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.
798 questions
0 answers
Facing Problem in Azure AI Search API
Hello, I am using Azure AI search and Azure Open AI to generate an API over custom data connected to blob, in order to create an RAG based application problems i am facing - When i am trying calling an API in Postman, it returns Content with…
asked 2024-05-29T07:29:28.63+00:00
Kushagra Sharma
0
Reputation points
commented 2024-05-29T10:58:29.24+00:00
romungi-MSFT
43,361
Reputation points Microsoft Employee
0 answers
How do I check if my .eml file has single or multiple attachments in it In Azure AI Search.
Currently these are my fields that I have added in my Index. Now how I am going to check that how many attachments are in them for example this .eml file have 1 attachment and this .eml file have 2 attachments.
asked 2024-05-16T08:10:30.44+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(44.800000000000004, 95%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHK%3C/text%3E%3C/svg%3E)
Hassan Kaleem
40
Reputation points
commented 2024-05-29T04:50:03.8+00:00
VenkateshDodda-MSFT
19,621
Reputation points Microsoft Employee
1 answer
Azure AI Search - Prevent rerunning AI Skills on Indexer or Index loss
I'm working on a project that is going to index a large number of blobs from Azure storage (pdfs and images) with an OCR skill to do text extraction for use in Azure Search. Using OCR to index all of this data is likely to cost multiple thousands of…
asked 2024-02-11T19:31:24.5466667+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(150.4, 78%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECM%3C/text%3E%3C/svg%3E)
Carter Musick
10
Reputation points
edited a comment 2024-05-29T02:59:35.48+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(230.39999999999998, 41%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJH%3C/text%3E%3C/svg%3E)
Jordan Hornblow
0
Reputation points
1 answer
Azure Search Index with both text and images
Hi, I want to implement a RAG architecture where the input data is in pdfs and contain text, images and tables. Working only with text is straightforward and I've built such applications before. However the addition of images in the new use case makes…
![](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(284.8, 19%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMR%3C/text%3E%3C/svg%3E)
4 answers
One of the answers was accepted by the question author.
How can I retrieve the document citations (references) when I make an Azure OpenAI call against my own data?
I have an app service deployment for data that I imported into Azure Cognitive Search and integrated with Azure OpenAI. I notice in the app service (see image) that the document citations (references) are returned with the response to my prompt…
asked 2024-02-03T15:09:32.1+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(32, 50%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECC%3C/text%3E%3C/svg%3E)
Cecil (CJ) John
25
Reputation points
commented 2024-05-28T09:05:10.96+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(83.2, 10%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDB%3C/text%3E%3C/svg%3E)
Dirk Broenink
125
Reputation points
1 answer
How do I delete a Prompt flow in Azure AI Studio
I am new to Azure, more specifically to Azure AI Studio and I am following an oficial workshop (https://github.com/microsoft/llmops-workshop/blob/development/labs/lesson_04/lab04.md) which by the way is excellent, ultra recommended. For this workshop,…
Azure AI Search
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.
798 questions
Azure
Azure
A cloud computing platform and infrastructure for building, deploying and managing applications and services through a worldwide network of Microsoft-managed datacenters.
1,057 questions
Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
2,511 questions
asked 2024-05-21T12:14:38.83+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(243.2, 21%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EI%3C/text%3E%3C/svg%3E)
Ivan
20
Reputation points
commented 2024-05-27T16:07:58.5933333+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, 74%, 30%)' 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)
AshokPeddakotla-MSFT
29,811
Reputation points
1 answer
One of the answers was accepted by the question author.
Is there any API available to directly connect to Azure ai search index
In Azure AI search, we have an search explorer option where we can search a question and get the answer with a confidence score as below. Do we have REST API's or .net packages available to access azure search the using the index name? We have open ai…
1 answer
Knowledge retrieval on existing Azure Search index with annotations
I am interested in performing knowledge retrieval with annotations using an Azure AI Search index containing over 1,000 documents. I have considered utilizing the Assistant's API due to its capability to return message annotations. However, according to…
asked 2024-02-22T12:43:01.5666667+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(217.60000000000002, 0%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELC%3C/text%3E%3C/svg%3E)
Álvarez Córdoba, Pablo
0
Reputation points
commented 2024-05-27T10:02:55.71+00:00
Álvarez Córdoba, Pablo
0
Reputation points
0 answers
Azure OpenAI Chat RAG with Own Tabular Data not working at all
I'm building an Azure AI Search + OpenAI chatbot to "talk/speak" with my own data. I'm in the sports field, and we need to create a chatbot capable of retrieving actual data from Excel files that we have and performing basic summary, sorting,…
asked 2024-05-21T14:04:06.6133333+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(160, 54%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ER%3C/text%3E%3C/svg%3E)
rstudent07
0
Reputation points
commented 2024-05-25T13:25:03.66+00:00
rstudent07
0
Reputation points
0 answers
Getting a SQL connection error when adding Skillsets on an indexer
I have an indexer that gets data from an Azure database and stores it in an index successfully. Once I add any skillset to the indexer, I get the following error: A network-related or instance-specific error occurred while establishing a connection to…
asked 2024-05-21T14:16:13.33+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(131.20000000000002, 74%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EEZ%3C/text%3E%3C/svg%3E)
Eugene Zhuravel
0
Reputation points
edited a comment 2024-05-25T03:41:42.5633333+00:00
brtrach-MSFT
15,531
Reputation points Microsoft Employee
1 answer
One of the answers was accepted by the question author.
