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Azure-Samples / azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
https://azure.microsoft.com/products/search
MIT License
5.93k stars 4.08k forks source link

Azure AI Studio #1831

Open andreas-sommer-engenious opened 2 months ago

andreas-sommer-engenious commented 2 months ago

Hi, Is this sample the best way to chat with your own data or should you use Azure AI Studio in the future? What is the difference between the two technologies?

Regards Andreas

IainD925 commented 1 month ago

Good question @andreas-sommer-engenious. To my mind, this is the "best" way to chat with your own data. Others recommend Azure AI Studio for its ease (it is excellent) but when you want to change the front end, you need to clone the repo for the solutions locally, make changes and then deploy that repo, as you do here.

Doesn't appear as simple then, unless someone can advise I'm missing something?

In summary - AI Studio deployments for ease and this repo for a more complete solution.

pamelafox commented 1 month ago

We have a comparison with the "On Your Data" sample here: https://github.com/Azure-Samples/azure-search-openai-demo/blob/main/docs/other_samples.md That's not Azure AI Studio though, exactly, that's Azure OpenAI Studio.

I personally prefer this approach for maximal code flexibility, but some audiences may prefer the AI Studio approach, especially if you're used to Azure ML workspaces.

We'll have sessions about both approaches at the upcoming RAGHack: https://github.com/microsoft/RAG_Hack