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.
828 questions
1 answer
One of the answers was accepted by the question author.
How to determine the best weights for the scoring profile?
Hi, I am new to Azure AI Search. I have successfully created an index and would like to optimize using the scoring profile, and understand that you would have to assign weights to fields. However, I am confused as to how I can determine the…
![](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, 61%, 33%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJL%3C/text%3E%3C/svg%3E)
1 answer
Issue with selecting text-embedding-3-small and text-embedding-3-large as embedding models in Azure AI Search Service and Azure OpenAI Service integration
I am experiencing an issue when trying to select the text-embedding-3-small and text-embedding-3-large embedding models in my Azure AI Search Service while connecting it to Azure OpenAI Service. Despite being implemented several days ago, these models…
asked 2024-04-24T13:57:10.5366667+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(252.8, 73%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJD%3C/text%3E%3C/svg%3E)
Jeannot Damoiseaux
5
Reputation points
commented 2024-06-14T08:26:08.95+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(294.40000000000003, 1%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJ%3C/text%3E%3C/svg%3E)
Joyfred
0
Reputation points
2 answers
One of the answers was accepted by the question author.
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…
1 answer
Intermittent Trigger Issues with Event Grid for Blob Upload and Deletion in Azure Function
I am using an Event Grid subscription to trigger an Azure Function for handling blob uploads and deletions in Azure Blob Storage. However, I'm encountering intermittent issues with the triggers not firing consistently. Setup: Storage Account (Event…
asked 2024-06-12T01:03:14.7566667+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(89.60000000000001, 90%, 18%)' 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)
SuMyat Hlaing
0
Reputation points
commented 2024-06-14T02:59:47.22+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(25.6, 0%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESW%3C/text%3E%3C/svg%3E)
Silvia Wibowo
3,411
Reputation points Microsoft Employee
1 answer
One of the answers was accepted by the question author.
Azure open ai studio data configuration is creating an extra index in azure ai search
Hi team, We are using azure open ai studio to configure the private data configured in azure blob storage. Once the configuration is done its creating and extra index and indexer in azure ai search Actual index name i provided is 'openai' but one more…
![](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)
1 answer
One of the answers was accepted by the question author.
Benefits of keeping all services in the same region
I am building a RAG system using Azure OpenAI, AI Search, and Storage Account. Since I want to use gpt-4o, I need to select a relevant region for OpenAI such as westus or eastus. What are the benefits of keeping all three services, including AI Search…
![](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, 30%, 36%)' 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)
1 answer
Implementing RAG Application with Dynamic Index Refresh on Azure Storage Blob Changes
Hello, I am working on creating a Retrieval-Augmented Generation (RAG) application and I need assistance with dynamically refreshing the index based on changes in Azure Storage Blob. Specifically, I want to trigger reindexing when new documents are added…
asked 2024-06-06T13:46:26.6133333+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(150.4, 47%, 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)
Chandresh Maniya
0
Reputation points
answered 2024-06-13T03:05:31.2166667+00:00
brtrach-MSFT
15,701
Reputation points Microsoft Employee
3 answers
One of the answers was accepted by the question author.
How to Configure Cognitive Search Index Vector Fields
Hi, I had configured a custom vector embedding pipeline to iterate through documents, extract text, and generate vectors based off of the extracted text. Up until recently everything was working absolutely fine, then Microsoft deprecated my indexes and I…
asked 2023-12-06T19:56:43.6233333+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(288, 25%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJT%3C/text%3E%3C/svg%3E)
Jacob Thomas
55
Reputation points
commented 2024-06-12T23:02:41.0666667+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(211.20000000000002, 33%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ENF%3C/text%3E%3C/svg%3E)
Ángel Francisco Vela de la Garza Evia
0
Reputation points
0 answers
How to index nested JSON arrays with Azure AI Search?
Hi all, I have a question relating to Azure AI Search and Azure OpenAI. I've pasted below a simple json data structure containing nested arrays. I am having trouble setting this up so that the nested 'interests' arrays are indexed/searchable. The name…
asked 2024-02-07T17:16:29.6566667+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, 81%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERM%3C/text%3E%3C/svg%3E)
Robert Myers
15
Reputation points
edited a comment 2024-06-12T14:24:52.1266667+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(275.2, 11%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERP%3C/text%3E%3C/svg%3E)
Ram Prabhu Sethuraman
0
Reputation points
1 answer
Ingesting documents into Search AI using upload wizard vs Document Intelligence
I have a collection of pdfs (2.5k documents, about 50 pages each) that I would like to retrieve information from. I have an Azure OpenAI resource as well as an Azure AI Search resource configured. In the Azure OpenAI Studio I can directly upload my…
asked 2024-06-11T15:41:31.1366667+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, 78%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EC%3C/text%3E%3C/svg%3E)
Charles
0
Reputation points
answered 2024-06-12T13:48:31.55+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(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
19,676
Reputation points
1 answer
RAG - How can I define orderby/sort in a chat completions create command with data source?
