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CodeSignal

Building a Multi-Session Tutoring Assistant with Spring AI

via CodeSignal

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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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