Come caricare un documento vettorizzato su ai search usando REST API?
Ciao a tutti, sto cercando di creare un Rag ed ho un dubbio: ho un documento e l'ho suddiviso in chunks, embeddato i singoli chunks con ada openai e adesso ho quindi i vettori dei singoli chunks. Creato l'indice etc.., devo caricare i documenti e sto…
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…
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…
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,…
Optimizing Azure on your data for Japanese text
I have setup RAG with Azure on my data for a Japanese Q&A data, but the response time is slow, taking about 15 seconds. Situation opeai model: gpt-4-32k opeai embedding model: text-embedding-ada-002 Use vector search: Yes Data source: Azure…
HttpResponseError: Operation returned an invalid status 'Forbidden' when creating search index using Azure AI SearchIndexClient()
I've followed this [post] in which the same issue was faced while creating a search index. index = SearchIndex(name=index_name, fields=fields, vector_search=vector_search, semantic_search=semantic_search) result =…
Cannot connect from Azure OpenAI Studio to Azure AI Search index: InternalServerError
There is HTTP 500 InternalServerError when trying to add data source from Azure OpenAI Studio to Azure AI Search in one specific Azure tenant. What could be causing this? Azure AI Search resource's Networking is set to allow access from "All…
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…
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…
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.
Custom skill integration Azure AI Search
0 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 problem. As soon as I add a custom webapi skill the…
Creating a Recommendation Engine
Hi all; Sorry, this is a giant question asking about everything around this. But if I'm on the right track here, and you all can help me with these questions, then I think I'll have it. Use Case I have written an app that manages events for political…
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…
Azure AI Search Indexer + Embedding and SplitSkill not working
Hello! When I run my indexer, I get the following error: "Skill input 'text' was '25281' tokens, which is greater then the maximum allowed '8000' tokens. Consider chunking the text with the SplitSkill in order to be able to generate embeddings for…
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…
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."
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…
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,…
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…
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…