How can I change the default responses given by the chatbot
I have created a questions and answer chatbot through the Azure portal by utilizing Azure AI Language and Azure AI Bot service. After implementing it on my website through the BotFramework-WebChat package, I noticed that the chatbot has a set of specific…
Reading User Documents as Input to Copilot Prompts
Hello everyone, We are exploring the possibility of creating a custom chat and RAG solution using Azure OpenAI for our team, and we have a specific requirement that I hope someone can help clarify. We would like to implement a system where each user can…
About index field settings for Azure AI Search service.
Let's say you have defined two SingleCollection columns (vector columns) in one index. Is it possible to perform a cosine similarity vector search on those two SingleCollection columns (vector columns)? Example: Let's say you have set up the index schema…
Azure Search -> Import and vectorize data: filterable title
This page outlines the "Import and vectorize data" feature in Azure Search. It mentions that the title field is not filterable by default and that this setting cannot be changed. However, step 6 in the "Check results" section suggests…
How to make references in chat playground to show their content?
Greetings. I am testing my chatbot in the Chat Playground of Azure AI Studio and when I make questions to the bot, I get the answer with a reference to where it found the appropriate answer. Howerer, the reference doesn't link to the content of it. How…
Unable to save authResourceId for a Custom Skill in Azure AI Search Skillset
I try to access a custom skill which is an Azure Function protected by Microsoft Entra ID. I followd this tutorial, and enabled the identity provider on the Azure Function.…
Out of quota after adding data source to model
After deploying Azure OpenAI model and making test request "hello" I successfully received answer from model. But after using "add you data" and downloading .docx document with single word "test" to blob storage I get…
Azure AI Search - Prevent rerunning AI Skills on Indexer or Index loss
I'm working on a project that is going to index a large number of blobs from Azure storage (pdfs and images) with an OCR skill to do text extraction for use in Azure Search. Using OCR to index all of this data is likely to cost multiple thousands of…
Does Sharepoint Indexer for Azure Search support Alternative chunking methods or configuration parameters?
Dear Team, i recently discovered the Sharepoint Indexer and it is quite helpful for us to set up an initial prototype. We are thinking of migrating to a custom build solution (with Microsoft Graph - as broadly described in the tutorial). That is…
I have a question about the assistant playground in Azure OpenAI.
I'm using the Assistance playground in Azure OpenAI. I have added 20 JSON data files to one vector store and am testing by connecting the assistant and the vector store in the assistant playground. The 20 JSON data files have a total of 34000 pieces of…
Azure search index size alerts
Hello! I would like to setup alerts based on the size left for the index storage in Azure Cognitive Search but i do not see anything related in the metrics panel or in the alerts signals. Do you any of you know how to do so? Thanks!
How can I upload JSON documents to a search index while running an indexer ?
I'm following this demo with my own data. However it requires input data to be stored in an Azure Data Source. The problem is, I don't want to create an Azure Data Source as data will already be stored as indexes. I know that I can upload JSON…
Services Unable to Communicate with Private Endpoints Enabled
We have deployed a solution using various Azure services, including a Web App, Storage Account, Azure OpenAI, Azure AI Search, Content Safety, Multi-Service Account, and SQL Server. When these services communicate over the public network, they connect…
How can I externalize a RAG service based on LLaMA as a web app?
Greetings. I have RAG-based chatbot service that uses the Azure AI Search resource and a deployed LLaMA model. I want to deploy this service as a web app, so I can use the chatbot externally to an interface similar to the Chat Playground but I can't find…
Help with Semantic Search on Large Table Using Azure OpenAI and Search
I'm working on a POC for a semantic search project and would appreciate some advice on how to approach it better. Objective: I need to retrieve relevant results based on user queries from a wide table with over 50 columns, which includes more than…
Copilot Studio Generative AI Returns No Results
I've setup an Azure AI Search index and can use OpenAI Studio to ask it questions via the "chat playground". However, no matter whether I try to deploy it via "Deploy via Copilot Studio" or create one in Copilot Studio from scratch…
Is there a workaround to index SharePoint site pages in Azure AI Search?
We are currently developing a chatbot using Azure Open AI, and we plan to use SharePoint as a data source. We have pages containing the data that we want the chatbot to reference. However, according to the documentation SharePoint Online indexer…
Custom Skill Set not Populating in final Index Document
Dear Community, need your urgent support here. Objective I am trying to create a custom skill in the Azure AI search. The skill is a functions all written in python. In the skill, we are using the metadata_storage_name and using this as a key (both…
How to fix Error with the Azure Javascript SDK for Ai Search: unexpected 'StartObject' node was found for property named 'metadata' when reading from the JSON reader
I'm trying to make calls to a Azure Ai Search index I have already set up. Specifically I'm trying to add documents via the AzureAISearchVectorStore.addDocuments from the "@langchain/community/vectorstores/azure_aisearch" package. No matter…
Azure AI Search: Why is OCR Reprocessing All Pages on Incremental Update?
Hello, I'm experimenting with Azure AI Search for a new feature in our product. I'm running into a problem where while I've activated the incremental enrichment, skills that are not supposed to be executed are executed. Our clients have PDF documents…