Creating a Personal Tutor with DeepSeek and PHP

סקירה כללית

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.

סילבוס

• Unit 1: Sending a Simple Query to DeepSeek
Sending Your First Message to DeepSeek
Switching to a Different DeepSeek Model
Fix the API Response Bug
Complete Your First DeepSeek AI Interaction
• Unit 2: Customizing AI Tutor Responses with Model Parameters
Testing Default AI Behavior Without Parameters
Controlling Response Length with max_tokens
Adding the Temperature Parameter
Experimenting with High Temperature Settings
Adding Presence Penalty to Encourage Topic Diversity
Minimizing Repetition with Frequency Penalty
• Unit 3: Message Types and Session History
Starting a Conversation with DeepSeek
Sending Your First Query with Conversation History
Building a Conversation with DeepSeek
Visualizing Conversation History
Enhancing the sendQuery Function
• Unit 4: Personalizing Your Tutor with System Prompts
Creating a New AI Persona with System Prompts
Maintaining AI Persona Across Multiple Interactions
Fix the System Prompt Bug
Create a Custom AI Persona
• Unit 5: Managing Multiple Tutoring Sessions
Creating Unique Chat Sessions
Implementing a Chat Session Message Handler
Integrating DeepSeek's Language Model for Dynamic Chatbot Responses
Managing Multiple Chat Sessions

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נושאים

Computer Science