🌟 Day 24: Exploring Spring AI and Building a RAG System with GPT-4 🌟
Hello TH-cam! 👋
It’s Day 24, the grand finale of the Spring Boot Advent of Code series, and we’re closing with something truly exciting: Spring AI and building a Retrieval-Augmented Generation (RAG) system with GPT-4! 🤖✨
Here’s what we covered in this thrilling final episode:
✅ Introducing Spring AI for integrating AI models into Spring Boot applications.
✅ Setting up a Retrieval-Augmented Generation (RAG) system to enhance GPT-4’s responses with custom domain knowledge.
✅ Integrating a knowledge base with Spring AI and GPT-4 for real-time question answering.
✅ Handling queries by fetching relevant documents and enriching the AI’s context for better responses.
Why this matters: Combining the power of AI with Spring Boot opens up a world of possibilities for creating intelligent, context-aware applications. RAG systems make AI even more reliable and practical for specific use cases.
What’s your take on AI in application development? Are you exploring AI integrations in your projects? Let’s discuss in the comments!
Thank you for joining this journey through the Spring Boot Advent of Code series. Your support made it incredible! 🎉
#SpringBoot #SpringAI #GPT4 #RAG #ArtificialIntelligence #Java23 #AdventOfCode #backenddevelopment
🔗 Resources & Links mentioned in this video:
GitHub Repo: github.com/mikrethor/adventofcode2024
🎬 All the videos for Advent of Spring Boot:
DAY 1: Create a Spring Boot app - th-cam.com/video/4wXbgwXbpLI/w-d-xo.html
DAY 2: Add endpoints - th-cam.com/video/qeO1jQ1NxkM/w-d-xo.html
DAY 3: Handle http code response - th-cam.com/users/liveJ1xApH7iWE8
DAY 4: Use RouterFunction instead of RestController - th-cam.com/users/liveaMnop_HB91g
DAY 5: Error handling - th-cam.com/video/bLJbBKwXMY4/w-d-xo.html
DAY 6: Customize error payload with ProblemDetail - th-cam.com/video/sRoYsksX-2Y/w-d-xo.html
DAY 7: Add a real db (PostgreSQL) - th-cam.com/video/HzsifEcrGPA/w-d-xo.html
DAY 8: Unit testing with Mockito - th-cam.com/video/rmybE5tcObM/w-d-xo.html
DAY 9: Integration test with MockMvc - th-cam.com/video/poQKwapvd4U/w-d-xo.html
DAy10: Integration test with RestAssured - th-cam.com/video/_GiHWgPSfs0/w-d-xo.html
DAY11: Integration test with TestContainers - th-cam.com/video/tf1gJ2sa5GQ/w-d-xo.html
DAY12: Document your API with Swagger Doc - th-cam.com/video/i03wRCSlpR0/w-d-xo.html
DAY13: Document your API with Spring Rest Doc & eDocs - th-cam.com/video/_4CFuV1IlTc/w-d-xo.html
DAY14: Properties Configuration with record - th-cam.com/video/7tGodZHWGfI/w-d-xo.html
DAY15: Fields Validation - th-cam.com/video/wn8xJkdCrss/w-d-xo.html
DAY16: Build your API with a Dockerfile - th-cam.com/video/-iRWutNq3qA/w-d-xo.html
DAY17: Build your API with buildpacks - th-cam.com/video/UWB8Sm9U2zg/w-d-xo.html
DAY18: Build your API with buildpacks & GraalVM - th-cam.com/video/WLtA_nfZrzk/w-d-xo.html
DAY19: Monitor your api with actuator - th-cam.com/video/5T8rEbIrih4/w-d-xo.html
DAY20: Custom metrics with avtiuator and Micrometer - th-cam.com/video/wpva1Cgz5wo/w-d-xo.html
DAY21: Communicate with another API - the RestClient - th-cam.com/video/qyZeYxwWfyw/w-d-xo.html
DAY22: Communicate with another API - the Http Interface - th-cam.com/video/fIp_-TMIjvE/w-d-xo.html
DAY23: Improve UX with caching - th-cam.com/video/jA6d1mz1sHk/w-d-xo.html
DAY24: Supercharge your API with Spring AI - RAG - th-cam.com/video/WdZb0GinMNU/w-d-xo.html
👋🏻 Connect with me:
Website: www.xavierbouclet.com
Twitter: x.com/XavierBOUCLET
Github: github.com/danvega
LinkedIn: www.linkedin.com/in/🇨🇦-xavier-bouclet-667b0431/
SUBSCRIBE TO MY CHANNEL: www.youtube.com/@xavierbouclet/?sub_confirmation=1 ❤️