🤖 Spring AI Learning Module

Welcome to the Spring AI Learning Journey!
This hands-on project integrates Spring Boot with OpenAI, vector databases, local models, and AI-enhanced features like audio, image, and prompt engineering.

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📚 Topics Covered

🟢 Getting Started

• ✅ Spring AI Introduction
• 🤔 Why Spring AI?
• 📄 Spring AI Docs
• 🔁 Spring AI Version Update
• 🚀 Creating a Spring AI Project

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🔑 OpenAI Integration

• 🔐 Create OPENAI API Key
• 🧠 Asking Questions to OpenAI Model
• 💬 Working with ChatClient
• 🧾 ChatResponse and MetaData
• 🧱 ChatClient Builder

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🧠 Memory & Prompt Engineering

• 🧠 Spring AI Memory Advisor
• 🖥️ Running Models Locally with Ollama
• 🧾 Prompt Template
• ⚙️ Implementing Prompt Template

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🧬 Embeddings & Vector Stores

• ❓ What are Embeddings?
• 🌐 Embedding using API Client
• 🧩 Embedding using Spring AI
• 📐 What is Cosine Similarity?
• 🧮 Cosine Similarity Implementation

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📦 Vector Database Integration

• 🧠 Vector Database Introduction
• 🔍 Simple Vector Store
• ✂️ Token Text Splitter
• 🐘 PGVector Store Intro
• ⚙️ PGVector Store Configuration
• 🛠️ PGVector Store Implementation
• 🔴 Redis Vector Store Config
• 🧰 Redis Vector Store Implementation

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🧠 Retrieval-Augmented Generation (RAG)

• ❓ What is RAG?
• ⚙️ RAG Implementation

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🖼️ OpenAI Image Models

• 🧠 ImagePrompt and Response
• 🎨 Image Options
• 🖼️ Describe Image
• 🧑‍💻 Implementing Describe Image

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🎙️ Audio Models

• 🔊 Audio Models Introduction
• 🎧 Audio Transcription (Speech to Text)
• 📝 Speech to Text Part 2
• ⚙️ Audio Transcription Options
• 🗣️ Audio Speech Model (TTS)
• 🧩 Audio Speech Options

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🧾 Structured Output Conversion

• 🔄 Structured Output Converter
• 📋 List Output Converter
• 🫘 Bean Output Converter
• 🫘 Bean Output Converter with List

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🧠 Powered By

• Spring Boot
• Spring AI
• OpenAI API
• Ollama
• PGVector / Redis
• Java 21

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👨‍💻 Author

Built with 💚 by Ritik Kumar
📬 Contact: ritikkumar142002@gmail.com