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CodeSignal

Building a Personal Tutor Service With DeepSeek and Express

via CodeSignal

Overview

Transform your tutoring AI into a scalable service using Express! In this course, you'll learn to build, test, and integrate all components into a cohesive Express application. With DeepSeek powering your tutoring engine through the OpenAI SDK, you'll deliver personalized academic support at scale.

Syllabus

  • Unit 1: Developing a Robust System Prompt for a Personal Tutor in JavaScript
    • Implementing System Prompt Loading for a Chatbot
    • Testing Error Handling in System Prompt Loader
    • Updating AI Tutor Support Information
    • Adding Guidelines to the Learn Tutoring Chatbot System Prompt
    • Adding Constraints to a Chatbot System Prompt
    • Adding Requirements Section to Chatbot System Prompt
  • Unit 2: Building the Session Manager in JavaScript
    • Implementing Session Management Methods
    • Implementing the getConversation Method for Session Management
    • Implementing Message Addition Functionality in SessionManager
    • Adding Messages and Retrieving Conversations with SessionManager
  • Unit 3: Building the Tutor Service Layer in JavaScript
    • Implementing the createSession Method in TutorService
    • Implement Query Processing for Tutoring Service
    • Implement AI Response Generation in TutorService
    • Test AI Context Retention with Follow-up Questions
    • Creating Multiple Independent Tutoring Sessions
  • Unit 4: Streamlining Student Interaction with TutorController in JavaScript
    • Implementing the ensureStudentSession Method for Student ID Management
    • Implementing the createSession Method in TutorController
    • Implementing the sendQuery Method in TutorController
  • Unit 5: Serving Your Personal Tutor with a RESTful API Using Express.js
    • Setting Up a Basic Express Server for a Personal Tutor Service
    • Implementing Express Session Management in Tutoring Application
    • Implementing a POST Route for Creating Tutoring Sessions
    • Implementing the Send Query API Endpoint

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