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伊斯兰
2025-04-14
Eshoplite是一组参考.NET应用程序，该应用程序实现了具有语义搜索，MCP，推理模型等功能的电子商务网站。
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eShopLite
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
Features
This project framework provides the following features:
- Modern .NET application architecture with .NET Aspire
- Various search capabilities (keyword search, semantic search)
- Integration with multiple AI models (GPT-4o, DeepSeek-R1, etc.)
- Vector database implementations (In Memory, Azure AI Search, Chroma DB and others)
- Real-time audio capabilities
- Model Context Protocol (MCP) server and client implementation
eShopLite Scenarios
The project includes several scenarios demonstrating different capabilities:
| Scenario | Description | Key Technologies |
|---|---|---|
| 01 - Semantic Search | A reference .NET application implementing an eCommerce site with Search features using Keyword Search and Semantic Search. | .NET Aspire, OpenAI GPT-4o-mini, In-memory Vector DB |
| 02 - Azure AI Search | Implements an eCommerce site with Keyword Search using SQL queries and Semantic Search with Vector Database and Azure AI Search. | Azure AI Search, OpenAI Embeddings, SQL Server |
| 03 - Realtime Audio | Extends the eCommerce site with advanced search features and real-time audio capabilities powered by the GPT-4o Realtime Audio API. | GPT-4o Realtime Audio API, Audio in Blazor, .NET Aspire |
| 04 - Chroma DB | Implements semantic search functionality using Chroma DB, an open-source database designed for AI applications. | Chroma DB, OpenAI Embeddings, .NET SDK |
| 05 - DeepSeek-R1 | Demonstrates integration of the DeepSeek-R1 model for enhanced semantic understanding and search capabilities. | DeepSeek-R1, .NET Aspire, Vector Embeddings |
| 06 - Model Context Protocol (MCP) | Implements the Model Context Protocol (MCP) for advanced AI interactions with MCP Servers and MCP Clients. | Model Context Protocol, Function Calling, SSE Events |
Getting Started
Prerequisites
- .NET 9
- Docker Desktop or Podman
- Azure Developer CLI (azd) (for Azure deployment)
- Git
Installation
-
Clone the repository:
git clone https://github.com/Azure-Samples/eShopLite.git -
Navigate to the scenario directory of interest:
cd eShopLite/scenarios/[scenario-folder] -
Login to Azure:
azd auth login -
Provision and deploy all the resources:
azd upIt will prompt you to provide an
azdenvironment name (like "eShopLite"), select a subscription from your Azure account, and select a location where the necessary models, like gpt-4o-mini and ADA-002 are available, a sample region can be "eastus2".
Quickstart
- Navigate to a specific scenario folder (e.g.,
scenarios/01-SemanticSearch/) - Follow the README instructions in that scenario folder
- Run the solution using
dotnet runin the appropriate host project folder
Demo
To run the demo, follow these steps:
- Navigate to the specific scenario folder
- Follow the "Run the solution" instructions in that scenario's README
- Access the application via the URLs provided in the console output
Sample Application
This is the eShopLite Aplication running, performing a Keyword Search:
This is the eShopLite Aplication running, performing a Semantic Search:
This is the eShopLite Application running the Realtime Audio feature:
This is the eShopLite Application using the DeepSeek-R1 Reasoning Model:
The Aspire Dashboard to check the running services:
The Azure Resource Group with all the deployed services:
Resources
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Reviews
3.6
(9)
user_gdUhokfu
2025-04-25
I'm a dedicated user of eShopLite and I absolutely love it! Developed by Azure-Samples, this application offers a seamless and efficient e-commerce experience. The user interface is intuitive, making it easy to navigate and manage online stores. The integration with Azure services ensures robust performance and scalability. Highly recommended for anyone looking to enhance their online retail operations!
user_hjHP8bPS
2025-04-25
eShopLite is an excellent product by Azure-Samples. It's a breeze to navigate, with a user-friendly interface and seamless integration. The tool offers robust features that cater well to both beginners and advanced users. Highly recommend for anyone looking to enhance their e-commerce platform efficiently.
user_3QNQPZ8N
2025-04-25
As a dedicated user of MCP applications, I highly recommend eShopLite for anyone looking to streamline their e-commerce operations. Created by Azure-Samples, this tool offers a seamless experience and robust functionality. Although there's no product link provided, the intuitive interface and reliable performance make it an invaluable resource for online retailers. With eShopLite, managing your shop has never been easier!
user_EE0NbjyK
2025-04-25
I have been using eShopLite developed by Azure-Samples and I'm genuinely impressed. It's a fantastic lightweight e-commerce solution that's incredibly easy to navigate and integrate. The user interface is intuitive, and the functionality it offers is perfect for small to medium-sized online shops. Highly recommend it to anyone looking for a reliable and efficient e-commerce platform!
user_Qj2Vdv7Q
2025-04-25
I have been using eShopLite by Azure-Samples, and it has significantly streamlined my shopping experience. The user interface is intuitive and responsive, making it easy to navigate and find what I need. Plus, the seamless integration with other services has been a game-changer. Highly recommend it!
user_rAdmXC8A
2025-04-25
As a dedicated user of MCP applications, I must say eShopLite by Azure-Samples is incredibly impressive. This product is well-crafted and offers seamless integration, which significantly enhances the eCommerce experience. The user-friendly interface and efficient performance make it a pleasure to use. Highly recommended for anyone looking to streamline their online shopping platform!
user_OUTPgDsa
2025-04-25
eShopLite by Azure-Samples is an excellent application for those who want to set up an online shop quickly and efficiently. The user-friendly interface and robust features make it easy to manage products, orders, and customers. It's perfect for small to medium-sized businesses looking to expand their online presence. Highly recommended for anyone looking to streamline their e-commerce operations!
user_tjUhG8Zz
2025-04-25
I recently tried eShopLite by Azure-Samples and found it incredibly user-friendly and efficient for my e-commerce needs. The interface is clean and intuitive, making navigation a breeze even for beginners. I highly recommend it for anyone looking to set up a streamlined online store quickly!
user_3Rp53aXH
2025-04-25
As a dedicated MCP user, I am thoroughly impressed with eShopLite by Azure-Samples. It's an intuitive and efficient tool that has streamlined my online shopping experience. The seamless integration and user-friendly interface are exceptional. Highly recommended for anyone looking to enhance their e-commerce solutions!