What is MianshiyaServer
Spring AI Alibaba Examples
Spring AI Alibaba Example 示例。
介绍
此仓库中包含许多 Example 来介绍 Spring AI Alibaba 从基础到高级的各种用法和 AI 项目的最佳实践。 更详细的介绍介绍请参阅每个子项目中的 README.md 和 Spring AI Alibaba 官网。
如何参与
我们欢迎任何形式的贡献，包括但不限于：
- Spring AI Alibaba 的使用示例；
- Spring AI Alibaba API 的使用；
- Spring AI 的使用示例；
- AI 项目的最佳实践 等。
此项目仓库正在建设中，请阅读 Roadmap.md 了解更多信息。
已集成的功能模型
| Category | Options |
|---|---|
| Chat | DashScope, OpenAI, ark（火山方舟）, ollama, ZhiPuAI, moonshot（月之暗面） |
| RAG | ES, milvus, pgvector |
| 多模态 | ark（火山方舟）, Dashscope |
| Image | Dashscope, OpenAI |
| Audio | DashScope |
| 开发生态 | MCP，Nacos，Higress，Kong，可观测，Prompt 模版，函数调用，集成示例，结构化输出 |
项目结构
在此 Example 项目中，我们按照功能的方式组合模块，力求将每个 Example 的功能模块化，方便大家查找和使用。 一个基本的模块示例如下：
|-spring-ai-alibaba-chat-example
|-- dashscope
|----chat-model
|------ src
|------ README.md
|------ pom.xml
|----chat-client
|------ src
|------ README.md
|------ pom.xml
|-- ollama
|----chat-model
|------ src
|------ README.md
|------ pom.xml
|----chat-client
|------ src
|------ README.md
|------ pom.xml
|-- ...... (other LLMs)
|- ......(other Examples)
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Frequently Asked Questions
What is MCP?
MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications, providing a standardized way to connect AI models to different data sources and tools.
What are MCP Servers?
MCP Servers are lightweight programs that expose specific capabilities through the standardized Model Context Protocol. They act as bridges between LLMs like Claude and various data sources or services, allowing secure access to files, databases, APIs, and other resources.
How do MCP Servers work?
MCP Servers follow a client-server architecture where a host application (like Claude Desktop) connects to multiple servers. Each server provides specific functionality through standardized endpoints and protocols, enabling Claude to access data and perform actions through the standardized protocol.
Are MCP Servers secure?
Yes, MCP Servers are designed with security in mind. They run locally with explicit configuration and permissions, require user approval for actions, and include built-in security features to prevent unauthorized access and ensure data privacy.
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