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.
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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 OpenAI 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.
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 OpenAI, Azure AI Search and Microsoft Fabric will be helpful.
For additional training and support, please see:
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.
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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.
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Click the following deployment button to create the required resources for this accelerator in your Azure Subscription.
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You will need to select an Azure Subscription, create/select a Resource group, Region, and a unique Solution Prefix.
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When Deployment is complete, follow steps in AI Studio Deployment guide to configure the grant draft proposal endpoint.
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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.
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Optional - Follow steps in Fabric Deployment guide to set up the data processing pipelines in Fabric.
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Optional - Follow steps in Promptflow Evaluation guide to set up the evaluation flows.
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Optional - Follow steps in Promptflow Safety Evaluation guide to set up the safety evaluation flows.
Supporting documents coming soon.
Customer stories coming soon.
Please refer to Transarency FAQ for responsible AI transparency details of this solution accelerator.
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