Spring AI is an extension for Spring Boot that provides a unified abstraction for calling language models, building chatbots, generating embeddings, and orchestrating retrieval-augmented generation. It offers reactive and imperative APIs, seamless configuration, and support for multiple providers like OpenAI and Vertex AI, accelerating the development of AI-powered services in familiar Spring ecosystems.
Resume AI
Storyboard AI
AI API
Headlines AI
#Java AI framework
#Spring Boot integration
#AI model interaction
#Chat API
#Text completion service
#Embeddings generation
#Reactive programming
#Function calling in AI
#enterprise AI solutions
#Standardized client interfaces
#developer productivity tools
#AI error handling
#Metrics integration
#Augmented pipelines
#Mocking AI interactions
#configuration automation
#Non-blocking support
#AI provider flexibility
#Testing AI applications
#AI in enterprise applications
...
Promote this Tool
Update this Tool
Spring AI
Spring AI is an extension for Spring Boot that provides a unified abstraction for calling language models, building chatbots, generating embeddings, and orchestrating retrieval-augmented generation. It offers reactive and imperative APIs, seamless configuration, and support for multiple providers like OpenAI and Vertex AI, accelerating the development of AI-powered services in familiar Spring ecosystems.
Resume AI
Storyboard AI
AI API
Headlines AI
#Java AI framework
#Spring Boot integration
#AI model interaction
#Chat API
#Text completion service
#Embeddings generation
#Reactive programming
#Function calling in AI
#enterprise AI solutions
#Standardized client interfaces
#developer productivity tools
#AI error handling
#Metrics integration
#Augmented pipelines
#Mocking AI interactions
#configuration automation
#Non-blocking support
#AI provider flexibility
#Testing AI applications
#AI in enterprise applications
...
Featured
- PoYo APIPoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
- SuperMaker AI Video GeneratorCreate stunning videos, music, and images effortlessly with SuperMaker.
- QoderQoder is an agentic coding platform for real software, Free to use the best model in preview.
- ChatronixLLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
- PXZ AIPXZ.ai is an all-in-one AI platform offering tools for image, video, voice, writing, and chat creation.
- RebelgrowthGrow your revenue from organic traffic on autopilot: Keyword research. SEO optimized articles and EVEN backlinks.
- BGRemoverEasily remove image backgrounds online with SharkFoto BGRemover.
- remio - Personal AI Assistantremio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
- codeflyingCodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
- Funy AIAI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
- Manga Translator AIAI Manga Translator instantly translates manga images into multiple languages online.
- Camtasia onlineCamtasia Online is a free tool for screen recording and video editing, all from your web browser.
- EaseUS VoiceWaveFree, powerful voice changer for creative expression offline and online.
- Qwen-Image-2512 AIQwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
- TattooAI AI Tattoo GeneratorAI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
- WhatsApp Warmup ToolAI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
- GLM ImageGLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
- AnimeShortsCreate stunning anime shorts effortlessly with cutting-edge AI technology.
- Create WhatsApp LinkFree WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
- Telegram Group BotTGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
- TextToHumanFree AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
- FalcoCutFalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
- AirMusicAirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
- RSW Sora 2 AI StudioRemove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
- ExpleeStart outreach RIGHT NOW with single-line description of your ICP
- EdensignEdensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
- Z Image Turbo AIZ Image Turbo is a super fast AI image generator creating stunning photorealistic art.
- Elser AIAll-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
- Refly.aiRefly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
- GobiiGobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
- SharkFotoSharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
- Lease A BrainAI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
- AI FIRSTConversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
- Vadu AIAll-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
- VoxDeckNext-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
- FlowithFlowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
- Avoid.soAvoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
- Yollo AIChat & create with your AI companion. Image to Video, AI Image Generator.
- APIMartAPIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
- FineVoiceClone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
- ai song creatorCreate full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
- Seedance 1.5 ProSeedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
- Wollo.aiWollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
- NanoPicNanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
- Skywork.aiSkywork AI is an innovative tool to enhance productivity using AI.
- ThumbnailCreator.comAI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
- SOLM8AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
- yesTool.aiAll-in-one AI platform for creating videos, music, and images with no technical skills required.
