Questions tagged [azure-ai-search]
The azure-ai-search tag has no usage guidance.
azure-ai-search
59
questions
4
votes
1
answer
101
views
Chatbot that dynamically selects between database or PDF based on user input
I have developed two separate chatbots: one that searches data from my database and another that searches from PDF documents. Now, I want to create a unified chatbot that intelligently decides where ...
- 13.2k
2
votes
1
answer
138
views
Connecting Azure Cognitive Search to SQL Server on Azure Virtual Machines?
I need to connect an Azure AI Search service to an SQL server database residing in a virtual machine in a private virtual network. The specific resource I need to connect to is Microsoft....
2
votes
1
answer
253
views
"InvalidOperationException: StatusCode cannot be set because the response has already started" error from App Services to AI Search (private network)
Components
Azure App Services
Azure AI Search
Overview
We are deploying the sample-app-aoai-chatGPT application through Azure AI Studio. Everything works while over public networks, but when we try ...
- 71
1
vote
1
answer
250
views
Azure AI search fields mapping JSON and retrievable fields
I'm currently implementing RAG on Azure using OpenAI and Azure AI Search, formerly known as Cognitive Services. I have around 50-65 JSON files that I need to search on my enterprise data. It turns out ...
- 701
1
vote
1
answer
252
views
Error on Hybrid Search using Azure AI Search
I've been getting the following error using python sdk and front end although I believe I have my schema set up "Searchable" correctly. Please advice, thank you.
"The 'search' ...
- 333
1
vote
1
answer
158
views
How can I query a date range for .msg emails using Azure AI Search?
How can I query email created date for a range of dates in my Azure AI Search queries? I can't seem to find samples for either of the query JSONs below:
{
"queryType": "full",
&...
- 36
1
vote
1
answer
102
views
Efficiently Handling Deletions in Nested Cosmos DB Data Structures with Azure Cognitive Search
How can I configure Azure Cognitive Search to detect and process deletions based on nested properties within a Cosmosdb document?
Description of the problem:
I'm currently integrating Azure Cognitive ...
- 19
1
vote
1
answer
957
views
How to use Python to perform vector search or hybrid search on Azure AI Search?
As title
My setup is as follows:
I select "Import and vectorize data" on the Azure AI Search Portal and I get an index with vector values. I am used to using python for Azure AI Search.
...
- 15
1
vote
1
answer
196
views
Azure Open AI Embedding Skillset - Error in skill 'Azure OpenAI Embedding skill': 'uri' parameter cannot be null or empty
I am working on integrating Azure OpenAI's embedding skill into my skillset for Azure Cognitive Search, but I'm encountering a RestError when I try to create or update the skillset. The splitSkill ...
1
vote
2
answers
641
views
Can't configure a regional API endpoint for AzureOpenAIEmbeddingSkill
I run into an issue while configuring the AzureOpenAIEmbeddingSkill in my indexers' skillset. Particularly, I can't seem to set the correct value for the "resourceUri" field.
All my search ...
- 1,980
1
vote
1
answer
642
views
Azure OpenAI "Bring your own data" failed [closed]
When I try to bring won data with Azure AI Search to Azure OpenAI ChatGPT, I receive an error:
"Invalid AzureCognitiveSearch configuration detected: Call to get ACS index failed. Check you are ...
- 11
1
vote
0
answers
928
views
APIConnectionError: Connection error. in langchain vector search
I am trying to implement a RAG solution using Azure OpenAI and Azure AI Search.
This is my requirements.txt file:
azure-core==1.29.6
azure-common==1.1.28
azure-identity==1.15.0
azure-keyvault-keys==4....
- 1,682
0
votes
1
answer
123
views
Using a DateTime filter in an Azure AI Search filter
I'm trying to filter on date/time string values that are from emails. The 'metadata_creation_date' email field is defined as an Edm.String. I need to do something like the following:
{ "search&...
- 36
0
votes
2
answers
1k
views
How to split document by page in Azure AI Search?
As title.
I have several PDFs stored in Azure blob and entered Azure AI Search and using SplitSkill.
However, even if textSplitMod is set to pages, I still can't split document by pages.
The skillset ...
- 15
0
votes
1
answer
181
views
Azure AI Search MultiIndex / Conditional Semantic search
I'm working with Azure OpenAI to create a chatbot for retrieving data from massive enterprise textual data. At my editorial company, I'm facing a challenge with Azure AI Search. Initially, all the ...
- 701
0
votes
1
answer
220
views
Using Index Projections to retrieve individual pages in Azure AI Search
I'm trying to use Azure AI Search to return back the specific pages from within a group of pdfs that match a search query. Right now I'm using the "generateNormalizedImagePerPage" image ...
