Building a Multi-Session Tutoring Assistant with Spring AI

Overview

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.

Syllabus

• Unit 1: Enhancing the System Prompt
Loading the System Prompt
Testing System Fallback
Adding Relevant Information
Shaping the Guidelines
Adding Business Constraints
Defining Tutor Requirements
• Unit 2: Managing Multiple Sessions
Creating a Session
Session-Based Question Handling
Session Listing and History
Delete and List Sessions
• Unit 3: Personalizing System Prompts
Personalizing Sessions
Exploring Tutor Templates
Enabling Direct Answers
Design Your Own Tutor Persona
• Unit 4: Building the Tutor Controller
Sending Curl Requests
Handling Incoming Requests
Enabling DeepSeek Thinking

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Subjects

Programming