Update README.md

Author: pablomarin

README.md

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 ![image](https://user-images.githubusercontent.com/113465005/226238596-cc76039e-67c2-46b6-b0bb-35d037ae66e1.png)
 
-# 3-5 days POC VBD powered by: Azure Search + Azure OpenAI + Bot Framework + Langchain + Azure SQL + CosmosDB + Bing Search API
+# 3 or 5 days POC VBD powered by: Azure Search + Azure OpenAI + Bot Framework + Langchain + Azure SQL + CosmosDB + Bing Search API
 [![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/MSUSAzureAccelerators/Azure-Cognitive-Search-Azure-OpenAI-Accelerator?quickstart=1)
 
 Your organization requires a Multi-Channel Smart Chatbot and a search engine capable of comprehending diverse types of data scattered across various locations. Additionally, the conversational chatbot should be able to provide answers to inquiries, along with the source and an explanation of how and where the answer was obtained. In other words, you want **private and secured ChatGPT for your organization that can interpret, comprehend, and answer questions about your business data**.
@@ -16,8 +16,8 @@ The repo is made to teach you step-by-step on how to build a OpenAI based Smart
 
 | **Item**                   | **Description**                                                                                                     | **Link**                                                                                                                                                |
 |----------------------------|---------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------|
-| VBD SKU Info and Datasheet                   | CSAM must dispatch it as "Customer Invested" against credits/hours of Unified Support Contract                                      | [ESXP SKU page](https://esxp.microsoft.com/#/omexplanding/services/14205/geo/USA/details/1)                                                                                              |
-| VBD Accreditation for CSAs     | Links for CSAs to get the Accreditation needed to deliver the workshop                                                                      | [Accreditation Link 1](https://learningplayer.microsoft.com/activity/s9239623/launch/), [Accreditation Link 2](https://learningplayer.microsoft.com/activity/s9239638/launch/)  |
+| VBD SKU Info and Datasheet                   | CSAM must dispatch it as "Customer Invested" against credits/hours of Unified Support Contract                                      | [ESXP SKU page](https://esxp.microsoft.com/#/omexplanding/services/14486/geo/USA/details/1)                                                                                              |
+| VBD Accreditation for CSAs     | Link for CSAs to get the Accreditation needed to deliver the workshop                                                                      | [Accreditation Link](https://learningplayer.microsoft.com/activity/s9261799/launch)  |
 | VBD 3-5 day POC Asset (IP)  | The MVP to be delivered  (this GitHub repo)                                     | [Azure-Cognitive-Search-Azure-OpenAI-Accelerator](https://github.com/MSUSAzureAccelerators/Azure-Cognitive-Search-Azure-OpenAI-Accelerator)                |
 | VBD Workshop Deck          | The deck introducing and explaining the workshop                                                                    | [Intro AOAI GPT Azure Smart Search Engine Accelerator.pptx](https://github.com/MSUSAzureAccelerators/Azure-Cognitive-Search-Azure-OpenAI-Accelerator/blob/main/Intro%20AOAI%20GPT%20Azure%20Smart%20Search%20Engine%20Accelerator.pptx) |
 | CSA Training Video         | 2 Hour Training for Microsoft CSA's                                                                    | [POC VBD Training Recording](https://microsoft-my.sharepoint.com/:v:/p/jheseltine/EbxoBjWHJ-NJsnAM3qWXvVQBTK28SW7hgIrn7KaAJ77yaA?e=abiunn) |