Azure AI Search
An Azure search service with built-in artificial intelligence capabilities that enrich information to help identify and explore relevant content at scale.
1,084 questions
0 answers
Azure OpenAi GPT 4o returning "rate_limit_exceeded"
Hello, We have setup a pay as you go account, and we are using Azure openAI services for our internal use case. We have been using GPT-4o for the last 3 months with Assistants API and Azure AI search as well, it was working properly and most of our use…
asked 2024-11-21T15:30:36.2166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(92.8, 80%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAK%3C/text%3E%3C/svg%3E)
Arun Kumar Ganesh
0
Reputation points
asked 2024-11-21T15:30:36.2166667+00:00
Arun Kumar Ganesh
0
Reputation points
0 answers
Unable to Enable Vector Search in Azure OpenAI Chat Playground for Azure AI Search Data Source
When I am trying to create a chat playground I can't enable vector search for my "Azure AI Search" data source. The index has embedding included and I have embedding in my deployment. The steps I have taken to get here. Go to Azure OpenAI…
asked 2024-11-21T07:03:27.6666667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(48, 48%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJV%3C/text%3E%3C/svg%3E)
Jeremy Vetter
0
Reputation points
asked 2024-11-21T07:03:27.6666667+00:00
Jeremy Vetter
0
Reputation points
1 answer
One of the answers was accepted by the question author.
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…
asked 2024-11-06T04:38:45.55+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(38.4, 70%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETN%3C/text%3E%3C/svg%3E)
Tung Nguyen Xuan
40
Reputation points
commented 2024-11-21T06:45:52.73+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(153.6, 92%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA%3C/text%3E%3C/svg%3E)
ajkuma
27,026
Reputation points Microsoft Employee
1 answer
I am paying for 200GB in Azure AI Search. Why am I getting out-of-storage-space errors at only 170GB?
Hello. I have an S3 AI Search service. I created it before March, so it has only 200GB. I looked at my indexes and I added up all the Total Storage Size values, and I got 170GB. However, in my metrics it says that my service is using 196 GB. Where…
asked 2024-11-19T18:58:39.0866667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(307.2, 8%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETS%3C/text%3E%3C/svg%3E)
Tyler Suard
75
Reputation points
answered 2024-11-21T06:22:37.4833333+00:00
Grmacjon-MSFT
18,471
Reputation points
2 answers
How can I retrieve images in a chunked Azure search index?
My issue is relatively simple. I am using Azure Ai Search to index a set of documents. These documents are mostly PDFs but other formats as well. Most of them have embedded images. I know that in the document cracking phase these images are split from…
asked 2024-10-25T21:26:45.6433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(19.2, 42%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENR%3C/text%3E%3C/svg%3E)
Nuno Rodrigues
20
Reputation points
commented 2024-11-21T06:19:44.3533333+00:00
Grmacjon-MSFT
18,471
Reputation points
1 answer
How to Update Changes in a Vector Database for PDF Content?
Here’s a clearer and more detailed version of your question for the Azure forums: I have a PDF file whose content has already been embedded into vectors and stored in a vector database. Recently, there were some changes made to the PDF. I want to update…
asked 2024-11-18T09:56:48.7833333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(115.19999999999999, 46%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAC%3C/text%3E%3C/svg%3E)
Archana Chaudhary
0
Reputation points
commented 2024-11-21T06:19:03.1633333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(144, 36%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESH%3C/text%3E%3C/svg%3E)
Shree Hima Bindu Maganti
730
Reputation points Microsoft Vendor
0 answers
How to use AI Search to extract a portion of content from a document in Azure?
How to use AI Search to extract a portion of content from a document in Azure? The document itself contains a lot of content, but I only want to extract a part of it that meets the conditions. For example, document content: XXXXXXXXXXXX Quantity of…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(227.2, 68%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESX%3C/text%3E%3C/svg%3E)
1 answer
One of the answers was accepted by the question author.
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…
asked 2024-11-04T19:53:28.47+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(249.60000000000002, 94%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EFS%3C/text%3E%3C/svg%3E)
Florian Schlösser
20
Reputation points
edited the question 2024-11-21T01:44:44.2766667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(102.4, 65%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAM%3C/text%3E%3C/svg%3E)
AllenXu-MSFT
21,211
Reputation points Microsoft Vendor
1 answer
How to set vector value while doing search in Azure AI search Java SDK?
I want to do a vector search in Azure AI search Java SDK. In some old tutorials I see there was a setValue function in SearchQueryVector class. But now I am not sure if that class exists. In VectorSearchOptions class I can add List<VectorQuery>.…
asked 2024-11-20T13:06:44.4933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(38.4, 83%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYD%3C/text%3E%3C/svg%3E)
Yash Deokate
0
Reputation points
answered 2024-11-20T18:05:45.7166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(246.4, 4%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Sina Salam
12,731
Reputation points
1 answer
Scaling on Azure AI Search - indexes content
Hello, I've been using RAG chat app with Azure OpenAI and Azure AI Search for a year now. I've ingested many documents, which resulted in some necessary costs in order to have better results with the help of Azure Document Intelligence. The next step to…
asked 2024-11-19T14:13:52.89+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(28.799999999999997, 83%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETS%3C/text%3E%3C/svg%3E)
Tomás Novo
0
Reputation points
commented 2024-11-20T13:31:55.88+00:00
Sina Salam
12,731
Reputation points
0 answers
Get different results with query on search index
Hello, I am performing a search on my data. So, the scenario is that - I query from the UI to which the search service is connected. I get a few results example- links If now I query again asking to get me some more links, then I get the same links…
asked 2024-11-20T09:48:52.7766667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(19.2, 35%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMG%3C/text%3E%3C/svg%3E)
Mansi Gusain
125
Reputation points
asked 2024-11-20T09:48:52.7766667+00:00
Mansi Gusain
125
Reputation points
0 answers
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…
asked 2024-11-05T16:21:37.8133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(214.4, 16%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMH%3C/text%3E%3C/svg%3E)
mathias Herbaux
0
Reputation points
commented 2024-11-20T04:39:51.7733333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(185.6, 59%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESM%3C/text%3E%3C/svg%3E)
SnehaAgrawal-MSFT
21,851
Reputation points
1 answer
One of the answers was accepted by the question author.
