Building a Personal Tutor Service With FastAPI

Overview

Transform your tutoring AI into a scalable service using FastAPI! In this course, you’ll learn to build, test, and integrate all components into a cohesive FastAPI 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 System Prompts from Files for Chatbot Conversations
Testing Error Handling for System Prompt Loading
Updating AI Tutor Support Information in System Prompt
Adding Guidelines to a Chatbot System Prompt
Adding Constraints to a System Prompt
Adding Requirements Section to Chatbot System Prompt
• Unit 2: Building the Session Manager
Implement Session Creation and Retrieval Methods
Implementing Conversation Retrieval in the Session Manager
Implementing Message Addition in Session Manager
Adding Messages and Retrieving Conversations with SessionManager
• Unit 3: Building the Tutor Service Layer
Implementing Session Creation in the Tutor Service
Implementing Query Processing for Tutor Service
Implement AI Response Generation with DeepSeek in TutorService
Testing Context Retention in AI Tutor Conversations
Creating Multiple Tutoring Sessions for a Student
• Unit 4: Streamlining Student Interaction with Tutor Controller
Implementing Student Session Management in TutorController
Implementing the Create Session Method in TutorController
Implementing the send_query Method in TutorController
• Unit 5: Serving Your Personal Tutor with a RESTful API Using FastAPI
Building a Simple FastAPI Welcome API
Implementing Session Management in FastAPI TutorController
Implementing a Tutoring Session Creation Route in FastAPI
Implementing the Send Query API Endpoint for the Tutor Service

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Subjects

Programming