Which is more popular, LangChain or Spring AI Alibaba?

LangChain has more GitHub stars (147,320 vs 10,952).

Which is more actively developed, LangChain or Spring AI Alibaba?

LangChain had more commits in the last 90 days (511 vs 58).

Should I use LangChain or Spring AI Alibaba?

Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.

LangChain vs Spring AI Alibaba

Side-by-side comparison of two AI agent tools

LangChainopen-source

The agent engineering platform

Spring AI Alibabaopen-source

Agentic AI Framework for Java Developers

Metrics

	LangChain	Spring AI Alibaba
Stars	147.3k	11.0k
Star velocity /mo	23.5k	912.6666666666666
Commits (90d)	511	58
Releases (6m)	10	1
Overall score	0.9032159518953914	0.5550627769899648

Pros

+Extensive ecosystem with seamless integration between LangGraph, LangSmith, and hundreds of third-party components
+Future-proof architecture that adapts to evolving LLM technologies without requiring application rewrites
+Strong community support with 131k+ GitHub stars and comprehensive documentation for both Python and JavaScript

Cons

-Significant learning curve due to the framework's extensive feature set and multiple abstraction layers
-Potential over-engineering for simple use cases that might be better served by direct API calls
-Heavy dependency on the LangChain ecosystem which can create vendor lock-in concerns

Use Cases

•Building complex multi-agent systems that require planning, tool use, and coordination between different AI components
•Creating production LLM applications with observability, debugging, and deployment infrastructure via LangSmith
•Developing chatbots and conversational AI with memory, context management, and integration with external data sources

View LangChain Details View Spring AI Alibaba Details

FAQ

Which is more popular, LangChain or Spring AI Alibaba?: LangChain has more GitHub stars (147,320 vs 10,952).
Which is more actively developed, LangChain or Spring AI Alibaba?: LangChain had more commits in the last 90 days (511 vs 58).
Should I use LangChain or Spring AI Alibaba?: Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.