Implementing RAG Application with Dynamic Index Refresh on Azure Storage Blob Changes
Hello, I am working on creating a Retrieval-Augmented Generation (RAG) application and I need assistance with dynamically refreshing the index based on changes in Azure Storage Blob. Specifically, I want to trigger reindexing when new documents are added…
Prompt flow deployment of endpoint failed
Hi, I am new to Azure Ai Studio and am working on a chat flow. I have a working prompt flow within a project in Azure Ai Studio that I want to deploy. With a compute session running, Ive tried to deploy it via the "Deploy" button inside prompt…
How to Configure Cognitive Search Index Vector Fields
Hi, I had configured a custom vector embedding pipeline to iterate through documents, extract text, and generate vectors based off of the extracted text. Up until recently everything was working absolutely fine, then Microsoft deprecated my indexes and I…
Cannot delete Azure AI Deployment or update endpoint traffic
I am using the Azure AI Studio and I cannot delete a deployment(for a prompt flow), it says this when trying: If instead of deleting the deployment I try updating the traffic to change it from 100 to 0 so another deployment has the traffic it gives the…
Microsoft Azure is billing me yet I've not used the service in over 2 months (from 3rd April).
Recently, I opened up my email and got an invoice from Microsoft Azure for 1st to the 31st of May. Funny enough, I stopped usig Azure on the second of April. I had no running projects at that time, nor did I ever open a new project Why would they do…
How to get subscription activated after getting it deactivated due to Pending payment
My Pay as yo go subscription got deactivated due to pending Payment however its been more then 2 days now since I have made the payment but still my subscription is not getting activated due to which I am unable to use any of the services. When I am…
Why is gpt-4o model not able to generate images on Azure AI Studio?
Hello! The newest model GPT-4o was made available for deployments on Azure AI Studio, however, it is missing important features that are present on the OpenAI's version, such as image interpretation and generation. Can someone help me to understand…
Does gpt-4-1106-preview support logprobs?
I am using the openai Python package to import AzureOpenAI, and I have created a client for my gpt-4 deployment (1106-preview) with API version 2024-02-01. I am using Azure AI Search to perform RAG using the extra_body parameter, with a data source…
AI Studio integrating the Playground Web App with an Endpoint deployed from Prompt Flow
I've deployed a web app using the AI Studio Playground and separately deployed an endpoint using Prompt Flow. My question is: How can I integrate these two, specifically making the web app consume the endpoint from Prompt Flow? Are there any azure webapp…
Microsoft.CognitiveServices.Speech Text to Speech save to Azure Blob or Convert to Wav Byte Array
I am trying to convert the Microsoft.CognitiveServices.Speech Text to Speech to and Wav file Byte Array or Save a Wav File to Azure Blob. I have read the documentation and the only available methods are to save to a wav file on a local machine, or a…
Usage cost calculation using Azure Retail Prices API for Azure Speech to Text and Blob Storage
We are using Azure subscription with the Standard Tier. We have a requirement to calculate the monthly usage cost in JPY (Japanese Yen) of the Azure Speech to Text service and Azure Blob Storage in our application. we analyzed the Azure Retail Price API…
Generative AI for properties programing language.
I am currently working on a Generative AI project. The goal is to leverage pre-trained models like GPT-4/GPT-3, Codex, etc., to generate responses in my proprietary language syntax. For instance, if I ask for Java code to print numbers from 1 to 10, I…
Need help in accessing Azure document intelligence through Java SDK, help guides are little confusing, please help
Hi Team, We are planning to access the Azure document intelligence instance using Java SDK, I followed the help guide for creating the gradle project, however I am getting confused in below section. I am new to Java, can you please explain in detail on…
We are getting too many request timed out errors too frequently while using Azure open AI
I frequently get request timeout errors from Azure OpenAI while using RetrievalQA from Langchain. This happens usually around 10:00 a.m.–2:00 p.m. UTC. I have already implemented exponential backoff, but the issue still seems to be happening often.
RAG - How can I define orderby/sort in a chat completions create command with data source?
This is how I define my chat completions create when I add my own data source from an Azure Search Index. My question is simple. I would like to order the results from the search based on specific index fields. This is possible when I interact with Azure…
ServiceRequestError: SSL Certificate Verification Failure with Azure Document Intelligence
I am encountering a ServiceRequestError when attempting to analyze a PDF document using the Azure Document Intelligence service. The error seems to be related to SSL certificate verification. Below is the full traceback for your…
How to fix: Access denied due to invalid subscription key or wrong API endpoint. Same sure to provide a valid key for an active subscription and use a correct regional API endpoint for your resource.
I'm very new to this and taking training. I'm following the steps on https://microsoftlearning.github.io/mslearn-ai-fundamentals/Instructions/Labs/03-image-analysis.html When I attempt to drag and drop the image I'm receiving the error "Access…
Pricing Azure Bot Services
I need some help with pricing out Azure Bot Services. I have 15M outbound SMS that will be using Direct Line services, and I've been told to price using the $0.50 per 1000 messages.
Automatically update Azure AI search indexes from BLOB storage for use in Azure AI studio - RAG pattern queries
Hello, I'm currently using Azure AI studio to upload PDF files to a BLOB store, create an index, and then query this data using Chat GPT 3.5 and the RAG pattern without any coding. It is working great! However, I'm trying to set up the architecture to…
Creating a Recommendation Engine
Hi all; Sorry, this is a giant question asking about everything around this. But if I'm on the right track here, and you all can help me with these questions, then I think I'll have it. Use Case I have written an app that manages events for political…