solon-ai

Overview

Solon-AI is a comprehensive Java-based framework for AI application development that deeply integrates with the Model Context Protocol (MCP). It supports various AI components including LLM tool calling, RAG systems, and multi-agent architectures. The framework offers multiple integration options with popular Java frameworks like SpringBoot, Vert.x, and Quarkus. Its modular design allows developers to build complex AI systems from simple autonomous agents to multi-agent collaborative workflows with governance capabilities.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• getWeathergetWeather(@Param(description = "city") String location)

  Check the weather in a specified location

  Try:What's the weather like in Tokyo?Try:Is it going to rain in London today?
• WeatherTools

  Set of tools for weather-related queries

  Try:Check the weather forecast for this weekendTry:What's the temperature in New York right now?
• OrderTools

  Tools for processing order inquiries and tracking

  Try:Where is my order from yesterday?Try:Can I track my current order status?
• ToolGatewaySkill

  Skill that enables tool usage in conversations

  Try:I need help with a task that requires toolsTry:Can you use tools to help me with this request?
• OrderExpert

  Specialized skill for order-related queries

  Try:I'm a VIP customer where is my order?Try:What happened to my previous order?
• documentSearch

  Search through documents using RAG capabilities

  Try:Search for information about Solon frameworkTry:Find relevant documents about Java AI development
• buildKnowledgeBase

  Create a knowledge base from documents

  Try:Build a knowledge base from this PDFTry:Index these documents for retrieval
• rerankDocuments

  Re-rank search results for better relevance

  Try:Re-rank these search results for better accuracyTry:Improve the relevance of these documents
• chatWithRAG

  Enhance prompts with retrieved documents before LLM call

  Try:Answer this question using the knowledge baseTry:What does the document say about AI tools?
• agentPrompt

  Prompt an agent with specific tasks

  Try:What should I wear in Beijing today?Try:Plan a promotion scheme for deep-sea mineral water
• teamAgentPrompt

  Prompt a team of specialized agents

  Try:Create a marketing campaign for a new productTry:Develop a plan for international expansion
• runFlow

  Execute a pre-defined AI flow with multiple steps

  Try:Run the demo1 flowTry:Execute the customer service workflow

Note: Tools are partially documented in code examples but with limited descriptions. Tool names are inferred from the MCP section and various skill/tool examples throughout the documentation. Some tools are referenced only in code snippets withou

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Installation

<dependency>
    <groupId>org.noear</groupId>
    <artifactId>solon-ai</artifactId>
    <version>latest</version>
</dependency>

{
  "mcpServers": {
    "solon-ai": {
      "command": "java",
      "args": ["-jar", "path/to/solon-ai-mcp.jar"],
      "env": {}
    }
  }
}

FAQ

What Java versions does Solon-AI support?

Solon-AI is compatible with Java 8 through Java 25, making it highly accessible for many existing Java projects.

How does the MCP integration work in Solon-AI?

Solon-AI provides deep integration with the MCP protocol through annotations like @McpServerEndpoint and @ToolMapping, allowing developers to expose tools, resources and prompts through the protocol.

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