This accelerator was built to provide developers with all of the resources needed to quickly build an Retail Recommender Solution based on Azure Analytics Platform.
In order to successfully complete your solution, you will need to have access to and or provisioned the following:
- Access to an Azure subscription
- Visual Studio 2017 or 2019
- PowerShell
- Azure Cli
- Postman
Optional
- Visual Studio Code
The directions provided for this repository assume fundemental working knowledge of Azure, Cosmos DB, Azure Machine Learning Services, and Azure Kubernetes.
For additional training and support, please see:
- Clone this repository and navigate to the root of the directory
- Go to Deployment guide for the steps you need to take to deploy this solution
The architecture diagram below details what you will be building for this Solution Accelerator:
The resources in this folder can be used to deploy the required resources into your Azure Subscription. You can do this in the Azure Portal
This folder contains the Notebooks needed to complete this solution accelerator. Once you have deployed all the required resources from ResourceDeploymnet.md, run through the Notebooks following the instructions in Resource Deployment.
This folder contains the resources to deploy the front end web application.
This folder contains the resources for product details and managing the list of products that are presented to the Portal.
This folder contains the resources for exploring how the model was constructed.
Synapse/AI-Retail-Recommender:
- Retail Web Site, you check running demo from here.
Copyright (c) Microsoft Corporation
All rights reserved.
MIT License
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the ""Software""), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED AS IS, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE
The following libraries are not explicitly included in this repository, but users who use this Solution Accelerator may need to install them locally and in Azure Synapse to fully utilize this Solution Accelerator. However, the actual binaries and files associated with the libraries are not included as part of this repository, but they are available for installation via the PyPI library using the pip installation tool.
Libraries: chardet, certifi, pathspec
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