- LTX-2 AIOpen-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
- PippitElevate your content creation with Pippit's powerful AI tools!
- Vertech AcademyVertech offers AI prompts designed to help students and teachers learn and teach effectively.
- FixArt AIFixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
- Remy - Newsletter SummarizerRemy automates newsletter management by summarizing emails into digestible insights.
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
VoxDeck
Next-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
SOLM8
AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
Telegram Group Bot
TGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
PoYo API
PoYo.ai is a unified AI API platform for image, video, music and chat generation, built for developers.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
Seedance 1.5 Pro
Seedance 1.5 Pro is an AI-powered cinematic video generator with perfect lip-sync and real-time audio-video sync.
Explee
Start outreach RIGHT NOW with single-line description of your ICP
Rebelgrowth
Grow your revenue from organic traffic on autopilot:
Keyword research. SEO optimized articles and EVEN backlinks.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
NanoPic
NanoPic offers fast, high-quality conversational image editing powered by AI with 2K/4K output.
Vadu AI
All-in-one AI video & image generator with Sora 2, Veo 3, Kling, and 10+ top models.
codeflying
CodeFlying – Vibe Coding App Builder | Create Full-Stack Apps by Chatting with AI
Edensign
Edensign is an AI-driven virtual staging platform transforming real estate photos quickly and realistically.
Wollo.ai
Wollo allows you to create, explore, and chat with AI characters using advanced, emotionally aware AI technology.
Camtasia online
Camtasia Online is a free tool for screen recording and video editing, all from your web browser.
remio - Personal AI Assistant
remio is an AI-powered personal knowledge hub that captures and organizes all your digital info automatically.
TattooAI AI Tattoo Generator
AI Tattoo Generator creates personalized, high-quality tattoo designs quickly with advanced AI technology.
PXZ AI
PXZ.ai is an all-in-one AI platform offering tools for image, video, voice, writing, and chat creation.
Avoid.so
Avoid.so offers advanced AI humanizer technology to bypass AI detection algorithms seamlessly.
Chatronix
LLM aggregator that connects multiple AI models in one platform for comparison, integration, and automation.
yesTool.ai
All-in-one AI platform for creating videos, music, and images with no technical skills required.
Z Image Turbo AI
Z Image Turbo is a super fast AI image generator creating stunning photorealistic art.
EaseUS VoiceWave
Free, powerful voice changer for creative expression offline and online.
What is Spring AI?
Spring AI delivers a comprehensive framework for Java and Spring Boot applications to interact with language models and AI services. It features standardized client interfaces for chat completions, text completions, embeddings, and function calling. Developers can easily configure providers, customize prompts, stream results reactively, and plug into retrieval-augmented pipelines. With built-in support for model abstractions, error handling, and metrics, Spring AI simplifies building, testing, and deploying advanced AI agents and conversational experiences in enterprise-grade applications.
Who will use Spring AI?
- Java backend developers
- Spring Boot engineers
- Enterprise architects
- AI solution architects
How to use the Spring AI?
- Step1: Add the Spring AI dependency to your Maven or Gradle build file.
- Step2: Configure AI model credentials and provider settings in application.yml or application.properties.
- Step3: Inject the AiClient or ChatCompletionClient bean into your service classes.
- Step4: Use client.chat() or client.complete() methods with prompt templates to call models.
- Step5: Handle responses, stream results reactively if needed, and integrate outputs into your application flow.
- Step6: Configure retrieval-augmented generation by wiring a vector store and search component for context enrichment.
Platform
- mac
- windows
- linux
Spring AI's Core Features & Benefits
The Core Features
- Unified AiClient abstraction for multiple providers
- Chat and text completion APIs
- Embeddings generation and retrieval-augmented pipelines
- Function calling support
- Reactive and imperative programming models
- Provider auto-configuration and fallback
- Metrics and instrumentation integration
The Benefits
- Accelerates developer productivity in Spring ecosystem
- Consistent API across AI providers
- Eases testing and mocking of AI interactions
- Scales with reactive non-blocking support
- Supports enterprise-grade configuration and security
Spring AI's Main Use Cases & Applications
- Conversational chatbots integrated into web services
- Knowledge base Q&A with retrieval-augmented generation
- Automated summarization and translation pipelines
- Dynamic content generation and code assistance tools
- Sentiment analysis and classification workflows
Spring AI's Pros & Cons
The Pros
Integrates a wide range of AI technologies and functionalities including agents, knowledge graphs, and vector databases.
