Local LLM Setup with Docker + Spring Boot

In this video, we will learn how to run LLMs locally using Docker Model Runner and integrate them with a Spring Boot application.

Instead of using OpenAI APIs, we will run AI models like Gemma, Mistral, and Phi locally inside Docker containers.

🔹 Topics Covered:
00:00 – Introduction
03:00 – Prerequisites
04:45 – Docker Setup
05:55 – Run LLM Model
09:55 – Spring Boot Integration
13:15 – Testing with Postman

🔥 What you will learn:
- Docker Model Runner setup
- Running local LLM models (Gemma, Mistral, Phi)
- Spring AI configuration with local endpoint
- Using dummy API key in Spring AI
- REST Template alternative approach
- End-to-end testing using Postman

🚀 Why use Local LLM?
- No API cost
- Better data privacy
- Fully local execution
- DevOps-friendly architecture

💻 Tech Stack:
Spring Boot | Docker | Spring AI | REST API | Java

📦 GitHub Code:
https://github.com/ptpankaj44/docker-llm-springboot

🎓 Docker Full Series:
https://youtu.be/QWSRFXEE4PQ?si=KP-0h-5E3x5lqz_O

▶️ Spring Boot + Ollama:
https://youtu.be/qRB4lMEeLbY?si=1QPlBFj8yIdo42vM

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#Docker #SpringBoot #LLM #AI #Java #DevOps #LocalAI #Microservices #SpringAI #DockerAI

Видео Local LLM Setup with Docker + Spring Boot канала Code2CloudX