Introduction
π€ Spring AI β Bringing AI Magic to Your Spring Appsβ
Ever wanted to sprinkle some AI magic into your Spring applications without losing your sanity? Well, say hello to Spring AI β your AI-powered sidekick that makes working with LLMs (Large Language Models) a breeze! π Inspired by LangChain4j and LlamaIndex, Spring AI helps you seamlessly integrate AI capabilities into your existing or new Spring projects.
Much like JdbcTemplate or RestClient, Spring AI hides all the mind-numbing complexities of dealing with LLMs from top vendors like OpenAI, Microsoft, Amazon, Google, and Hugging Face. You focus on coding; Spring AI does the heavy lifting! πͺ
π οΈ How Does It Work?β
Spring AI provides high-level interfaces like:
- ChatModel β Because talking to AI should be fun!
- ImageModel β AI-generated images? Yes, please! π¨
- VectorStore β Storing AI knowledge like a pro!
Each module is tailored to work with specific LLMs, and you can import only what you need. No AI bloatware here! π
π What Youβll Learnβ
Spring AI is packed with goodies! Check out these tutorials to become an AI ninja:
π 1. Getting Startedβ
- Spring AI: The Basics β Your first AI-powered Spring app!
- Spring AI PromptTemplate β Custom prompts like a pro.
- Spring AI Structured Output Converters β AI but with structure.
- Ollama Local Setup and Spring AI Integration β AI on your local machine!
π€ 2. Modelsβ
- Spring AI EmbeddingModel β Smarter text searches.
- Spring AI ImageModel (Text-to-Image) β AI-generated artwork! π¨
- Spring AI SpeechModel (Text-to-Speech) β Give your AI a voice!
- Spring AI AudioTranscriptionModel (Speech-to-Text) β AI that listens. π
π 3. Vector Storeβ
- Spring AI and PgVectorStore Examples β PostgreSQL meets AI!
- Spring AI VectorStore with ChromaDB β AI knowledge storage!
π 4. Advanced Featuresβ
- Spring AI Function Calling Example- @Deprecated β AI that executes functions. π€―
π 5. ETL Pipelineβ
- Spring AI ETL Pipeline Example β Extract, Transform, AI!
- ETL Pipeline using Spring Cloud Function β Cloud-powered AI magic!
π₯ 6. Use Casesβ
- Query Relation Database using GenAI and Spring AI β AI-powered database queries!
- Spring AI RAG Example with Chatbot UI β AI that remembers stuff!
π Ready to supercharge your Spring apps with AI? Letβs dive in and make some AI-powered awesomeness happen! π‘
π¬ Got questions? Drop them in the comments, and letβs geek out together!
Happy Learning & Coding! ππ