Solon v3.3.0

solon-ai-flow [预告]

</> markdown 
<dependency>
    <groupId>org.noear</groupId>
    <artifactId>solon-ai-flow</artifactId>
</dependency>

1、描述

solon-ai-flow 是基于 solon-flow 构建的一个 AI 流编排框架。

  • 旨在实现一种 docker-compose 风格的 AI-Flow
  • 算是一种新的思路（或参考）

有别常见的 AI 流编排工具（或低代码工具）。我们是应用开发框架，是用来开发工具或产品的。

2、效果预览

  • 简单的聊天智能体
id: chat_case1
layout:
  - type: "start"
  - task: "@VarInput"
    meta:
      message: "你好"
  - task: "@ChatModel"
    meta:
      systemPrompt: "你是个聊天助手"
      stream: false
      chatConfig: # "@type": "org.noear.solon.ai.chat.ChatConfig"
        provider: "ollama"
        model: "qwen2.5:1.5b"
        apiUrl: "http://127.0.0.1:11434/api/chat"
  - task: "@ConsoleOutput"
  • RAG 知识库智能体
id: rag_case1
layout:
  - type: "start"
  - task: "@VarInput"
    meta:
      message: "Solon 是谁开发的？"
  - task: "@EmbeddingModel"
    meta:
      embeddingConfig: # "@type": "org.noear.solon.ai.embedding.EmbeddingConfig"
        provider: "ollama"
        model: "bge-m3"
        apiUrl: "http://127.0.0.1:11434/api/embed"
  - task: "@InMemoryRepository"
    meta:
      documentSources:
        - "https://solon.noear.org/article/about?format=md"
      splitPipeline:
        - "org.noear.solon.ai.rag.splitter.RegexTextSplitter"
        - "org.noear.solon.ai.rag.splitter.TokenSizeTextSplitter"
  - task: "@ChatModel"
    meta:
      systemPrompt: "你是个知识库"
      stream: false
      chatConfig: # "@type": "org.noear.solon.ai.chat.ChatConfig"
        provider: "ollama"
        model: "qwen2.5:1.5b"
        apiUrl: "http://127.0.0.1:11434/api/chat"
  - task: "@ConsoleOutput"
  • 两个智能体表演相声式吵架（llm 与 llm 讲相声）
id: pk_case1
layout:
  - type: "start"
  - task: "@VarInput"
    meta:
      message: "你好"
  - task: "@ChatModel"
    id: model_a
    meta:
      systemPrompt: "你是一个智能体名字叫“阿飞”。将跟另一个叫“阿紫”的智能体，表演相声式吵架。每句话不要超过50个字"
      stream: false
      chatSession: "A"
      chatConfig: # "@type": "org.noear.solon.ai.chat.ChatConfig"
        provider: "ollama"
        model: "qwen2.5:1.5b"
        apiUrl: "http://127.0.0.1:11434/api/chat"
  - task: "@ConsoleOutput"
    meta:
      format: "阿飞：#{message}"
  - task: "@ChatModel"
    id: model_b
    meta:
      systemPrompt: "你是一个智能体名字叫“阿紫”。将跟另一个叫“阿飞”的智能体，表演相声式吵架。每句话不要超过50个字"
      stream: false
      chatSession: "B"
      chatConfig: # "@type": "org.noear.solon.ai.chat.ChatConfig"
        provider: "ollama"
        model: "qwen2.5:1.5b"
        apiUrl: "http://127.0.0.1:11434/api/chat"
  - task: "@ConsoleOutput"
    meta:
      format: "阿紫：#{message}"
  - type: "exclusive"
    link:
      - nextId: model_a
        condition: 'context.counter().incr("demo") < 10'
      - nextId: end
  - type: "end"
    id: "end"