Legal Notice: This is a pre-release and preview solution and therefore may not work correctly. Certain features may be missing or disabled. Microsoft may change or update this pre-release and preview solution at any time.

Build your own AI Assistant Solution Accelerator

MENU: USER STORY | ONE-CLICK DEPLOY | SUPPORTING DOCUMENTS | CUSTOMER TRUTH

User story

Solution accelerator overview

This solution accelerator is a powerful tool that helps you create your own AI assistants. The accelerator can be used by any customer looking for reusable architecture and code snippets to build AI assistants with their own enterprise data.

It leverages Azure Open AI Service, Azure AI Search and Microsoft Fabric, to identify relevant documents, summarize and categorize vast amounts of unstructured information, and accelerate the overall document review and content generation process.

Scenario

This example focuses on a researcher who wants to explore leading flu vaccine studies and relevant grants to accelerate submission of a grant proposal.

The assistant helps the researchers find relevant articles and grants available for their research topic easily using a conversational assistant. Researcher can generate different sections of a grant application with a simple button click, then they can refine the prompts and regenerate individual sections to add more details as needed. Finally, the generated grant application can be exported as a PDF or a Microsoft Word document for further processing.

The sample data is sourced from a select set of research published on PubMed, select NIH grant announcements and sample grant applications. The documents are intended for use as sample data only.

Key features

Below is an image of the solution accelerator.

One-click deploy

Prerequisites

To use this solution accelerator, you will need access to an Azure subscription with permission to create resource groups and resources. While not required, a prior understanding of Azure Open AI, Azure AI Search and Microsoft Fabric will be helpful.

For additional training and support, please see:

Solution accelerator architecture

Note: Some features contained in this repository are in private preview. Certain features might not be supported or might have constrained capabilities. For more information, see Supplemental Terms of Use for Microsoft Azure Previews.

How to install/deploy

Please check the link Azure Products by Region and choose a region where Azure AI Search, Semantic Ranker, Azure OpenAI Service, and Azure AI Studio are available.
Click the following deployment button to create the required resources for this accelerator in your Azure Subscription.
You will need to select an Azure Subscription, create/select a Resource group, Region, and a unique Solution Prefix.
When Deployment is complete, follow steps in AI Studio Deployment guide to configure the grant draft proposal endpoint.
When AI Studio deployment is complete, launch the application by navigating to your Azure resource group, choosing the app service resource, and clicking on the default domain. You should bookmark this URL to have quick access to your deployed application.

The next steps are optional for additional learning. Not required to deploy the solution and run the Grant Writer Assistant.

Optional - Follow steps in Fabric Deployment guide to set up the data processing pipelines in Fabric.
Optional - Follow steps in Promptflow Evaluation guide to set up the evaluation flows.
Optional - Follow steps in Promptflow Safety Evaluation guide to set up the safety evaluation flows.

Supporting documents

Supporting documents coming soon.

Customer truth

Customer stories coming soon.

Responsible AI Transparency FAQ

Please refer to Transarency FAQ for responsible AI transparency details of this solution accelerator.

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Disclaimers

This Software requires the use of third-party components which are governed by separate proprietary or open-source licenses as identified below, and you must comply with the terms of each applicable license in order to use the Software. You acknowledge and agree that this license does not grant you a license or other right to use any such third-party proprietary or open-source components.

To the extent that the Software includes components or code used in or derived from Microsoft products or services, including without limitation Microsoft Azure Services (collectively, “Microsoft Products and Services”), you must also comply with the Product Terms applicable to such Microsoft Products and Services. You acknowledge and agree that the license governing the Software does not grant you a license or other right to use Microsoft Products and Services. Nothing in the license or this ReadMe file will serve to supersede, amend, terminate or modify any terms in the Product Terms for any Microsoft Products and Services.

You must also comply with all domestic and international export laws and regulations that apply to the Software, which include restrictions on destinations, end users, and end use. For further information on export restrictions, visit https://aka.ms/exporting.

You acknowledge that the Software and Microsoft Products and Services (1) are not designed, intended or made available as a medical device(s), and (2) are not designed or intended to be a substitute for professional medical advice, diagnosis, treatment, or judgment and should not be used to replace or as a substitute for professional medical advice, diagnosis, treatment, or judgment. Customer is solely responsible for displaying and/or obtaining appropriate consents, warnings, disclaimers, and acknowledgements to end users of Customer’s implementation of the Online Services.

You acknowledge the Software is not subject to SOC 1 and SOC 2 compliance audits. No Microsoft technology, nor any of its component technologies, including the Software, is intended or made available as a substitute for the professional advice, opinion, or judgement of a certified financial services professional. Do not use the Software to replace, substitute, or provide professional financial advice or judgment.

BY ACCESSING OR USING THE SOFTWARE, YOU ACKNOWLEDGE THAT THE SOFTWARE IS NOT DESIGNED OR INTENDED TO SUPPORT ANY USE IN WHICH A SERVICE INTERRUPTION, DEFECT, ERROR, OR OTHER FAILURE OF THE SOFTWARE COULD RESULT IN THE DEATH OR SERIOUS BODILY INJURY OF ANY PERSON OR IN PHYSICAL OR ENVIRONMENTAL DAMAGE (COLLECTIVELY, “HIGH-RISK USE”), AND THAT YOU WILL ENSURE THAT, IN THE EVENT OF ANY INTERRUPTION, DEFECT, ERROR, OR OTHER FAILURE OF THE SOFTWARE, THE SAFETY OF PEOPLE, PROPERTY, AND THE ENVIRONMENT ARE NOT REDUCED BELOW A LEVEL THAT IS REASONABLY, APPROPRIATE, AND LEGAL, WHETHER IN GENERAL OR IN A SPECIFIC INDUSTRY. BY ACCESSING THE SOFTWARE, YOU FURTHER ACKNOWLEDGE THAT YOUR HIGH-RISK USE OF THE SOFTWARE IS AT YOUR OWN RISK.

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