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I’m testing Azure Agent Retrieval with Azure AI Search and Azure OpenAI integration. However, instead of getting a natural language LLM-generated answer, the response only returns raw JSON with ...
roczstar's user avatar
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Using Azure's AI Search Service to chunk and read textfiles, the target field values are always NULL. I tried using a simplified example, just for the fields metadata_blob_name / title and ...
Jonathan's user avatar
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I try to create a skill set with detail below Follow by newest MS docs : https://learn.microsoft.com/en-us/rest/api/searchservice/skillsets/create?view=rest-searchservice-2025-05-01-preview&...
Nam Dang's user avatar
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I'm just getting started with Azure AI Search. Tried a sample code from the Azure documentation, to implement Azure AI Search. This throws an error: System.ClientModel.ClientResultException: 'HTTP ...
sukesh's user avatar
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In the implementation of an autocomplete API, a schema has been defined as follows: suggesters: - name: abc, searchMode: "analyzingInfixMatching", source_fields: - chunk_text/en The ...
Rohini_Vaidya's user avatar
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Following https://github.com/Azure-Samples/azure-search-python-samples/blob/main/Tutorial-RAG/Tutorial-rag.ipynb . I am getting an HTTP 403 Forbidden response when trying to run search_client.search ...
user6118986's user avatar
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298 views

I am trying to split some documents into chunks and be able to figure out the order of the chunks when querying the Search Index for a specific document. I read in the documentation that the ...
Daniel Georgiev's user avatar
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I created an Azure AI Search resource. Within that resource, I created a data source that targets an Azure storage blob container. Then I added an index with the usual fields plus an "embedding&...
François's user avatar
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I have a SQL database with a table whose primary key is a collection of three columns, say col1, col2, and col3. I want to have an index over that table using Azure Search Services, but the key ...
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I am working with an Azure AI Search service and trying to configure it. However, I'm facing an issue: the OpenAI resource I need to use has API Key access disabled due to security reasons and ...
daemonium's user avatar
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1 answer
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I have python code that reads a document, divides it into chunks, stores them in an Azure AI Search vector database, and then tries to retrieve them. However, on the first run, the documents are not ...
Fiorella's user avatar
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I am setting up an indexer for our sharepoint library to interact with Azure AI Search. Here is the Datasource (Yes I am sending requests from a C# solution) var url = "https://[search service ...
Frawlcity's user avatar
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I have two tables with 1..* relation: Table 'Product' Id Name 1 Product 1 2 Product 2 Table 'ProductVersion' Id ProductId Published 10 1 1 11 1 0 Now I want to merge these data sources in Azure Search ...
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I created an index on Azure AI Search and connected it to Azure OpenAI using the extra_body. It works perfectly. However, I created a default scoring profile for my index, which boosts documents ...
R_Student's user avatar
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In Azure AI Search I have a Sharepoint Datasource with a query a libraries "container": { "name": "useQuery", "query": "includeLibrary=https://xxx....
schphi's user avatar
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I used AzureOpenAI Vectorizer to create embeddings in my search index but it is not created in search index why while uploadind documents i only uploaded id,content,title and titleVector and ...
A V Saravanan's user avatar
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I recently added two new fields to my Azure AI Search index and marked them as filterable. After updating the index schema and running the indexer, the new fields are still not populated in the index. ...
Rik's user avatar
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I have cosmos document with name "Test Only" There is search index created on the cosmos. when I am searching with search text "olly~1 AND olly~1" getting above record. Below is ...
user29776536's user avatar
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Using Azure AI Search - Python sdk When executing the following code, trying to do send a search request to the API: search_client.search(top=6,search_text=full_text_query,select=['id'],filter=f"...
lex-mw-lab's user avatar
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Whenever executing the below code it is failing as error 400, any help would be appreciated or any other way to do it. Error 400: Service request failed. Status: 400 (Bad Request) We are using latest ...
jkyadav's user avatar
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566 views

I am working on a Retrieval-Augmented Generation (RAG) pipeline and need to attach my documents to an Azure OpenAI Assistant. I have followed these steps: Processed Documents: Extracted text and ...
Kevin Scrimgeour's user avatar
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My index looks like this: public class Content { [SimpleField(IsFilterable = true, IsKey = true)] public required string Id { get; set; } [SimpleField(IsFilterable = true, IsSortable = ...
ScubaSteve's user avatar
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Trying to follow https://github.com/Azure-Samples/contoso-chat example Search index must be created /workspaces/contoso-chat/data/manual_info/contoso-manuals-index.ipynb %pip install azure-ai-...
mikeT's user avatar
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2 answers
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I have a Azure AI search instance and an Azure Table Storage Account. Both are in the Germany West Central region. Both services have a private endpoint and are connected to the same vnet and also to ...
Niels's user avatar
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3 answers
2k views

