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.
1,119 questions
1 answer
Inconsistent results with AI Search and Open AI Models : Understanding the interaction between model and Azure AI Search
While using Open AI model (gpt 3.5 Turbo) with Azure AI search via a python based web application and the search results are very disappointing and unreliable. I have setup a semantic configuration too. I noticed when i search for something i.e Find all…
asked 2024-11-08T13:01:41.1766667+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(198.4, 17%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECJ%3C/text%3E%3C/svg%3E)
Calvin Jose Rita Antony (SX/BSV-TC3)
10
Reputation points
answered 2024-12-25T19:13:22.71+00:00
Vahid Ghafarpour
22,290
Reputation points
0 answers
Cannot index my data (Data ingestion failed
When i try to index my data using AI search, the Step 1 (cracking and chunking)works successful, but Step 2 (Creating Azure AI Search Index) fails with the error data ingestion failed. I get the following logs I am the owner i have the owner permission…
![](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(35.2, 99%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ET%3C/text%3E%3C/svg%3E)
1 answer
Index Lookup Error in Azure AI Studio Prompt Flow
I am building a straightforward RAG prompt flow within Azure AI Studio. I have loaded the data and created the indexes successfully, and I am able to use the data in the Chat Playground to generate responses. However, when using the "Index…
asked 2024-12-24T17:04:53.8066667+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(12.8, 43%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPR%3C/text%3E%3C/svg%3E)
Prabhakar Reddy
0
Reputation points
answered 2024-12-24T19:32:31.7566667+00:00
Prabhakar Reddy
0
Reputation points
0 answers
Azure AI Studio: Error in Index Lookup Step of Prompt Flow ('search_function_construction')
I'm experiencing an issue with Azure AI Studio while working on a prompt flow. I had successfully deployed multiple versions before, but suddenly, I started encountering an error during the index lookup step. The error message is: lookup : Execution…
asked 2024-12-23T23:46:04.3433333+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(208, 77%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHR%3C/text%3E%3C/svg%3E)
Hector Rosado
25
Reputation points
edited a comment 2024-12-24T17:05:07.9633333+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(204.8, 46%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDO%3C/text%3E%3C/svg%3E)
Deirdre O'Regan
0
Reputation points
1 answer
Azure OpenAI – Agentic AI – Semantic Kernel – RAG integration
I designed an ASP.NET Core WebAPI application which provides chatbot capabilities by searching for specific products through some internal documents. I used for this application the RAG approach. It’s working just fine. Now I want to leverage the Azure…
asked 2024-12-24T09:08:14.9033333+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(220.8, 90%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EOM%3C/text%3E%3C/svg%3E)
Octavian Mocanu
20
Reputation points
commented 2024-12-24T16:42:22.8266667+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
14,551
Reputation points
0 answers
Azure AI Search embeddings: max content length exceeded?
Creating embeddings for an array of 100 JSON objects in order to create an index. Loop through the objects creating an embedding for the body field (six simple fields and one vector field) and get error "This model's maximum context length is 8192…
asked 2024-12-18T23:26:41.02+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, 20%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBB%3C/text%3E%3C/svg%3E)
Barry Briggs
60
Reputation points
commented 2024-12-24T15:42:30.2566667+00:00
Barry Briggs
60
Reputation points
0 answers
"Import and vectorize data" -- vector or hybrid index?
When using the "Import and Vectorize Data" option (say, on JSON documents), are the original text fields preserved in the index with vectors added (for example, "body:" and "bodyVector:") or is the document simply vectorized…
asked 2024-12-18T15:20:57.8366667+00:00
Barry Briggs
60
Reputation points
commented 2024-12-24T15:28:01.33+00:00
Barry Briggs
60
Reputation points
0 answers
How to create index using custom chunking within the enrichment pipeline in Azure AI Search
When using the built-in SplitSkill in azure indexer pipeline, Azure AI Search automatically provides a chunk_id field to each chunk, allowing them to be individually indexed. However, when replacing this step with a custom Web API skill that returns…
asked 2024-12-18T16:58:02.8466667+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(16, 65%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EFC%3C/text%3E%3C/svg%3E)
Filiz Camuz
0
Reputation points
commented 2024-12-24T05:56:54.2966667+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(304, 61%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELR%3C/text%3E%3C/svg%3E)
Laxman Reddy Revuri
1,130
Reputation points Microsoft Vendor
0 answers
azure private endponit and private dns zone not working on different subscription?
Hi All, I have issue about all azure service disable public access and enable private endpoint access only. I've 2 subscription, i deploy azure services for support ai search solution on subscriton A as spoke network and subscription B as Hub network…
asked 2024-12-13T04:00:14.61+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(224.00000000000003, 31%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETR%3C/text%3E%3C/svg%3E)
thanakrit rungchatkamol
1
Reputation point
commented 2024-12-24T04:37:49.2333333+00:00
Laxman Reddy Revuri
1,130
Reputation points Microsoft Vendor
1 answer
How to fix Unknown Model error?
