How to extract similarity from Azure AI Search x Azure OpenAI completion
Hi, I've been using client.chat.completions.create from our Azure OpenAI gpt-4 deployment to run RAG completions against my vector database, hosted on Azure AI Search. To do this, I've been using client.chat.completions.create, with my system and user…
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…
Azure Audit logs for index deletion in Azure AI Search?
How can I view and check who deleted the index in Azure AI Search service? I cannot find this information in the Activity log.
Azure open AI indexing of Sharepoint
I submitted a request a week ago to open up indexing by Azure open AI of Sharepoint sites. More info here: https://learn.microsoft.com/en-gb/azure/search/search-howto-index-sharepoint-online Does anyone know how long this usually takes? There are also…
How we can index blobs based on last modified date of blob in Azure AI search
We have around 20 million blobs in our blob container for the years 2021, 2022, 2023, and 2024. We only want to index blobs from 2023 and 2024, which will be approximately 5 million in number. Essentially, we want to include only the files from the last…
GenAI Solution - How to populate word document using extracted information uding AI Search and Azure OpenAI
Hi all you beautiful people. Hope you all are having a great day. I have a little side project that I would like to try and do. I would like to use AI Search and OpenAI to populate a word document using a template using Logic Apps. I would first upload…
Azure AI search returning full PDF instead of relevant answer
I have connected my Azure AI search with a Blob storage that contains a PDF document that needs to be crawled. However, when I ask a question in the search, it returns the entire PDF instead of relevant answers. I need help figuring out how to properly…
Recommendation Engine - handling thumbs up/down
Hi all; First off, for anyone else reading this, start with this post - the answer there is incredibly helpful. Ok, on to the question. My use case is a bit different but we'll do a concert website. The user has gone to a number of concerts. We can look…
How to get non empty values in citations when I make an Azure OpenAI call with Azure Search?
Hello, I need to retrieve the citations when I make an Azure OpenAI call with Azure Search. For now, in the response, I have null values everywhere except for the content... The code I use for the call is the next one (same as…
Error "Failed to retrieve information about the selected search resource. Please try again later or choose a different resource."
I am getting the following error when trying to connect Azure Open AI to AI Search. "Failed to retrieve information about the selected search resource. Please try again later or choose a different resource." Both the Open AI Service and…
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…
Azure AI Search unavailable (unplanned) for hours
Connections to our Azure AI Search dev instance have been timing out all today, blocking development and CI testing. Visiting the resource it says it has been "Unavailable (Unplanned) : Not responding (Unplanned)" since 07.19.03 BST today (7…
Custom skill integration Azure AI Search
0 I have a requirement to crawl an Azure SQL server from Azure AI search. The SQL server exists in different VNET and I have created a Shared Private Link to connect. The Indexer works fine without any problem. As soon as I add a custom webapi skill the…
Cannot connect from Azure OpenAI Studio to Azure AI Search index: InternalServerError
There is HTTP 500 InternalServerError when trying to add data source from Azure OpenAI Studio to Azure AI Search in one specific Azure tenant. What could be causing this? Azure AI Search resource's Networking is set to allow access from "All…
Come caricare un documento vettorizzato su ai search usando REST API?
Ciao a tutti, sto cercando di creare un Rag ed ho un dubbio: ho un documento e l'ho suddiviso in chunks, embeddato i singoli chunks con ada openai e adesso ho quindi i vettori dei singoli chunks. Creato l'indice etc.., devo caricare i documenti e sto…
How to delete AI Search index, cannot locate in Azure portal
I have a Language service and associated AI Search service in Southeast Asia. I am working with an OpenAI service in US East region using AI Studio. Created a hub and project, which are based in US East region as well. Have added a number of data…
HttpResponseError: Operation returned an invalid status 'Forbidden' when creating search index using Azure AI SearchIndexClient()
I've followed a post(link below) in which the same issue was faced while creating a search index. https://learn.microsoft.com/en-us/answers/questions/1640592/error-when-creating-azure-ai-search-index-with-rol index = SearchIndex(name=index_name,…
Issue with Automatic Index Update in Azure OpenAI Studio Using BLOB Storage
I want to create a Retrieval-Augmented Generation (RAG) system using Azure OpenAI, Azure AI Search, and a Storage Account. When selecting the data source as Blob Storage in OpenAI Studio, the index should automatically update when documents are added or…
Azure Search Service API version clarity
I am using Azure Search service and my index is having api version as 2021-04-30-preview , but as per the docs(https://learn.microsoft.com/en-us/rest/api/searchmanagement/management-api-versions), 2022-09-01 is latest stable, but i dont see that in my…
Azure AI Search token filter equivalent to Multiplexer in ElasticSearch
Hi there, Do we have the same token filter "Multiplexer" as ElasticSearch? A token filter of type multiplexer will emit multiple tokens at the same…