spring-ai-alibaba

Why we included this project

Java shops already invested in Spring can build LLM-powered applications without leaving the ecosystem they know. The framework ships a production-oriented agent stack with context engineering and human-in-the-loop built in, so things like context compaction, tool retries, and dynamic tool selection work out of the box instead of requiring custom wiring. When a single agent is not enough, ready-made orchestration patterns cover sequential, parallel, routing, and loop flows, and the graph-based runtime underneath adds persistence, streaming, and conditional routing for long-running stateful agents. Teams that outgrow the high-level API can drop to the Graph API for fully custom multi-agent designs, or use the included admin platform to build and deploy agents visually. It is a solid choice for Spring-centric teams that want a clear path from a simple chatbot to distributed, tool-using agents.