spring ai

Enterprise RAG with Spring AI

Master Retrieval-Augmented Generation for your internal documents.

Expected Outcome

A functional RAG pipeline that can be searched and presented from your internal documents.

Target Audience

Teams wanting to use private data to build secure AI solutions in Spring Boot today.

Prerequisites

Basic knowledge of Spring AI equivalent to the Jumpstart workshop is required now.

Curriculum & Highlights

→ RAG Architecture

→ Vector Databases (PGVector)

→ Embeddings & Vectorization

→ Ingestion Pipelines

→ Similarity Search

Detailed Description

For an AI to be genuinely useful in a professional environment, it needs access to unique company knowledge. The challenge lies in retrieving the right data, vectorizing it, and presenting it to the model as relevant context at the right moment without compromising security or search performance today. This workshop focuses entirely on the RAG architecture in Spring AI through Active Learning. We work practically with vector databases like PGVector, implement embeddings, and build document ingestion pipelines for your needs. Participants learn similarity search and prompt contextualization to deliver accurate, source-based answers based on the company's own documents and PDF files. We build a solution where your AI stops guessing and instead provides answers based on verified internal facts in a stable and scalable architecture for Enterprise environments here today.

Recommendation & Next Steps

Make your AI proactive with the 'AI Agents & Tools Foundations' workshop next.

Format Workshop

Duration 1 day

Level Professional

Instructor Andreas Olsson

Price per group $2,900

Standard price per group (up to 12 participants) for remote delivery. Additional costs apply for onsite delivery.

Get Quote & Book Download Overview (PDF)

Tech Stack

RAG Vector DB Embeddings Spring AI Data AI

Your Instructor

Andreas Olsson

Expertise through Active Learning

Java and the Spring Framework have been my core focus for over 20 years. Today, my mission is primarily to help organizations step into the future by integrating intelligent agents and AI-driven features into modern Java systems.

Actlea stands for Active Learning – the philosophy that programming is best learned by writing code, not by watching slides. My workshops focus on intensive, hands-on exercises designed to solve real-world problems.

I deliver proven training concepts globally across all timezones. While I specialize in remote delivery, I love to travel for onsite workshops. My modules are ready for immediate impact but can be tailored to your team's specific requirements.

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Java • Spring Boot • Spring AI

End clients I've trained

Related Testimonials

Active Learning in practice

See how my expertise has helped developers master the tech stack.

"I have had the pleasure of having Andreas as a trainer at Academic work/Brights academy in Java, winter 22/23. The training was rich in content and incredibly fun. I have learned much more than I expected during the training."

"Very pleased with Andreas. He covered all the objectives, he had a good spirit and was knowledgeable. I think sometimes the exercises had too much of a walkthrough beforehand, so they were not so difficult to do. But I loved that we got time for both breaks and to do exercises. If these were not clearly separated it would be easy to spend all time doing exercises and breaks are important! It would be great to have the course in person, it is difficult to keep focus over teams, but for being a full-week teams course I am very pleased. Rated 5 out of 5."

"Andreas has great energy and a good way of teaching. He could sense if we could move forward faster or needed to go through something a little more. I wish my previous teachers had been more like Andreas."

"Andreas is an incredibly competent person with a lot of positive energy. I wish we had more weeks together because I learned an incredible amount from him and really appreciated his way of teaching."

"Thank you for supporting and motivating, but above all for believing in what one has done and being encouraging. It is really fun to be a student when you have a teacher who is passionate about what he does. Without doubt the best teacher during the Java program!"

"Andreas is a very pedagogical teacher who cares about the development of all his students. Andreas strength as a teacher is to see each individual student and thereby more easily help those who need extra support as well as those students who need greater challenges. Andreas is also responsive to the students' wishes and adapts the material accordingly."

"I had the pleasure of having Andreas as a teacher when I went to AW academy last fall. I found him to be incredibly knowledgeable and educational throughout the course. 5/5 stars"

"An engaging and humorous presenter with a great deal of knowledge about the subject. Rated 5 out of 5."

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