Spring AI Alibaba

Spring AI Alibaba is an open source agentic AI framework for Java developers to build applications with Alibaba Tongyi models.

Spring AI Alibaba is an open source agentic AI framework built on Spring AI, serving as a practice for Alibaba Tongyi models in Java AI application development. It provides high-level AI API abstractions and cloud-native infrastructure integration to help developers build AI applications. Built on the core concept of DAG Graph, it achieves single agent, multi-agent, and complex workflow orchestration. The ecosystem includes an agent framework with context engineering support, a graph framework for stateful agents, a studio for chat and tool execution visualization, an admin toolkit for project management and tracing, and Spring AI extensions. Production-grade applications built on it include JManus, Copilot, DataAgent, and DeepResearch.

Spring AI Alibaba at a glance

Best for: Software engineer
Runs on: open source
Pricing: Free
Released: September 2024
Category: AI coding tool
Website: java2ai.com

Key features

Agent framework with context engineering support
DAG Graph based workflow orchestration
Visual chat window for agent reasoning and tools
Local administration toolkit for project management and tracing
DashScope Chat Model integration
Natural language to SQL conversion with DataAgent
Deep research tool implementation

Use it for

Build single agent and multi-agent applications
Orchestrate complex AI workflows in Java
Query databases using natural language
Develop AI programming assistant agents

Alternatives to Spring AI Alibaba

BeeAI Framework — Provides constraint enforcement for predictable agent behavior.
Embabel — Provides type safety and enterprise system integration for JVM-based AI.
AG-UI — Standardizes agent-user interactions and generative UI for applications.
LangChain4j — Integrates LLMs and vector stores directly into Java applications.
Kungfu — Maintains work state and context when switching between different AI agents.
Beeuni — Agents retain context and improve skills over time through a controlled review process.
Cheshire Cat — Build and extend custom artificial intelligence agents using pure Python code.
JetBrains AI — It offers multiple top-tier models and agent choices without vendor lock-in.
Goose — Runs locally on your machine with support for 70+ extensions and any LLM.
AGBoss — It offers static verification and strict decorator components for reliable AI agents.
Factory — Agent platform with code review, AutoWiki and model routing built in
Bindu — Builds interoperable AI agents with A2A Protocol compliance and payment integration.

All Spring AI Alibaba alternatives