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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.

Tech Stack
RAG Vector DB Embeddings Spring AI Data AI
Andreas Olsson

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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End clients I've trained

Academic Work
Handelsbanken
Scania
Swedbank
CGI
SEB
Related Testimonials

Active Learning in practice

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

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Take the next step

Ready to elevate your
team's expertise?

Book a single workshop, combine modules into a package, or plan a full-scale bootcamp. My training is built on proven standard modules, ready to be delivered immediately to your team, regardless of your location.

  • Expert standard modules for senior teams
  • Global delivery across all time zones
  • Fixed group rate for up to 12 participants (remote)
  • Flexible delivery: Remote or On-site

Get in touch for a quote or to discuss availability.