This is how I define my chat completions create when I add my own data source from an Azure Search Index. My question is simple. I would like to order the results from the search based on specific index fields. This is possible when I interact with Azure…
asked 2024-06-11T14:43:26.7233333+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
edited an answer 2024-06-12T02:43:14.3+00:00
brtrach-MSFT
15,701
Reputation points Microsoft Employee
1 answer
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…
asked 2024-05-31T16:11:57.21+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(89.60000000000001, 9%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3E0%3C/text%3E%3C/svg%3E)
00276266
0
Reputation points
commented 2024-06-11T12:55:16.1633333+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(195.2, 69%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESW%3C/text%3E%3C/svg%3E)
Santosh Wakode
0
Reputation points
1 answer
One of the answers was accepted by the question author.
How can I prevent the Azure OpenAI chat from adding unnecessary details to its responses when asking questions on my documents?
I'm using the azure openai chat playground on my documents and I'm doing test questions, I notice that when I ask a question on a document the chat answers me correctly but adds other details of the document that are not necessary to the question asked,…
asked 2024-05-24T08:33:43.5466667+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(92.8, 67%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAL%3C/text%3E%3C/svg%3E)
AMROUN Lysa
241
Reputation points
edited the question 2024-06-11T02:12:26.67+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
29,986
Reputation points
2 answers
Error in Azure Cognitive Search Service when storing document page associated to each chunk extracted from PDF in a custom WebApiSkill
I have the following custom WebApiSkill: @app.route(route="CustomSplitSkill", auth_level=func.AuthLevel.FUNCTION) def CustomSplit&PageSkill(req: func.HttpRequest) -> func.HttpResponse: logging.info('Python HTTP trigger function…
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.
828 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.
1,053 questions
asked 2024-06-10T15:30:57+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, 12%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMB%3C/text%3E%3C/svg%3E)
Mikel Broström Zalba
20
Reputation points
answered 2024-06-11T01:40:22.4833333+00:00
brtrach-MSFT
15,701
Reputation points Microsoft Employee
0 answers
Azure AI Studio Chat Ground issue with configuring Azure AI Search Index Data Source
I've set up an Azure AI search index data source in Azure AI Studio Chat Ground using the "Add your data" option. The Azure AI search index contains valid documents sourced from Blob storage and the search functionality is working fine.…
![](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(0, 54%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EM%3C/text%3E%3C/svg%3E)
1 answer
How do I enable multi language support in single column in Azure Cognitive Search?
How can I handle indexing customer information in English, Arabic, Russian, Chinese, Thai, and Japanese languages using a single analyzer in Azure Cognitive Search? What is the best analyzer which handle multiple languages? For Example: English,…
asked 2024-06-06T19:34:38.7033333+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(169.60000000000002, 63%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMA%3C/text%3E%3C/svg%3E)
Mehboob Ahmad
61
Reputation points
answered 2024-06-10T15:01:41.64+00:00
SnehaAgrawal-MSFT
19,676
Reputation points
5 answers
Got error " We couldn't connect your data" when connecting chat playgroup's own data source
Hi MSFT team, I was using chat playground in azure openai studio. I add the data source using files (only 2 small HTML files with less than 100kb) saved in a blob storage container. I have all the open ai and ai search resources set up correctly. But i…
asked 2024-06-03T14:48:42.4633333+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(96, 73%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ES%3C/text%3E%3C/svg%3E)
superbunny1025
15
Reputation points
answered 2024-06-10T14:26:02.4566667+00:00
superbunny1025
15
Reputation points
1 answer
Handling Search Queries in Azure AI Search
Hello, I'm working on a project where we've implemented a document processing RAG like pipeline using Azure AI Search service. Here's a brief overview of our setup: We extract text from a PDF and store it in a .txt file inside Azure Blob Storage. …
asked 2024-06-10T08:46:23.2366667+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(147.20000000000002, 20%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAB%3C/text%3E%3C/svg%3E)
Aakash Bhaikatti
0
Reputation points
answered 2024-06-10T13:57:46.2466667+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
6,501
Reputation points
1 answer
Invalid index schema for CustomAnalyzer e.g. from video2.skills-academy.com
I want to use a CustomAnalyzer and after successfully creating my index I get a index schemal validation error (or warning) like: Invalid index schema: fields[11].fields[7].analyzer - Analyzer should be a valid lexical analyzer name or an analyzer…
asked 2024-06-05T11:24:42.5166667+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(281.6, 87%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJE%3C/text%3E%3C/svg%3E)
Jocke Ek
0
Reputation points
commented 2024-06-07T16:07:10.9966667+00:00
Grmacjon-MSFT
17,286
Reputation points
1 answer
Azure Vector Search
Dear Community, I am new to the Azure business which is why I kindly ask for your patience. Recently, I created I chatbot including the RAG approach. Everything worked perfectly, i.e. I could upload my data on the azure AI platform, selected the…
asked 2024-06-04T15:02:53.0466667+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, 17%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EFT%3C/text%3E%3C/svg%3E)
Fabian Tomaschek
30
Reputation points
answered 2024-06-06T11:38:19.18+00:00
SnehaAgrawal-MSFT
19,676
Reputation points