Searching multiple intexes in cognitive search
So I have a hundred or so inedexes with different information from various sources. all the data is embeded using adda2. Now I'm trying to iterate over the list of indexes and query each: index_client = SearchIndexClient( …
About index field settings for Azure AI Search service.
Let's say you have defined two SingleCollection columns (vector columns) in one index. Is it possible to perform a cosine similarity vector search on those two SingleCollection columns (vector columns)? Example: Let's say you have set up the index schema…
How to Configure a Proxy for Azure SearchClient in Python?
I'm working within a corporate network that uses a proxy server, and I'm trying to connect to Azure Cognitive Search using the SearchClient from the azure-search-documents SDK in Python. I've been struggling to configure the client to route requests…
Null values not being picked up in azure search
Hello, When the azure search indexer goes through my azure blob table storage it does not pick up null values but I thought at one point it did. For example: Metadata is present in blob storage Testfield: testString, this metadata is deleted making the…
In Debug sessions, a Custom Skill cannot connect to Azure Functions which is on a Virtual Network
I'm trying to connect to a custom skill which is an Azure Function on a Virtual Network in Debug Sessions. Although it works in an indexer, it gives me the following error om a debug session. Enrichment.WebApiSkill.custom-embeding-skillCould not execute…
Could not run DebugSession 'xml-debug'. Could not persist an event for the DebugSession. Error: 'This request is not authorized to perform this operation.'
Error in title. Cannot run a debug session on a search service. I verified the prerequisites here. I also see the error: "Could not retrieve execution-data for DebugSession 'xml-debug'. Please check the storage connection string associated with the…
url retured as null to HTTP POST
Hi, URL field in the POST HTTP request is returned null when I call on GPT 4o deployed in Azure AI Studio on my Azure AI search Index. This is despite the Index in Azure AI studio showing I've mapped url to a DocUrl ( custom field created to map to…
Rag Improvements
Dear all, I am try to improve the quality of my Rag system that is for now composed of a Storage account, an indexer that takes the blobs from such SA, an index and a openAI deployment for chatting (as well as the app interface). I do have…
Azure AI Search: Why is OCR Reprocessing All Pages on Incremental Update?
Hello, I'm experimenting with Azure AI Search for a new feature in our product. I'm running into a problem where while I've activated the incremental enrichment, skills that are not supposed to be executed are executed. Our clients have PDF documents…
Is there a workaround to index SharePoint site pages in Azure AI Search?
We are currently developing a chatbot using Azure Open AI, and we plan to use SharePoint as a data source. We have pages containing the data that we want the chatbot to reference. However, according to the documentation SharePoint Online indexer…
Question on fairly complicated rag code base from Azure-Samples that doesnt't use Azure document skillset api
I'm interested in creating a pdf document ingestion pipeline. I followed the tutorial here https://github.com/Azure/azure-search-vector-samples/blob/main/demo-python/code/integrated-vectorization/azure-search-integrated-vectorization-sample.ipynb and…
Services Unable to Communicate with Private Endpoints Enabled
We have deployed a solution using various Azure services, including a Web App, Storage Account, Azure OpenAI, Azure AI Search, Content Safety, Multi-Service Account, and SQL Server. When these services communicate over the public network, they connect…
Improving the relevance of the results in azure search
Hi, I have the semantic search option available for my index, so now even if I ask based on data not ingested, the answer is yielded, is there a way by which I can just get the relevant answers only and not everything even if that data does not…
Why attribute "storageConnectionString" cannot be saved in the definition of skillset?
I use the following http body to create a new skillset by Rest API with api-version "2024-07-01". However, the value of the required attribute "storageConnectionString" in "knowledgeStore" section is alway null. It will…
Error Creating Indexer with SharePoint Data Source in AI Search
When attempting to create an indexer using a SharePoint data source, the following error is encountered: {"error":{"code":"","message":"Error with data source: Code: itemNotFound\r\nMessage: The resource could…
How to enable CORS issue in Azure AI document Intelligence when connecting from dJango API with HTTPS
I have create Azure AI with document intelligence for PDF extraction. The paid resource have been created in EastUS region and integrating with Pyhon Django API. Working: Python Django API hosted in IIS with http binding. hence the PDF extracation is…
Azure OpenAI Response Citations Not Matching Indexed Content in Azure AI Search
When using the OpenAI on your data feature with Azure, the citations returned do not correspond to the content of the source documents indexed in Azure AI Search. HTML tables are indexed along with text, and discrepancies occur when querying.…
Whats the Azure OpenAI Inference API Version used by AzureOpenAIEmbeddingSkill
Reading this doc but the document doesn't have any info or a property to specify the Azure OpenAI Inference API Version details. So the question is which API version it will use ? One can find the available API Versions from…
Does Sharepoint Indexer for Azure Search support Alternative chunking methods or configuration parameters?
Dear Team, i recently discovered the Sharepoint Indexer and it is quite helpful for us to set up an initial prototype. We are thinking of migrating to a custom build solution (with Microsoft Graph - as broadly described in the tutorial). That is…
azure cognitive search using sharepoint subdirectory doesn't work
I have a Sharepoint datasource that I am trying to connect to azure cognitive search for a client. I am able to set up a datasource with the root of the Sharepoint directory with a url pattern https://[CLIENT].sharepoint.com/teams/[TEAM] however I need…