Creating a Personal Tutor with DeepSeek in Go

Overview

Dive into the world of AI tutoring by building a personal tutor using DeepSeek! Learn how to send queries, tweak API settings, manage tutoring sessions, and craft effective system prompts—all to offer tailored educational guidance.

With DeepSeek's API (compatible with the OpenAI SDK), you can quickly transition from theory to an interactive tutoring solution.

Syllabus

• Unit 1: Sending a Simple Query to DeepSeek Using Go
Sending Your First Message to DeepSeek
Switching from DeepSeek-V3 to DeepSeek-R1 for Better Reasoning
Fixing a Bug in OpenAI API Response Handling
Completing a Chat Completion Request with DeepSeek-V3
• Unit 2: Customizing DeepSeek Responses with Model Parameters in Go
Testing Default AI Behavior with Basic Parameters
Limiting Response Length with MaxTokens Parameter in OpenAI API
Adding Temperature Parameter to Control AI Creativity
Experimenting with High Temperature Settings in AI Models
Adding Presence Penalty to Encourage Topic Diversity in AI Responses
Minimizing Repetition with FrequencyPenalty Parameter
• Unit 3: Message Types and Session History in Go
Initializing Conversation History with a User Message
Sending a Query to the AI Assistant
Building Conversational Context with Follow-up Questions
Visualizing Conversation History in Go
Implementing a SendMessage Function for Conversation Management in Go
• Unit 4: Personalizing Your Tutor with System Prompts in Go
Customizing AI Personas with System Prompts
Maintaining AI Persona Across Multiple Interactions
Fixing System Prompt Role in Go Chat Application
Creating AI Personas with System Prompts
• Unit 5: Managing Multiple Tutoring Sessions with DeepSeek in Go
Implementing a Tutoring Session Management System in Go
Implementing a Chat Session Message Handler in Go
Integrating DeepSeek's Language Model for Dynamic Chatbot Responses
Managing Multiple Tutoring Sessions

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Subjects

Computer Science