Does Azure AI studio endpoint deployment reflect changes made in Index?
Hello, I have quick question regards Azure AI studio endpoint and its association with index. Currently, I have a index built using Azure AI Search. I also have endpoint deployed in Azure AI studio by deploying a prompt flow. This endpoint uses the…
asked 2024-10-24T07:29:52.6333333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(9.6, 74%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJC%3C/text%3E%3C/svg%3E)
Junheok Cheon
40
Reputation points
commented 2024-11-19T17:55:02.9433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(3.2, 74%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Sidharth Shankar
0
Reputation points
1 answer
How can I upload JSON documents to a search index while running an indexer ?
I'm following this demo with my own data. However it requires input data to be stored in an Azure Data Source. The problem is, I don't want to create an Azure Data Source as data will already be stored as indexes. I know that I can upload JSON…
asked 2024-11-14T14:24:50.98+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(147.20000000000002, 12%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJB%3C/text%3E%3C/svg%3E)
Julien BROCHIER
0
Reputation points
commented 2024-11-19T14:38:13.69+00:00
Sina Salam
12,731
Reputation points
1 answer
How to index JSON array where I have text and embedding inside?
Hi, My JSON is format as JSON array looks like {[{"chunk_id": "C:/Users/chunk_path", "parent_id": "C:/Users/parent_document_path", "chunk": "text", "title": "filename.xlsx",…
asked 2024-11-19T09:02:19.3333333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(201.6, 28.000000000000004%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESS%3C/text%3E%3C/svg%3E)
Sherwin Shoujing ZHU
0
Reputation points
answered 2024-11-19T13:19:00.61+00:00
SnehaAgrawal-MSFT
21,851
Reputation points
2 answers
Unable to Deploy Azure AI Search in West Europe Region
Why am I unable to create Azure AI Search resources in the West Europe region? PS - Based on common issues that we have seen from customers and other sources, we are posting these questions to help the Azure community.
asked 2024-08-01T07:43:52.9133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(249.60000000000002, 39%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESD%3C/text%3E%3C/svg%3E)
Swathi Dhanwada
18,776
Reputation points Microsoft Employee
answered 2024-11-19T13:01:12.3866667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(67.2, 47%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMK%3C/text%3E%3C/svg%3E)
Marti Kevin, BKW Energie AG
5
Reputation points
2 answers
One of the answers was accepted by the question author.
Monitoring of Total storage or the free space of storage per Index for Azure AI Search
I would like to monitor the free space of Total storage or the free space of storage per Index for Azure AI Search resource. I see some numbers of "Total storage" with "Quota" and "Current" on the blade with Overview ->…
asked 2024-11-18T13:43:46.6433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(166.4, 18%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKP%3C/text%3E%3C/svg%3E)
Konstantin Prituko
20
Reputation points
accepted 2024-11-19T09:38:23.4566667+00:00
Konstantin Prituko
20
Reputation points
3 answers
Out of quota after adding data source to model
After deploying Azure OpenAI model and making test request "hello" I successfully received answer from model. But after using "add you data" and downloading .docx document with single word "test" to blob storage I get…
asked 2024-11-14T18:51:20.51+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(144, 34%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EZ%3C/text%3E%3C/svg%3E)
ZenbitTech
5
Reputation points
commented 2024-11-19T05:57:18.23+00:00
Shree Hima Bindu Maganti
730
Reputation points Microsoft Vendor
0 answers
How can I change the default responses given by the chatbot
I have created a questions and answer chatbot through the Azure portal by utilizing Azure AI Language and Azure AI Bot service. After implementing it on my website through the BotFramework-WebChat package, I noticed that the chatbot has a set of specific…
asked 2024-11-14T11:43:06.9333333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(115.19999999999999, 74%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMT%3C/text%3E%3C/svg%3E)
Michael Tangeraas
0
Reputation points
commented 2024-11-18T17:32:49.2433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(6.4, 20%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EKS%3C/text%3E%3C/svg%3E)
kothapally Snigdha
335
Reputation points Microsoft Vendor
4 answers
Azure ML prompt flow QnA model works in worskspace but the deployed endpoint does not work
I have been working on a prompt flow QnA chatbot for a while now and it has been working well. Recently i redeployed my model with minor changes and the endpoint does not work anymore: below is the error that i have : "Execution failure in…
asked 2024-09-27T13:47:57.5466667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(297.6, 15%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EOC%3C/text%3E%3C/svg%3E)
Oussama Chiboub
45
Reputation points
commented 2024-11-18T16:18:38.4033333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(137.6, 33%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ED%3C/text%3E%3C/svg%3E)
DrGriff
0
Reputation points