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The Spring AI project provides a Spring-friendly API and abstractions for developing AI applications.

Its goal is to apply to the AI domain Spring ecosystem design principles such as portability and modular design and promote using POJOs as the building blocks of an application to the AI domain.

spring-ai-integration-diagram-3

At its core, Spring AI addresses the fundamental challenge of AI integration: Connecting your enterprise Data and APIs with the AI Models.

For further information go to our Spring AI Reference Documentation.

The project draws inspiration from notable Python projects, such as LangChain and LlamaIndex, but Spring AI is not a direct port of those projects. The project was founded with the belief that the next wave of Generative AI applications will not be only for Python developers but will be ubiquitous across many programming languages.

This is a high level feature overview. You can find more details in the Reference Documentation

Breaking changes

Getting Started

Please refer to the Getting Started Guide for instruction on adding your dependencies.

Cloning the repo

This repository contains large model files. To clone it you have to either:

Building

To build with running unit tests

./mvnw clean package

To build including integration tests. Set API key environment variables for OpenAI and Azure OpenAI before running.

./mvnw clean verify -Pintegration-tests

To run a specific integration test allowing for up to two attempts to succeed. This is useful when a hosted service is not reliable or times out.

./mvnw -pl vector-stores/spring-ai-pgvector-store -Pintegration-tests -Dfailsafe.rerunFailingTestsCount=2 -Dit.test=PgVectorStoreIT verify

To build the docs

./mvnw -pl spring-ai-docs antora

The docs are then in the directory spring-ai-docs/target/antora/site/index.html

To reformat using the java-format plugin

./mvnw spring-javaformat:apply

To update the year on license headers using the license-maven-plugin

./mvnw license:update-file-header -Plicense

To check javadocs using the javadoc:javadoc

./mvnw javadoc:javadoc -Pjavadoc

To build with checkstyles enabled. Checkstyles are currently disabled, but you can enable them by doing the following:

./mvnw clean package -DskipTests -Ddisable.checks=false

Project Links

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Educational Resources

Spring AI blogs:

Code Examples

Workshops

Talks and Videos

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