I wanted to create a Azure Cognitive Search to query course catalogue using vectors. I have pandas dataframe called courses_pd and it has two columns, 'content' and 'embeddings' which is the embedding ...
Strayhorn's user avatar
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1 answer
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I’m building an Azure Retrieval-Augmented Generation (RAG) application using Azure Cognitive Search to process trainee-related data stored in JSON files. Here’s the general workflow: Data Structure: ...
Midlaj's user avatar
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I stored excel files in Azure Blob Storage and now I am trying to index the excel files using Azure AI Search but I could not do it. Everytime I try,it throws an error notification saying failed to ...
Kavya Kannan's user avatar
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I have been looking at Azure AI Search to store dynamic json documents for vector search. Understand that we can define json schema in AI search like below for a structured json. But, wonder if there ...
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289 views

Azure Search Index Scoped RBAC Bug Minimum Working Example You will need an Azure Search Service and two accounts. An admin account and a service account that you can change permissions on at the ...
Alejandro's user avatar
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1 answer
263 views

We have a chatbot, in which users can upload files. These files are included into a RAG in real time. Currently we use a azure container app to extract text out of the uploaded files and the text is ...
user312549's user avatar
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1 answer
385 views

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: { "...
Alex123's user avatar
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1 answer
279 views

I have a json array stored in a json file. The array elements have following fields:- id, name, category, description, etc. Description fields might have large content (100k+ chars) so I want to do ...
Hakuna0001's user avatar
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0 answers
73 views

I have thousands of text based content pages. I want to index them organized into categories within Microsoft's AI search Indexes. Any reccommendations/best practices? I am thinking adding metatags ...
Sheetal Arora's user avatar
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I struggle understanding what are the pros and cons of each one of these approaches for implementing a RAG using Azure OpenAI with AI Search as source, with Python SDK. Both work well, but option B ...
torete's user avatar
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1 answer
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I'm creating a chatbot using OpenAI and AISearch. Below is the request code. Now I wanted to translate my request and received a translated response based from a certain language.Aside using Language ...
choopau's user avatar
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1 answer
91 views

I need to make a system for "chat with your documents" (In a frontend app, where each user has collections of documents). Initially, we thought of manually chunking and embedding each ...
Jonathan Oren's user avatar
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1 answer
554 views

I have successfully built a vector index in Azure AI search and I will be connecting it to Azure OpenAI. However, when I build the index, I don't get an option to edit which fields are filterable, ...
Colm Horan's user avatar
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1 vote
1 answer
908 views

I am accessing Azure AI Search from a Web App. Hence, I have set: Virtual Network with 2 subnets, one for AI Search and one for Web App Created a private endpoint from AI Search to give access to Web ...
Farrero's user avatar
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1 answer
493 views

I am new to Azure AI search, I want to get an attribute chunk index from this skillset to know at which index in the document the chunk is located. the content of pages after he split would looks like ...
Yafaa's user avatar
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-1 votes
1 answer
588 views

I try to access an Azure Function which is protected by Microsoft Entra ID from an Azure AI Search Custom Web Skill. https://learn.microsoft.com/en-us/azure/app-service/configure-authentication-...
Yoo Matsuo's user avatar
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1 answer
176 views

I am using Azure AI Search. In the Azure portal, I have an indexer with a 'Failed' status: In my application, I retrieve the indexer's status using the following REST API call: GET https://[service ...
Allan Xu's user avatar
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480 views

I'm reading this doc about Azure OpenAI Embedding skill, but the document doesn't have any info or property to specify the Azure OpenAI Embedding Inference API (/deployments/{deployment-id}/embeddings)...
Jayendran's user avatar
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1 vote
1 answer
612 views

I followed Make outbound connections through a shared private link to setup a shared private link between Azure AI Search and Azure OpenAI, and a usual indexer running works ok, it can vectorize ...
Yoo Matsuo's user avatar
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1 vote
3 answers
1k views

I have an index on AI Search that contains one term in English (e.g. "white wine", "grapes", "chocolate cake", ...) per document. I have a vector field. Indexing has run ...
Farrero's user avatar
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2 answers
261 views

We have an Azure SQL table with a column called Description (varchar(1000)). While we loaded data into this table via ADF Pipeline, we used the REST API to create vector embeddings on Description. We ...
user1001493's user avatar
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1 answer
757 views

We have created an Azure AI Search using Split Skillset to chunk our documents page wise and semantic configuration is also . Now we want to include the page number either at the end of the chunk ...
Hakuna0001's user avatar
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1 answer
616 views

I've been working with Azure AI Search and encountered an issue while trying to change the structure of an existing index. Initially, I thought it was not possible to update an index until I tried ...
ssvt's user avatar
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1 answer
698 views

I am running a similarity search for a given vector in Azure AI search. The below code submits one target vector and returns a set of the 5 closest matches. I would like to submit a set of N target ...
IronsUp's user avatar
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0 votes
2 answers
885 views

Through the web interface of ai.azure.com I created all the necessary services such as azure ai studio with project, storage account, open AI, AI search, etc. And I connected all the services to a ...
Artem's user avatar
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1 answer
332 views

I am using Azure AI Search ‘Import and vectorize data’ to import data from a blob storage The Blobs have a custom metadata called ‘ragstatus’ In the Indexer, fieldMappings property, I have an entry ...
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