From 5aa68f21733bf9937aeb7f873762d2edada57d44 Mon Sep 17 00:00:00 2001 From: Atulku-Microsoft Date: Tue, 11 Feb 2025 13:41:51 +0530 Subject: [PATCH 1/7] Update README.md Studio ->Foundry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9a43108c9..7f8c71ca7 100644 --- a/README.md +++ b/README.md @@ -81,7 +81,7 @@ Here is a comparison table with a few features offered by Azure, an available Gi | Name | Feature or Sample? | What is it? | When to use? | | ---------|---------|---------|---------| |["Chat with your data" Solution Accelerator](https://aka.ms/ChatWithYourDataSolutionAccelerator) - (This repo) | Azure sample | End-to-end baseline RAG pattern sample that uses Azure AI Search as a retriever. | This sample should be used by Developers when the RAG pattern implementations provided by Azure are not able to satisfy business requirements. This sample provides a means to customize the solution. Developers must add their own code to meet requirements, and adapt with best practices according to individual company policies. | -|[Azure OpenAI on your data](https://learn.microsoft.com/azure/ai-services/openai/concepts/use-your-data) | Azure feature | Azure OpenAI Service offers out-of-the-box, end-to-end RAG implementation that uses a REST API or the web-based interface in the Azure AI Studio to create a solution that connects to your data to enable an enhanced chat experience with Azure OpenAI ChatGPT models and Azure AI Search. | This should be the first option considered for developers that need an end-to-end solution for Azure OpenAI Service with an Azure AI Search retriever. Simply select supported data sources, that ChatGPT model in Azure OpenAI Service , and any other Azure resources needed to configure your enterprise application needs. | +|[Azure OpenAI on your data](https://learn.microsoft.com/azure/ai-services/openai/concepts/use-your-data) | Azure feature | Azure OpenAI Service offers out-of-the-box, end-to-end RAG implementation that uses a REST API or the web-based interface in the Azure AI Foundry to create a solution that connects to your data to enable an enhanced chat experience with Azure OpenAI ChatGPT models and Azure AI Search. | This should be the first option considered for developers that need an end-to-end solution for Azure OpenAI Service with an Azure AI Search retriever. Simply select supported data sources, that ChatGPT model in Azure OpenAI Service , and any other Azure resources needed to configure your enterprise application needs. | |[Azure Machine Learning prompt flow](https://learn.microsoft.com/azure/machine-learning/concept-retrieval-augmented-generation) | Azure feature | RAG in Azure Machine Learning is enabled by integration with Azure OpenAI Service for large language models and vectorization. It includes support for Faiss and Azure AI Search as vector stores, as well as support for open-source offerings, tools, and frameworks such as LangChain for data chunking. Azure Machine Learning prompt flow offers the ability to test data generation, automate prompt creation, visualize prompt evaluation metrics, and integrate RAG workflows into MLOps using pipelines. | When Developers need more control over processes involved in the development cycle of LLM-based AI applications, they should use Azure Machine Learning prompt flow to create executable flows and evaluate performance through large-scale testing. | |[ChatGPT + Enterprise data with Azure OpenAI and AI Search demo](https://github.com/Azure-Samples/azure-search-openai-demo) | Azure sample | RAG pattern demo that uses Azure AI Search as a retriever. | Developers who would like to use or present an end-to-end demonstration of the RAG pattern should use this sample. This includes the ability to deploy and test different retrieval modes, and prompts to support business use cases. | |[RAG Experiment Accelerator](https://github.com/microsoft/rag-experiment-accelerator) | Tool |The RAG Experiment Accelerator is a versatile tool that helps you conduct experiments and evaluations using Azure AI Search and RAG pattern. | RAG Experiment Accelerator is to make it easier and faster to run experiments and evaluations of search queries and quality of response from OpenAI. This tool is useful for researchers, data scientists, and developers who want to, Test the performance of different Search and OpenAI related hyperparameters. | From 09b08f8b0358a764a817730d7313ac56cafcd19b Mon Sep 17 00:00:00 2001 From: Atulku-Microsoft Date: Tue, 11 Feb 2025 13:45:01 +0530 Subject: [PATCH 2/7] Add files via upload --- docs/images/admin-site.png | Bin 42412 -> 118267 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/images/admin-site.png b/docs/images/admin-site.png index 5c1e5cd36eb69385941f6681f97329762df3cc16..0b9eb7a3e55961cc649ba34936d3f9852e6d461e 100644 GIT binary patch literal 118267 zcmeEucRZWx|F_e+7nYJjQd3jg9T3 z#{GMSY;1?2Y;603jvN9>IzdjF(hc=m;+nuuT-dqid?1(e7*`~rrg>ya2-Glb-mpjUM$Q(HGeJ3N~ zZtFCSVs;PcZz=dm@a9E!LDe$;Xd;_W4Qj-MKFJnYehR4DMJUQ1P8 zTTVWq7Q|hjTXN(&8=L9d?gwFHjeov-h8J8ry6Iwc)7#b6)$NGtfjdJlPE@?G8ChNu zn@T&t_E?nXz2)C$H#Q}1o8uBuX{&iejHpl0Hr-K*sfcTH2V;8*-Kub+f zb@d2q>i!?c#rILiO5@^aAwLc^s*bI8SnmHQ^y9Qf!Eb>pU>LQXKaR0kUDkz;?ECRO 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