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kubasiak · Mar 10, 2023 · 8e960c6 · 8e960c6
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 # ChatGPT + Enterprise data with Azure OpenAI and Cognitive Search
 
-This sample demonstrates a few approaches for creating ChatGPT-like experiences over your own data. It uses Azure OpenAI Service to access the ChatGPT model (gpt-35-turbo), and Azure Cognitive Search for data indexing and retrieval.
+This sample demonstrates a few approaches for creating ChatGPT-like experiences over your own data using the Retrieval Augmented Generation pattern. It uses Azure OpenAI Service to access the ChatGPT model (gpt-35-turbo), and Azure Cognitive Search for data indexing and retrieval.
 
 The repo includes sample data so it's ready to try end to end. In this sample application we use a fictitious company called Contoso Electronics, and the experience allows its employees to ask questions about the benefits, internal policies, as well as job descriptions and roles.
 
+![RAG Architecture](docs/appcomponents.png)
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 ## Features
 
 * Chat and Q&A interfaces
 * Explores various options to help users evaluate the trustworthiness of responses with citations, tracking of source content, etc.
 * Shows possible approaches for data preparation, prompt construction, and orchestration of interaction between model (ChatGPT) and retriever (Cognitive Search)
 * Settings directly in the UX to tweak the behavior and experiment with options
 
+![Chat screen](docs/chatscreen.png)
+
 ## Getting Started
 
 ** NOTE ** In order to deploy and run this example, you'll need an Azure subscription with access enabled for the Azure OpenAI service. You can request access [here](https://aka.ms/oaiapply).

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