Azure OpenAI - Chat with Your Own Data
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- Опубликовано: 13 июн 2024
- Welcome to the forth video in my Azure OpenAI Service series! In this video, we're going to look at Add your data functionality.
00:00 - Intro
00:30 - Configuration
01:28 - Storage Account and Cognitive Search
02:26 - Why Cognitive Search?
03:01 - Retrieval Augmented Generation (RAG)
05:16 - Cognitive Search Indexes
05:46 - Cognitive Search Pricing
06:51 - Testing the Bot
08:34 - Publishing the Bot
09:29 - App Service Authentication
09:56 - Walkaround Azure Cognitive Search
10:59 - File changes and Re-indexing
#AzureOpenAIService #BringYourOwnData #RetrievalAugmentedGeneration
Script for creating storage account
$grp = "rg-azure-search-indexers"
$loc = "eastus"
$storageAccountName = 'stazureoaidemo10010'
$searchName = "aci-azure-oai-demo-10010"
az group create --name $grp `
--location $loc
az storage account create --name $storageAccountName `
--resource-group $grp `
--location $loc
az search service create --name $searchName `
--resource-group $grp `
--sku Basic `
--location $loc
Custom Demo - github.com/Azure-Samples/azur...
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Thanks and its really good explanation
Thanks for sharing! Would you know how to integrate this into a Power App without having to use PVA?
Can you run a video with excel, csv data or sql database data. Thanks
i'd like this video too.
Fantastic video, far better than those who just scratch the surface of it.
In Azure AI Studio, I am not able to deploy any model and it is asking me to fill out a request form for approval. Looking at the some of the constraints it looks like an individual developer can not request except you are form an organisation. Any thoughts?
Awesome
Nice video. I want to implement the same use case with Mobile app instead of web. What are the service/subscription that we need to purchase for this implementation. I see that you have used Azure OpenAI and Azure Cognitive Search services. Do we need any other service that we need to purchase?. Could you please clarify it?
Can you do a tutorial how to connect a MySQL database to it? Or how to create a voice bot with tts and stt on azure (maybe with connection to/via VoIP)? Would be awesome!
In output can it show images as well from the document/pdf?
I get this error "The extensions chat completions operation must have at least one extension." upon using api call. I'm using cognitive semantic search with azure open ai deployment
when I test in the playground it gives me error says cant retrieve document
Hi, I am getting the responses which are not available in my pdf. Can you please guide me
How do I access the repo that the web deployment creates?
Does anyone know how to update the files live? And how fast does the chatGPT model take into account these changes?
Can you tell me about citations, what if I want some metadata included in the citation like author name or source link. How can I do this?
Do you have a python code to use yourown data code..?
Thank you for sharing this, could we use our own data with the chatbot UI ?
Yes you can, just update the files under "data" in the code.
Is possible to create chatgpt chatbot that chat with a dummy Json data,using C#.Net,reactjs , with openAI
how we can pass a JSON data?
How do i chunk data once i have my index
Thank you for sharing this, but I have a problem. I customize the azure open AI studio chat playground with my own examples and it works perfectly on the chat session in the playground, but when I deploy it to a web app it doesn't work the same. what am I missing?
Did you ever get an answer to this problem because I am running into the same thing
Can I deploy the bot as a Microsoft Teams Bot then?
Is the same as GPT Enterprise?
Is it possible to have own and external data at the same time? So if chat doesn't find the answer in my knowledgebase it will respond with something it learned earler? Thank you
i have the same problem.
I'm getting Error
Unsupported Model. Model Name: 'gpt-35-turbo' Model Version '0613'. Please retry with supported model: gpt35-turbo-16k, gpt-turbo-32k or gpt4
Anyone knows how to solve this?
How to get access to Azure Open AI?
hey i have added other data source successfully and run the indexers but when i ask the question to chat webapp interface it is not recognizing the question from new document.
How did you do this？can you tell me that？ thanks！！！！！
Cognitive search pricing is an issue when you just want to test it by curiosity.
What type of license did you had in the Video to use the OpenAI Azure Bot Service ?
Hi! You still have to submit this form to get access to Azure OpenAI service
learn.microsoft.com/en-us/legal/cognitive-services/openai/limited-access
@@meetkamal but can an individual developer request for access for a personal learning purpose or does it have to be from an organisation?
what about using gpt4 with your own data?
Azure supports only below modes for tuning ..
babbage-002
davinci-002
gpt-35-turbo (0613)
gpt-35-turbo (1106)
gpt-35-turbo (0125)
Wow, you don't need coding skill to set all this up. Seems cool