How do I delete an Index in Azure AI Studio
Hello! I a new to Azure AI Studio and I am trying to find a way to permanently delete an index (index-for-workshop). I couldn't find a delete button for the indexes in Azure AI Studio and neither in Azure Portal. If anyone can help me, I would really…
2 answers
One of the answers was accepted by the question author.
system error when vectorising data
When running an indexer to add data in an index to a vector field I'm getting the following error The data field 'contentVector/0' in the document with key 'b3NNVkFQcVdoSk1EQUFBQUFBQUFBQT090' has an invalid value of type 'Collection(Edm.Double)' ('JSON…
asked 2024-01-18T07:48:28.14+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(96, 79%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJN%3C/text%3E%3C/svg%3E)
John Newsome
51
Reputation points
commented 2024-05-24T13:38:39.1666667+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(188.79999999999998, 73%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETM%3C/text%3E%3C/svg%3E)
Timo Martikainen
0
Reputation points
0 answers
Inconsistent Citations using Azure Open AI on my own Data
Good morning I'm creating a chatbot on my own data using gpt-35-turbo and Azure AI Search with query_type = Hybrid + Semantic. The index was created on Azure OAI Studio and my files are all pdfs, stored in a Azure Blob Storage. Currently, I'm using my…
asked 2024-05-23T09:42:15.97+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(57.599999999999994, 79%, 15%)' 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)
Santos, Miguel Ângelo
0
Reputation points
commented 2024-05-23T09:56:45.09+00:00
VenkateshDodda-MSFT
19,621
Reputation points Microsoft Employee
3 answers
One of the answers was accepted by the question author.
Azure Cognitive Search + Open AI + Image Content
I'm using Azure cognitive search which uses blob data source to integrate with Open AI. It seems to work fine when i upload PDFs and create search index and refer them in the code. But if the PDF contains images (say a graphical image with text on it) or…
asked 2023-07-12T07:38:20.6433333+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(249.60000000000002, 0%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAS%3C/text%3E%3C/svg%3E)
Arun Srinivasan
70
Reputation points
answered 2024-05-23T09:41:24.1533333+00:00
Panda, Abhimanyu (Cognizant)
0
Reputation points
0 answers
Custom category in Azure Search PII Detection skillset
I have created an index in Azure Search service with PII detection and has additional fields for masked text and pii entities. I was not satisfied with the pii detection in some scenarios. For example: we have datetime category which redacts all dates…
asked 2024-05-15T15:05:36.8933333+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(256, 35%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMY%3C/text%3E%3C/svg%3E)
Mansi Yadav
40
Reputation points
commented 2024-05-23T03:08:28.0333333+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
19,436
Reputation points
0 answers
i am getting a job failed error when starting an auto-label job using Azure cognitive search.
this is the error received in notifications: "One or more errors occurred. Corresponding activity ID: 55bbbae6-b123-469b-a599-794cb16a3a75."
asked 2024-01-10T08:37:35.35+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(316.8, 54%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJM%3C/text%3E%3C/svg%3E)
Jad Maalouf
5
Reputation points
edited the question 2024-05-22T14:27:39.67+00:00
romungi-MSFT
43,361
Reputation points Microsoft Employee
2 answers
One of the answers was accepted by the question author.
CRUD on Azure Vector Index/database
Hi I'm currently working on a PromptFlow in Azure. The flow has two vector indexes attached. All data is either in the form of .txt og .pdf and are stored i blobs in two seperate folders in Azure Blob Store. Things are going great and my flow is inching…
asked 2024-05-21T12:19:27.1533333+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(268.8, 64%, 36%)' 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)
Mads Helles
20
Reputation points
accepted 2024-05-22T12:34:09.4466667+00:00
Mads Helles
20
Reputation points
2 answers
Dynamic aggregation , grouping and order by in Azure Cognitive Search
Our Dataset Our data set is a flat list of attributes identified by a unique id. Overall we have ~130 attributes. There is an example record in the Appendix for reference. We have over 52000 unique ids. We want to achieve the following as part of our…
asked 2023-06-22T03:01:54.4633333+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, 70%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAS%3C/text%3E%3C/svg%3E)
Anurag Sharma
0
Reputation points
commented 2024-05-22T10:06:35.3066667+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(172.8, 57.00000000000001%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESG%3C/text%3E%3C/svg%3E)
Seifolah Ghaderi
0
Reputation points
1 answer
Does deletion of a document in blob will delete the documents data in ai search index
Hi team, We are using 'Azure blob' option to configure private data in blob container and we have created an index and indexer also with scheduling option. Later we have deleted one document blob , and in indexer we have reset and re run , but still we…
asked 2024-05-16T17:31:57.2366667+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(131.20000000000002, 26%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EL%3C/text%3E%3C/svg%3E)
lakshmi
631
Reputation points
commented 2024-05-21T06:03:08.5633333+00:00
VenkateshDodda-MSFT
19,621
Reputation points Microsoft Employee
1 answer
Azure AI Studio New Index fail Error while getting storage with MSI
I have created a project in Azure AI studio. I was hoping to do a chat with the Company handbook type of chatbot. All of the videos make it seems as simple as dropping your data in. The handbook is a PDF and I have uploaded into the data section of the…
asked 2024-05-02T18:23:53.63+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(76.8, 54%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBK%3C/text%3E%3C/svg%3E)
Berry, Kylie
10
Reputation points
commented 2024-05-20T15:08:04.75+00:00
Berry, Kylie
10
Reputation points