Overview

This is the updated code for the projects from Building AI Applications with ChatGPT APIs book by Martin Yanev after the openai library revamp in Oct/Nov 2023. This code works as of 23 February 2024.

(https://github.com/PacktPublishing/Building-AI-Applications-with-ChatGPT-APIs)

Within each folder,

Step 1: create config.py file to store your openai API_KEY

Step 2: Install required dependencies with

pip install requirements.txt

Step 3:Run the app with

python3 app.py

Sample results for the relevant projects can be found within the respective folders

2 ChatGPT CLone

5 Quiz Generator App with Django

python3 manage.py runserver

6 Language Translator App

8 Powerpoint Generator with ChatGPT and DALLE API

• 1 slide generated per paragraph;
• paragraphs to be separated by '\n\n'

11 Models Cost Estimation and Performance Analysis

• jupyter notebook

12 Fine Tuning

• jupyter notebooks

Chapter12_helper.ipynb has helper functions to convert train_data.json into train_data_prepared.jsonl; training file required to be in the format as specified in train_data_prepared.jsonl for fine-tuning

Chapter12_fine_tune.ipynb uses train_data_prepared.jsonl for fine-tuning.

Helpful resource for openai API migrations

openai/openai-python#742

Other information

Currently no intention to do Chapter 3/4 Code Bug Fixer, Chapter 7 Outlook Email Automatic Reply Generator, Chapter 10 Whisper please refer to the original repository for these: https://github.com/PacktPublishing/Building-AI-Applications-with-ChatGPT-APIs