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Stores processed Document objects into a vector database for use in retrieval-augmented generation workflows.
Distinct from Vector Stores: Distinct from Vector Stores: focuses on writing Document objects into vector stores, not general storage or querying.
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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
Stores processed Document objects into a vector database for use in retrieval-augmented generation workflows.