure OpenAI Models for Domain-Specific Use Cases?
I'm working on a chatbot using Azure OpenAI and need to fine-tune it for a specific industry (legal). I have a dataset of past conversations and documents. What's the best approach to fine-tune the model while keeping costs manageable? Should I use…
Regex Queries in Azure AI Search
Hi everyone, I'm working on integrating Azure AI Search into a web application using the AzSearch.Automagic JavaScript library, but I’ve encountered a challenge. The Problem: I can successfully run the following query in the Azure Portal's Search…
Supported documents Document Intelligence
Hi, Does anybody know if PDF and Word documents are both supported by the document intelligence service? On the sales page (https://azure.microsoft.com/en-us/products/ai-services/ai-document-intelligence), it only states that PDF files are supported,…
Issues with Lookup Node in Azure PromptFlow Standard QnA Prompt
I am encountering issues with the lookup node in one of the standard QnA prompts provided by Azure PromptFlow. I was building on top of this drag-and-drop component and noticed the following challenges: Deprecation Warnings: The execution logs include…
Key based authentication disabled for this resource
I'm trying to create a vector index by uploading a pdf file in the chat playground. However I keep getting an error message that my AuthenticationTypeDisabled: Key based authentication disabled for this resource. Its unclear which resource this is…
Facing an Issue in Azure AI Search.
Dear Microsoft Team, I am facing an issue with AI Search and Azure OpenAI integration in my project. I have a 120-page PDF document that I split into 50 groups using Python and uploaded the grouped data to Azure AI Search. The index and indexer count are…