Solon AI

Solon-AI

<strong>Java LLM(tool, skill) & RAG & MCP & Agent(ReAct, Team) Application development framework</strong>

<strong>Restraint, efficiency and openness</strong>

<strong>It is the same type of development framework as LangChain, LangGraph and LlamaIndex</strong>

https://solon.noear.org/article/learn-solon-ai

Language: English | 中文

简介

Solon AI is one of the core subprojects of the Solon project. It is a full-scenario Java AI development framework, which aims to deeply integrate LLM large model, RAG knowledge base, MCP protocol and Agent collaboration choreography.

• Full use case support: fits perfectly into the Solon ecosystem and can be seamlessly integrated into frameworks like SpringBoot, Vert.X, Quarkus, etc.
• Multi-model dialects: Adapt model differences by dialect using ChatModel's unified interface (OpenAI, Gemini, Claude, Ollama, DeepSeek, Dashscope, etc.).
• Graph-driven orchestration: supports the transformation of Agent reasoning into observable and governable computation flow graphs.

Examples of embeddings (including third-party frameworks) for solon-ai:

• https://gitee.com/solonlab/solon-ai-mcp-embedded-examples
• https://gitcode.com/solonlab/solon-ai-mcp-embedded-examples
• https://github.com/solonlab/solon-ai-mcp-embedded-examples

What types of applications can be developed?

• General-purpose Autonomous Agents (e.g., Manus, OpenOperator)
• Intelligent Assistants & RAG Knowledge Bases (e.g., Dify, Coze)
• Multi-Agent Collaborative Orchestration (e.g., AutoGPT, MetaGPT)
• Business-Driven Controlled Workflows (e.g., AI-enhanced DingTalk/Lark approvals, SAP Intelligent Modules)
• Intelligent Document Processing & ETL (e.g., Instabase, Unstructured.io)
• Real-time Data Insights & Dashboards (e.g., Text-to-SQL applications)
• Automated Testing & Quality Assurance (e.g., GitHub Copilot Workspace)
• Low-Code/Visual AI Workflow Platforms (e.g., LangFlow, Flowise)
• And more...

Example Agent synthesis project (can be used directly for production or customization)

• SolonCode (Java impl version of "Claude Code")
• SolonClaw (Java impl version of "OpenClaw")

Core Module Experience

• ChatModel(General Purpose LLM call interface)

Support for synchronous and Reactive calls, built-in dialect adaptation, Tool, Skill, ChatSession, etc.

ChatModel chatModel = ChatModel.of("http://127.0.0.1:11434/api/chat")
                .provider("ollama") //Need to specify vendor, used to identify interface style (also called dialect)
                .model("qwen2.5:1.5b")
                .defaultTalentAdd(new McpGatewayTalent())
                .build();

// Synchronize the call and print the response message
AssistantMessage result = ChatchatModel.prompt("The weather in Hangzhou today？")
         .options(op->op.toolAdd(new WeatherTools())) //Adding tools
         .call()
         .getMessage();
System.out.println(result);

// Stream call
chatModel.prompt("hello").stream();     //Flux<ChatEvent>, full semantic events

• Talents（Solon AI Talents）