HolmesJJ / chatbot-tutorial

Chatbot Tutorial

What Will We Learn

• ChatGPT: State of the Art Techology
• Frontend Development: HTML, CSS, JavaScript
  • HTML, CSS, JavaScript -> React -> React Native (Mobile APP development)
  • JavaScript -> TypeScript
• Backend Development: Python, MongoDB
  • Python -> Data Science
  • MongoDB: NoSQL is the future development trend, has better performance, and is more suitable for processing big data.

Lessons

Lesson 2

• OpenAI ChatGPT Demo
• Prompt Engineering
  • How to ask ChatGPT, so that the ChatGPT will generate more accurate answers
  • Without Prompt Engineering

    how many calories for one orange?
    

  • With Prompt Engineering

    For examples:
    Input:
    how many calories for one apple?
    Output:
    95
    
    Now please do for this input:
    Input:
    how many calories for one orange?
    Output:
    

• Install MongoDB, Anaconda, PyCharm, Postman
• Get ChatGPT Key
• Coding Project Part 1: Backend Development using Python, MongoDB and OpenAI ChatGPT, Testing using Postman
• Homework (Review recording, try to implement the code by yourself)

Lesson 3

• Coding Project Part 2: Frontend Development using HTML, CSS, JavaScript
• Homework (Review recording, try to implement the code by yourself)

Quick Start

Database

1. Install MongoDB following the link.

# macOS User
brew tap mongodb/brew
brew install mongodb-community@4.4

2. Install MongoDB Compass (GUI) following the link.

Python

1. Install Anaconda following the link.

2. Create and activate environment using the following commands.

# Create Python environment
conda create --name chatbot-tutorial python=3.10.10

# Check Python environment
conda info --envs

# Activate environment
conda activate chatbot-tutorial

# Deactivate environment
conda deactivate

# Remove environment
conda remove -n chatbot-tutorial --all

3. Install requirements.txt.

pip install -r /path/to/requirements.txt

4. Install PyCharm following the link.

5. Install Postman following the link.