{"adoption": {"forks": 2377, "observed_at": "2026-08-28T04:10:43.831282+00:00", "stars": 10712}, "canonical_url": "https://ross.abutalabs.com/products/spring-ai-alibaba", "card": {"archived": false, "artifact_type": "framework", "description": "Agentic AI Framework for Java Developers", "domain": ["artificial-intelligence", "large-language-models", "developer-tools", "web-development"], "enriched": true, "function": ["agent-framework", "llm-inference", "rag", "workflow-automation", "mcp", "chatbot", "web-framework"], "health_score": 99, "homepage": "https://java2ai.com", "language": "Java", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["alibaba/spring-ai-alibaba"], "name": "alibaba/spring-ai-alibaba", "platform": ["jvm", "cross-platform", "self-hosted"], "pushed_at": "2026-08-25T15:40:28+00:00", "repo": "alibaba/spring-ai-alibaba", "stars": 10712, "tags": ["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"], "topics": ["artificial-intelligence", "java", "spring-ai", "agentic", "context-engineering", "multi-agent", "workflow", "graph", "reactagent"], "urls": [], "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"], "what_it_is": "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.", "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"], "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"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/spring-ai-alibaba", "repo": "alibaba/spring-ai-alibaba", "role": "main", "score": 76}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:43.831282+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:17:57.025555+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d2e036e699c698ca113be87c914ee9080721244349e57beb2ab0df495dc2e82", "fetched_at": "2026-08-28T04:10:43.831282+00:00", "kind": "readme", "missing": false, "url": "https://github.com/alibaba/spring-ai-alibaba"}, {"content_hash": "d394853079be71280fd5a27502a4a3156ea42eaab20c7ef3d5967fc5ca8009f8", "fetched_at": "2026-08-29T08:17:29.092876+00:00", "kind": "homepage", "missing": false, "url": "https://java2ai.com"}, {"content_hash": "0cdc71036b07dab4fe3b4d725567d30cbf02b1370db2b199ac1e1568f107cd37", "fetched_at": "2026-08-29T08:17:29.102287+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/overview"}, {"content_hash": "22b84ed36987ee75424aad75ad0a073728c039c6af231e6394c3b9d73ed72cac", "fetched_at": "2026-08-29T08:17:29.104658+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/quick-start"}, {"content_hash": "895cd6b3c29fe69709fba7cb41b9e7fe17057b622bf659506f18a2ea0c1b38b0", "fetched_at": "2026-08-29T08:17:29.107210+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/agent-framework/tutorials/agents"}, {"content_hash": "44622a6a4b5a367b73db832a474d836fb8b7e2bdad64af1c8d8c545b78cf77cb", "fetched_at": "2026-08-29T08:17:29.110116+00:00", "kind": "site_page", "missing": false, "url": "https://java2ai.com/docs/frameworks/graph-core/quick-start"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 51, "rhythm": 62}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 724, "days_push": 8, "days_rel": 176, "gap_med": 33, "n_releases_24m": 18}, "score": 76, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}