Open source with clear instructions for setup and running in a modern tech stack environment.
Supports extensibility with various databases and APIs allowing deployment flexibility.
Includes advanced features like image understanding and function call support.
The Cons
No direct pricing information provided, possibly requiring custom arrangements for deployment support.
May require significant technical expertise to set up and operate due to multiple dependencies and configurations.
No mention of ready-to-use applications or user-friendly interfaces; primarily a developer-focused toolset.
FAQs of Spring AI
Spring AI Company Information
- VMware
Spring AI Reviews
5/5
Spring AI's Main Competitors and alternatives?
- LangChain Java
- LlamaIndex Java
- OpenAI Java SDK
- Vertex AI Java Client
You may also like:
Create a clean, ATS-friendly resume in minutes with AI-guided writing, real-time preview, and customizable layouts.
TaskingAI automates task management and coordination using AI technology.
AI-powered sales coach delivering real-time insights during meetings.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Simplify and enhance your information security risk management with Risqui's intuitive tools.
Run stand-ups and track leaves with Sup to streamline team workflows and increase productivity.
UseAPI provides simple, reliable, and affordable experimental APIs for various AI models.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
AI-first browser that enhances productivity with built-in AI tools and smart browsing features.
Turbotic AI Assistant automates tasks, enhances productivity, and improves decision-making in business environments.
Haystack is an open-source framework for building AI-powered search systems and applications.
Bloop is an AI agent designed to assist with coding, debugging, and code management.
A .NET C# framework to build and orchestrate GPT-based AI agents with declarative prompts, memory, and streaming.
AI-driven platform for effortless studying with automatic notes, summaries, and virtual tutoring.
Strique provides AI-powered insights by analyzing all your marketing data sources.
Stackie.AI is an AI-assisted life-logging app to log, track, and reflect on your daily activities.
Dailos provides intelligent automation for better recruitment process management.
Schedule posts, grow your audience, and monetize your BlueSky profile with SkyScribe.
AI-generated daily startup ideas for founders and entrepreneurs seeking inspiration and speed.
Turn your ideas into professional PowerPoint presentations with AI.
AI-enabled transformation management and operational efficiency platform
Kling AI transforms complex data into real-time actionable insights for healthcare professionals and researchers.
Unified API marketplace to discover, integrate, and manage AI image and video models via one API.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Dors.AI offers AI-powered English language learning solutions.
MidAPI.ai provides API access to MidJourney AI models for image and video generation.
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Create, share, and discover AI-generated recipes and menus effortlessly.
Sora 2 is OpenAI's advanced AI video generation model offering text-to-video and image-to-video features.
Nano Banana API offers photorealistic AI image editing with natural language commands, fast and consistent results.
Nano Banana Pro offers advanced 2K/4K AI image generation with improved text and character consistency.
Affordable, sustainable GPU cloud for AI model training and deployment with instant scalability.
Affordable, scalable API access to Flux.1 models for advanced image generation and editing.
An AI assistant capable of reasoning, instructions following, and idea visualization.
Tilores is an AI agent designed for optimized content generation and automated workflows.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
TrendEdge AI provides advanced financial insights utilizing alternative data sources for smarter investments.
Generate professional-grade AI headshots quickly from your selfies at HeadshotWork.
Transform your Threads growth with AI-powered content creation and analytics.
January AI provides predictive glucose monitoring and personalized health insights without a CGM.
Hint offers hyper-personalized astrological guidance using NASA data and professional astrologers.
Swipe Insight delivers curated digital marketing and analytics insights with an AI-powered personalized feed.
HubbleIQ provides AI-driven remote technical support to quickly resolve issues and improve user experience.
AI-powered news app offering personalized feeds with summaries, videos, audio, and research.