- 23
0
votes
1
answer
417
views
If I am chunking and vectorizing content into Azure AI Search do I create a new item for each embedding, won't I have duplicate documents?
I am trying to set up a vector search in Azure AI Search. I have some documents that are a few hundred pages long, I want to vectorize the content. Which means I will need to chunk the text. The ...
- 4,077
0
votes
1
answer
193
views
Azure AI Search using blob storage - can't get past a Base64 decode issue
I am successfully using Azure AI Search pointing at a storage container which lives inside an Azure Storage Account. I have everything working as expected DataSource Index, Indexer and Skill set.
The ...
- 1,792
0
votes
1
answer
205
views
How to trace back content origin within a document from the query response of Azure AI Search?
I am only recently introduced to Azure AI Search so please pardon me if this is a trivial question.
When I was studying the demo video from Microsoft, I saw that after the user clicks the citation ...
0
votes
1
answer
249
views
Can't embed with model in Azure AI Studio
There's a deployed text-embedding-ada-002 in my AI Studio project but I can't create indexes with the data and documents uploaded using that deployed embedding model.
Instead, AI Studio uses ...
- 87
0
votes
2
answers
274
views
How to return images in a chunked Azure AI search index
As title.
I used "import and vectorized data" to creat index and the index be automatically chunk.
Index schema like;
"value": [
{
"@search.score":
&...
- 15
0
votes
2
answers
495
views
Does Azure AI Search Integrated Vectorization use a Vector Database in it's process?
I Utilized Azure's AI Search integrated vectorization tool to vectorize my PDFS. I noticed it stored them in Storage accounts as JSON objects that you can view to see each chunk that is vectorized and ...
0
votes
0
answers
125
views
Azure AI search get bounding box or coordinates of search result
I am storing the pdf data along with embeddings in azure search. Can i also save the bounding box details of the scanned data . And while querying get the bounding box details along with the search ...
- 834
0
votes
0
answers
11
views
Can we get small answers in azure ai search index and demo application?
I have a azure ai search service created as cente***dataservice1. In this search service, I have taken basic tier package. There are multiple things that I have done while creating index. First, I ...
- 21
0
votes
1
answer
32
views
Indexer status is not updating while running
The indexer status does not update from 'running' status to anything else, even though in my search resource on the Azure portal it shows that the indexer run is completed and the corresponding index ...
0
votes
1
answer
25
views
After upgrading Azure AI Search to V11, new SearchOptions do not provide an option to specify fields count we can highlight
We recently upgraded azure ai search (acs) to version 11. We now have a new class SearchOptions.
We are not able to find the required property where we can mention no. of highlight count on a field.
...
- 11
0
votes
1
answer
72
views
I updated a TextSplitSkill using the skillsetblade in the azure portal and I got an empty bracket as an output
I updated a TextSplitSkill using the skillsetblade in the azure portal and I got an empty bracket as an output. After the mapping of the index with the indexer, my skillset in the index json came out ...
- 3
0
votes
1
answer
47
views
How can I get the lastModifiedDate (or any date) in Azure Open AI Service maps?
I created an Azure resource for testing that I am populating with a custom blob I created in Azure only for testing, I created the skillset, the indexer, the index, everything for the retrieval of the ...
- 7
0
votes
2
answers
42
views
DocumentExtractionSkill issue with implementation for indexer
I have a blob storage with pdf files, where i want to implement knowledge mining solution. I created the data source, the index, the skillset, and the indexer. However, when I run everything i get a ...
0
votes
1
answer
39
views
Need help in creating Azure Search Index
I'm trying to create search index in azure ai search. I have json documents in blob storage.
But I'm facing some errors which I'm not able to resolve.
This is the error that I can see in the debugging ...
0
votes
1
answer
66
views
Azure OpenAI and Azure AI Search Service URL returns 404 Resource not found
I am trying to call the following URL in Azure OpenAI, which connects Azure OpenAI with Azure AI Search Service:
api_base/openai/deployments/gpt-4o-eu2/extensions/chat/completions?api-version=2024-02-...
0
votes
1
answer
82
views
Implement a Condition in an Azure AI Search Skillset
We are utilizing Azure skills to identify the language code and then perform OCR on documents with an unknown language code. Could someone provide guidance on how to implement this conditional code? I'...
- 3
0
votes
1
answer
58
views
Azure AI Search Error: Parameter name: $skip Exception Details: ParameterValueOutOfRange Value must be between 0 and 100000
When I executed the below code, it is resulting in
raise HttpResponseError(response=response, model=error)
azure.core.exceptions.HttpResponseError: (InvalidRequestParameter) Value must be between 0 ...
