Building a Multi-Session Tutoring Assistant with Spring AI

Full-Stack Engineering

Transform your tutoring assistant into a robust, multi-session, student-aware service using Spring AI! In this course, you’ll design a personalized tutoring backend with Spring Boot and DeepSeek, implement enhanced system prompts, manage per-student sessions, and build RESTful APIs for session and conversation handling—enabling scalable, interactive academic support for every learner.

DeepSeek

Java

Spring Boot

See path

4 lessons

17 practices

2 hours

Back-End and API Development

Course details

Enhancing the System Prompt

Preview

Loading the System Prompt

Testing System Fallback

Adding Relevant Information

Shaping the Guidelines

Adding Business Constraints

Defining Tutor Requirements

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Next Course: Developing an Interactive Tutor Interface for Spring AI

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Francisco Aguilar Meléndez

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From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11