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Creating a Personal Tutor with DeepSeek in Rust

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Details

Provider

CodeSignal
Pricing

Free Certificate
Languages

English
Certificate

Certificate Available
Duration & workload

3 hours
Sessions

On-Demand
Level

Intermediate

Found in

Part of

Building a Personal Tutor with DeepSeek and Rust

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

Modify the Prompt to Request a Fun Fact
Model Selection for Improved Reasoning
Creating Messages and Requests
Fixing the API Response Bug
Completing a Basic OpenAI API

Unit 2: Exploring Model Parameters

Exploring Default AI Behavior
Controlling Max Tokens
Adjusting the Temperature
Exploring High Temperatures
Enhancing Dialogue Diversity with Presence Penalty
Minimizing Repetition with Frequency Penalty

Unit 3: Message Types and Session History

Initializing Conversation History with a User Message
Passing Conversation History to DeepSeek
Building a Conversation History
Visualizing Conversation History
Enhancing Conversation History Management

Unit 4: Personalizing Your Tutor with System Prompts

Transforming Personas with System Prompts
Maintaining Persona Over Multiple Interactions
Fix the System Prompt Bug
Creating a Persona-Driven Conversations

Unit 5: Managing Multiple Tutoring Sessions

Managing Unique Chat Sessions with UUIDs
Managing Chat Sessions with Fixed Responses
Integrating DeepSeek Models
Managing Multiple Chat Sessions with Distinct Histories

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