0
votes
1
answer
139
views
Azure.Search.Documents vector search successful, but response is null
I am currently performing vector search according to the code guide that can be found here: Vector Search Using Vectorized Query
I created the index, uploaded the documents and was able to perform the ...
- 1
0
votes
1
answer
137
views
Hybrid search using Azure AI Search and lang chain as a retriever
I am trying to implement a conversational RAG using Azure AiSearch and lang chain with conversational history. I am trying to use the
AzureAISearchRetriever from langchain_community.retrievers
...
- 1,418
0
votes
0
answers
106
views
ScriptExecution.StreamAccess.Authentication when trying to index data in Azure Ai Studio
Context: I am trying to add my own data to Azure Ai Studio.
I have tried to tweak the access controls and network settings.
For the storage account, I am the owner. I have also given the Azure Ai ...
- 13
0
votes
1
answer
55
views
Azure Index Search odd behavior
There are some odd results in the index that I'm currently using.
I'm using the simple query and searching on multiple fields, I added a scoring profile to boost the Title property of the data (...
0
votes
1
answer
208
views
cannot import name 'ExhaustiveKnnAlgorithmConfiguration' from 'azure.search.documents.indexes.models
I need some help. I've been trying all day to embed documents under upgraded langchain versions (to embed using text-embedding-3-large model). I'm unable to resolve the above problem. I have tried ...
0
votes
1
answer
67
views
Azure AI Search returns a document even if it does not contain the search term
I need to return the exact match first (higher score for sorting) and then any occurrence with a lower score for sorting.
Used query:
{
"search": "\"axsdc\"^100 or /.*...
0
votes
1
answer
47
views
Custom skill integration
I have a requirement to crawl an Azure SQL server from Azure AI search. The SQL server exists in different VNET and I have created a Shared Private Link to connect. The Indexer works fine without any ...
- 11
0
votes
1
answer
134
views
Mapping Element of List into string element in Azure AI Search
I am using Azure AI Search and want to map the list output from my custom skill to an index element after having used the AzureOpenAI Skill.
E.g. I have an output from my custom skill where I chunk my ...
- 1
0
votes
1
answer
149
views
Azure AI Search: Filtering DateTimeOffset field by month
Say I have an Azure AI Search index definition representing a blog post like below. (simplified for consiceness)
id: String
title: String
posted_at: DateTimeOffset
How can I filter the documents that ...
- 73
0
votes
1
answer
85
views
unable to show the log in stream log
I'm trying the Azure AI search. the backend using python and run as linux web app. in parts of app/backend/approaches/charreadretrieveread.py
async def run_until_final_call(
self,
...
- 1
0
votes
1
answer
42
views
how to use azure ai indexer with imageAction generateNormalizedImagePerPage configuration in search index?
I'm using this script https://github.com/microsoft/sample-app-aoai-chatGPT/blob/main/scripts/data_preparation.py and I want to get page number. I find out it can be done using indexer with imageAction=...
- 587
0
votes
1
answer
163
views
How to populate Azure AI Search field with a custom skill?
I am trying to populate a ParsedDate field in an Azure Search Index so that I can later on create a scoring profile to improve the search results (using Freshness).
I defined the index, skillset and ...
- 51
0
votes
2
answers
108
views
Trigger indexer using Azure data factory
I am using delete activity inside a foreach activity to delete a list of files from ADLS container. Now after deletion of the files. I want to execute the indexer so that my index points to the ...
- 11
0
votes
2
answers
133
views
Securing SharePoint Content: Leveraging Group IDs for Access Restrictions in Azure AI search
Architecture:
I have my data as files in SharePoint, I want to use Azure AI search to query the data but also apply security filters for document level restriction.
I created a new application which ...
- 11
0
votes
2
answers
61
views
ERROR: () The provided value for encryptionWithCmk.enforcement were invalid while trying to update azure search service
I am trying to update the network rules of a search service using the following powershell command:az search service update --name "$(azure_search_service)" --resource-group "$(...
0
votes
2
answers
1k
views
Azure AI Search Index - Multiple indexers and chunking
I have an indexer that reads through blob storage, chunks, and vectorizes the data into an index. This is working great. I also have a key field, lets call it fileID that is stored in the metadata of ...
0
votes
0
answers
97
views
How to add metadata to search items?
I'm using custom skills to OCR and chunk data from images. In parallel to this, I'm pulling additional context data from a CSV file and trying to add this to each search result as additional meta data....
