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Wraps recurring patterns like memory, tool-calling, and RAG into reusable interceptors that transform data sent to and from language models.
Distinct from Generative AI Integration Patterns: Distinct from Generative AI Integration Patterns: focuses on encapsulating patterns into reusable advisors, not general integration examples.
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Spring AI is an application framework for Java that provides a portable, fluent API for integrating AI models, tools, and vector stores into applications. It wraps multiple AI providers behind a common interface, allowing developers to switch between chat, embedding, image, and speech models without changing application code. The framework includes a chainable chat client API similar to WebClient or RestClient, supports both synchronous and streaming interactions, and offers structured output conversion that transforms unstructured AI responses into strongly-typed Java objects. The framework
Wraps recurring patterns like memory, tool-calling, and RAG into reusable advisors that transform data sent to and from language models.