How is OData used in a recommendation engine search?
Hi all; This is a follow-up to the question Creating a Recommendation Engine. Grace suggests using OData to search for text. Q2: Each event has 1 Interest and 0-N Tags. The correct way to do this is to have a feature for each Interest & Tag and the…
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What are: Vectors, Keywords, Parameters, etc.
Hi all; This is a follow-up to the question Creating a Recommendation Engine. I asked, and Grace answered: Q1: I think I need to create vectors of every user and every event. Both have a fair number of boolean and numeric properties (that's…
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Is there a tutorial for creating a recommendation engine?
Hi all; This is a follow up to my question Creating a Recommendation Engine. When I first needed to learn Blazor, I found a class on Pluralsight that walked me through the entire process, showing the code for each step of the way. It was about 4 hours…
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How to extract similarity from Azure AI Search x Azure OpenAI completion
Hi, I've been using client.chat.completions.create from our Azure OpenAI gpt-4 deployment to run RAG completions against my vector database, hosted on Azure AI Search. To do this, I've been using client.chat.completions.create, with my system and user…
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Recommendation Engine - handling thumbs up/down
Hi all; First off, for anyone else reading this, start with this post - the answer there is incredibly helpful. Ok, on to the question. My use case is a bit different but we'll do a concert website. The user has gone to a number of concerts. We can look…
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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,…
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…
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Automatically update Azure AI search indexes from BLOB storage for use in Azure AI studio - RAG pattern queries
Hello, I'm currently using Azure AI studio to upload PDF files to a BLOB store, create an index, and then query this data using Chat GPT 3.5 and the RAG pattern without any coding. It is working great! However, I'm trying to set up the architecture to…
Unable to save cognitiveServices key in AI Search skillset
I created an "Azure AI services multi-service account" to attach to my AI Search skillset to move to pay-per-use and avoid the 20 document per day limit. When I try to add it to the skillset, it seems like the save works, but the key does not…
When using the "View Code" feature in the playground environment, the sample code displayed does not work as intended.
proided sample code:-import openai, os, requests openai.api_type = "azure" # Azure OpenAI on your own data is only supported by the 2023-08-01-preview API version openai.api_version = "2023-08-01-preview" # Azure OpenAI…
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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…
Azure AI Studio - Chatbot not using the index to give me the asnwers
I've created a movie database to test and learn about Azure AI Studio. Everything is working (at least apparently). The problem is, when I ask something to the chatbot, even though I have an index (that contains data about movies) configured and attached…
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Documentexctractionskill issue in azure AI search
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 warning that the "Could not execute skill because…
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Azure AI OCR Skillset parsing issue
I am using Azure AI service to extract content from all docs type So first I have applied the.
How to create my own Web data sources like Azure AI Studio for Azure AI Search
I can rapidly create a RAG solution using a web site as a data source via Azure AI Studio from within the Chat Playground. Here is a data source created in chat playground that indexes a web site: When I take the next step to create the underlying…
Azure AI Studio Add you own data: Error Encountered: "Unrecognized request argument supplied: deployment" in Chat Playground
I’m encountering an issue while using the chat playground in Azure AI Studio. After uploading my data, which I downloaded from GitHub (product info files provided in the tutorial page), I received the following error message: Error: Unrecognized request…
How to do file deletion tracking for Azure AI Search and Azure File Storage
I have an Azure AI Search resource as well as an Azure Storage resource that has files uploaded to a File Share I've managed to connect an Index to the File Share, but deletion tracking seems to be a major pain point. I have to use the…
Custom reference links provided by chatbot pointing to public URLs.
Hello, I am trying to build a text generation tool using resources deployed in Azure. My resources list in Azure is as follows: Azure OpenAI ada embedding, gpt3.5 and gpt4 models. Azure Blob storage which contains product files (.pdf, .html, etc.)…
Azure OpenAI limiting the search/answer on only 5 documents
I'm testing Azure OpenAI Studio to check if it would be a possible tool to use on a project. The problem is, I added my own movie data (100 documents), and when I prompt (for an instance) "How many movies do you have in your knowledge…
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Can I add other data as context for a RAG call?
I am looking to essentially add extra context to my RAG call - 1 - Use AI Search to retrieve most relevant chunks/embeddings 2 - Use metadata from those to query my database and related items for extra context 3 - Combine both to provide the context…
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