I am following Build a Custom Knowledge Retrieval (RAG) chatbot using Azure AI Foundry. I have setted up the AI search and also deployed two models gpt-4o-mini and text-embedding-ada-002, but I can't seem to access them in my computer using azure sdk. I…
![](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, 48%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAR%3C/text%3E%3C/svg%3E)
![](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)
0 answers
Issue with calling Azure AI Foundry API in React Native Environment
Hi there, I'm working on a mobile application development project that connects to Azure AI Foundry Prompt Flow. It's essentially a knowledge-based AI chatbot app. Currently, I'm facing an issue with calling the API from the Image Prompt Flow. As shown…
asked 2024-12-18T07:44:05.96+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(163.2, 36%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYH%3C/text%3E%3C/svg%3E)
Yoke Huan Shum
40
Reputation points
commented 2024-12-20T08:44:53.4333333+00:00
romungi-MSFT
48,126
Reputation points Microsoft Employee
1 answer
One of the answers was accepted by the question author.
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
165
Reputation points
commented 2024-12-19T09:57:42.19+00:00
Mansi Gusain
165
Reputation points
1 answer
Unreliable Results When Indexing SharePoint Document Libraries in Azure AI Search Preview
We indexed the contents of a SharePoint document library in Azure AI Search following the instructions provided here: https://learn.microsoft.com/en-us/azure/search/search-howto-index-sharepoint-online#limitations-and-considerations. During testing, we…
asked 2024-11-08T09:43:20.63+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(278.4, 54%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EIG%3C/text%3E%3C/svg%3E)
Irene Gunning
0
Reputation points
answered 2024-12-19T07:23:52.11+00:00
brtrach-MSFT
16,926
Reputation points Microsoft Employee
1 answer
Why is the data source configured for Full Text Search (using a SQL Virtual Machine) not usable for Vector Search?
I have following Question: SQL Virtual Machine Compatibility Issue: Why is the data source configured for Full Text Search (using a SQL Virtual Machine) not usable for Vector Search? In the "Import and Vectorize" option on the Azure…
asked 2024-11-28T06:54:07.3033333+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(233.6, 25%, 32%)' 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)
Akhilesh Mishra
0
Reputation points
answered 2024-12-19T07:12:32.7166667+00:00
brtrach-MSFT
16,926
Reputation points Microsoft Employee
2 answers
How to count the distinct number of source documents in Azure AI Search Index
Hello, I would like to be able to count the number of source documents in my Index. Of course, the index shows the number of 'documents,' but this is really document chunks. I am using the UI in the portal to 'Import and Vectorize.' I see a discrepancy…
asked 2024-12-03T14:46:54.9733333+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(121.6, 37%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EP%3C/text%3E%3C/svg%3E)
petermcnally
25
Reputation points
commented 2024-12-18T17:46:26.3666667+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
1,585
Reputation points Microsoft Vendor
1 answer
Trouble connecting Copilot to Azure OpenAI Services
I am experiencing significant challenges in getting my Copilot to connect to Azure OpenAI Services, specifically for accessing my data index. Here’s a detailed breakdown of the steps I’ve taken and the issues I’m encountering: Setup in Azure OpenAI…
asked 2024-09-24T18:11:44.9033333+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(220.8, 51%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETL%3C/text%3E%3C/svg%3E)
Thomas Lowrey
5
Reputation points
commented 2024-12-17T15:32:06.8166667+00:00
Sina Salam
14,551
Reputation points
0 answers
Azure AISearch Indexer: "'JSON arrays with element type 'Float' map to Collection(Edm.Double)"
I have the following problem. I am trying to build an indexer in Azure AI Search. I have a skillset with a “Custom.WebApiSkill” skill. This provides me with the following response body: { "values": [ { "recordId":…
asked 2024-12-17T10:01:28.1466667+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, 95%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EIA%3C/text%3E%3C/svg%3E)
Ilg Alexander
0
Reputation points
edited the question 2024-12-17T10:02:58.3833333+00:00
Ilg Alexander
0
Reputation points
1 answer
One of the answers was accepted by the question author.
Problem deleting AI search resource
Deleting an AI search resource "gptkb-xp2warnlhe5i6", return the following error: gptkb-xp2warnlhe5i6: Unable to delete Search Service: 'gptkb-xp2warnlhe5i6'. LockedSPLResourceFound: Unable to verify management locks on Resource…
asked 2024-11-17T11:00:05.1066667+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(41.6, 71%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EH%3C/text%3E%3C/svg%3E)
hayakawayuta
20
Reputation points
edited a comment 2024-12-17T03:13:39.64+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(224.00000000000003, 2%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYY%3C/text%3E%3C/svg%3E)
Yini Ye
0
Reputation points Microsoft Employee
0 answers
How to create an index and indexer for RAG solution with Azure OpenAI and Azure AI Search in Python?
Hello, I am an enthusiastic supporter of the potential that Azure solutions, particularly regarding RAG, bring to the table. However, my current approach to index creation appears somewhat rudimentary. I currently upload my source documents to Azure Blob…
asked 2024-12-13T14:40:57.52+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(99.2, 20%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3E14%3C/text%3E%3C/svg%3E)
11-4688
211
Reputation points
commented 2024-12-17T00:55:38.2933333+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(278.4, 1%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYM%3C/text%3E%3C/svg%3E)
YutongTie-MSFT
53,686
Reputation points
1 answer
One of the answers was accepted by the question author.
How to transfer data between Azure AI Search (including vectorized data)
I would like to inquire about how to transfer data (including vectorized data) stored in Azure AI Search stg to Azure AI Search prd. In order to reduce costs, I would like to transfer data without re-vectorizing vectorized data. The original document…
![](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(60.8, 60%, 15%)' 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)