merge diskann guide

Author: crpietschmann

diskann/05_Explore_OpenAI_models/README.md

@@ -73,8 +73,4 @@ This labs demonstrates using an Azure OpenAI model to obtain a completion respon
 
 >**Note**: It is highly recommended to use a [virtual environment](https://python.land/virtual-environments/virtualenv) for all labs.
 
-<<<<<<<< HEAD:vcore/05_Explore_OpenAI_models/README.md
-Visit the lab repository to complete [this lab](/vcore/Labs/lab_0_explore_and_use_models.ipynb).
-========
-Visit the lab repository to complete [this lab](../Labs/lab_0_explore_and_use_models.ipynb).
->>>>>>>> local/main:diskann/05_Explore_OpenAI_models/README.md
+Visit the lab repository to complete [this lab](../Labs/lab_0_explore_and_use_models.ipynb).

diskann/06_Provision_Azure_Resources/README.md

@@ -25,8 +25,4 @@ This lab will walk you through deploying the Azure resources necessary for the s
 
 > **Note**: You will need an Azure Subscription and have the necessary permissions to provision the Azure resources.
 
-<<<<<<<< HEAD:vcore/06_Provision_Azure_Resources/README.md
-Please visit the lab repository to complete [this lab](/vcore/Labs/deploy/deploy.md).
-========
 Please visit the lab repository to complete [this lab](../Labs/deploy/deploy.md).
->>>>>>>> local/main:diskann/06_Provision_Azure_Resources/README.md

diskann/11_Backend_API/README.md

@@ -8,8 +8,4 @@ This lab also requires the data provided in the previous lab titled [Load data i
 
 >**Note**: It is highly recommended to use a [virtual environment](https://python.land/virtual-environments/virtualenv) for all labs.
 
-<<<<<<<< HEAD:vcore/11_Backend_API/README.md
-Please visit the lab repository to complete [this lab](/vcore/Labs/lab_4_langchain.ipynb).
-========
 Please visit the lab repository to complete [this lab](../Labs/lab_5_backend_api.md).
->>>>>>>> local/main:diskann/11_Backend_API/README.md

diskann/README.md

@@ -1,6 +1,5 @@
 # Azure Cosmos DB for NoSQL + DiskANN + Azure OpenAI Python Developer Guide
 
-Choose one of the following developer guides:
 1. [Introduction](00_Introduction/README.md)
 1. [Azure Overview](01_Azure_Overview/README.md)
 1. [Overview of Azure Cosmos DB](02_Overview_Cosmos_DB/README.md)
@@ -16,6 +15,8 @@ Choose one of the following developer guides:
 1. [Connect the chat user interface with the chatbot API](12_User_Interface/README.md)
 1. [Conclusion](13_Conclusion/README.md)
 
+![Azure Cosmos DB for NoSql + DiskANN + Azure OpenAI Python Developer Guide Architecture Diagram](06_Provision_Azure_Resources/media/architecture.jpg)
+
 ## Contributing
 
 This project welcomes contributions and suggestions.  Most contributions require you to agree to a