Merge branch 'main' into dev

Author: Roopan-Microsoft

README.md

@@ -50,6 +50,7 @@ Welcome to the *Chat with your data* Solution accelerator repository! The *Chat
 
 
 
+
 ### About this repo
 
 This repository provides an end-to-end solution for users who want to query their data with natural language. It includes a well designed ingestion mechanism for multiple file types, an easy deployment, and a support team for maintenance. The accelerator demonstrates both Push or Pull Ingestion; the choice of orchestration (Semantic Kernel, LangChain, OpenAI Functions or [Prompt Flow](docs/prompt_flow.md)) and should be the minimum components needed to implement a RAG pattern. It is not intended to be put into Production as-is without experimentation or evaluation of your data. It provides the following features:
@@ -171,7 +172,7 @@ With the addition of PostgreSQL, customers can leverage the power of a relations
 
 Customers have the option to deploy this solution with PostgreSQL or Cosmos DB. Consider the following when deciding which database to use:
 - PostgreSQL enables a relationship-based AI solution and search indexing for Retrieval Augmented Generation (RAG)
-- Cosmos DB is a NoSQL-based solution for chat history
+- Cosmos DB enables chat history and is a NoSQL-based solution. With Cosmos DB, Azure AI Search is used for storing extracted documents and embeddings.
 
 
 To review PostgreSQL configuration overview and steps, follow the link [here](docs/postgreSQL.md).

infra/main.bicep

@@ -317,7 +317,7 @@ var eventGridSystemTopicName = 'doc-processing'
 var tags = { 'azd-env-name': environmentName }
 var rgName = 'rg-${environmentName}'
 var keyVaultName = 'kv-${resourceToken}'
-var baseUrl = 'https://raw.githubusercontent.com/Fr4nc3/chat-with-your-data-solution-accelerator/main/'
+var baseUrl = 'https://raw.githubusercontent.com/Azure-Samples/chat-with-your-data-solution-accelerator/main/'
 
 var appversion = 'latest' // Update GIT deployment branch
 var registryName = 'fruoccopublic' // Update Registry name

infra/main.json

@@ -5,7 +5,7 @@
     "_generator": {
       "name": "bicep",
       "version": "0.32.4.45862",
-      "templateHash": "17336122992535211087"
+      "templateHash": "7084015314738770368"
     }
   },
   "parameters": {
@@ -644,7 +644,7 @@
     },
     "rgName": "[format('rg-{0}', parameters('environmentName'))]",
     "keyVaultName": "[format('kv-{0}', parameters('resourceToken'))]",
-    "baseUrl": "https://raw.githubusercontent.com/Fr4nc3/chat-with-your-data-solution-accelerator/main/",
+    "baseUrl": "https://raw.githubusercontent.com/Azure-Samples/chat-with-your-data-solution-accelerator/main/",
     "appversion": "latest",
     "registryName": "fruoccopublic",
     "defaultOpenAiDeployments": [