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CodeSignal

Building a Personal Tutor Service With Django

via CodeSignal

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Overview

Transform your tutoring AI into a scalable service using Django! In this course, you’ll learn to build, test, and integrate all components into a cohesive Django 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
    • Loading and Using a System Prompt in a Chatbot
    • Testing Error Handling in TutorService
    • Update Tutor System Prompt Information
    • Adding Guidelines to the Educational Tutor System Prompt
    • Adding Constraints to System Prompts and Testing Price Request Handling
    • Adding Requirements Section to Chatbot System Prompt
  • Unit 2: Building the Session Manager
    • Implementing Session Management Methods
    • Implementing Conversation Retrieval in Session Manager
    • Implementing Message Addition to Session Manager
    • Adding and Retrieving Messages in a Session
  • Unit 3: Building the Tutor Service Layer
    • Implementing Session Creation for Personal Tutoring Service
    • Implementing the Process Query Method in TutorService
    • Implementing AI Response Generation in TutorService
    • Testing AI Tutor Context Retention Across Multiple Interactions
    • Creating Independent Tutoring Sessions
  • Unit 4: Managing Student Interactions with Function-Based Views
    • Implementing ensure_student_session for Django Session Management
    • Implementing the index in Django URLs
    • Implementing a Django View for Tutoring Session Creation
    • Testing the create_session Django View
    • Implementing the send_query_view Function for Student-Tutor Communication
    • Testing the complete API

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