alibaba/spring-ai-alibaba
Agentic AI Framework for Java Developers observed · 2026-08-28
Health v2 · maintenance only
76/100
- Activity 99
- Release rhythm 62
- Longevity 51
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 33
- age_days: 724
- days_rel: 176
- days_push: 8
- n_releases_24m: 18
Adoption not part of the score
10712 stars · 2377 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Spring AI Alibaba is a production-ready agentic AI framework for Java developers, built on Spring AI and a DAG-based Graph runtime. It provides a ReactAgent abstraction, multi-agent orchestration patterns (sequential, parallel, routing, loop), workflow orchestration, context engineering, human-in-the-loop support, and companion tooling like Studio and Admin for visualization and evaluation.
Use cases
- build ai agents in java
- orchestrate multi-agent workflows
- create a react agent with tool calling
- build long-running stateful agent workflows
- add llm chat and rag to a spring boot app
- visualize and evaluate agent runs
- migrate dify dsl to java code
- build a deep research or text-to-sql agent
When to choose
- you are a Java/Spring developer building LLM-powered agent applications
- you need multi-agent orchestration with built-in patterns and graph-based state control
- you want persistence, streaming, and human-in-the-loop for long-running agents
- you use Alibaba Cloud DashScope / Tongyi models or want Spring AI ecosystem integration
When to avoid
- you work primarily in Python and want the richer ReactAgent paradigm (the project points such users to AgentScope)
- you need a language-agnostic or non-JVM stack
- you only need simple LLM API calls without agent or workflow orchestration
- you want a fully managed no-code agent platform rather than a code framework
Facets
framework · maturity active
agent-framework llm-inference rag workflow-automation mcp chatbot web-framework artificial-intelligence large-language-models developer-tools web-development jvm cross-platform self-hosted spring-ai spring-boot multi-agent react-agent graph-orchestration dashscope context-engineering human-in-the-loop java-ai langgraph-alternative ai-agents retrieval-augmented-generation
6 sources
- readme: https://github.com/alibaba/spring-ai-alibaba · fetched 2026-08-28 · 0d2e036e699c
- homepage: https://java2ai.com · fetched 2026-08-29 · d394853079be
- site_page: https://java2ai.com/docs/overview · fetched 2026-08-29 · 0cdc71036b07
- site_page: https://java2ai.com/docs/quick-start · fetched 2026-08-29 · 22b84ed36987
- site_page: https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents · fetched 2026-08-29 · 895cd6b3c29f
- site_page: https://java2ai.com/docs/frameworks/graph-core/quick-start · fetched 2026-08-29 · 44622a6a4b5a
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| alibaba/spring-ai-alibaba | main | 76 |
For agents
markdown · JSON · MCP: product_card(name="alibaba/spring-ai-alibaba")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem