1. Introduction - Text Completion App FREE CHAPTER

• Promo Video
• Course Curriculum
• OpenAI Journey
• How ChatGPT Works
• Models Performance and Pricing
• Create an OpenAI Account and Get Your API Key
• Create a Completion App (Part 1)
• Create a Completion App (Part 2)
• Create a Completion App (Part 3)
• Tokenizer and Usage Limits
• Gpt-4 Key

2. Use ChatGPT

• Text Completion
• Text Compression
• Text Segmentation
• Information Extraction
• Keyword Extraction
• Question Answering
• Text Classification
• Sentiment Analysis
• Emotion Detection
• Tone Analysis
• Content Filtering
• Conversation and Role Prompting
• Code Generation
• Reasoning
• Text Translation
• Paraphrasing
• Language Correction

3. OpenAI API Parameters

• Temperature
• max_tokens
• Stop Sequences
• N Parameter
• Echo Parameter
• Top Parameter
• Frequency and Presence Penalty

4. OpenAI Streams

• Introduction
• Start a Stream
• Listen to Events
• Respond to Events

5. Prompt Engineering

• Be Specific
• Provide Context
• Use Separators
• Specify Response Length
• Reduce Fluffy Descriptions
• Specify Response Format
• To Do / Not to Do
• Zero Shot, One Shot, and Few Shot Concepts
• Chain of Thought Prompting
• Think Step by Step
• Use Roleplay
• Use References
• Handholding the Language Model

6. PDF Book Summarizer App

• Introduction
• Build the User Interface
• Extract PDF Text Part 1
• Extract PDF Text Part 2
• Split PDF to Chunks
• Summarization Process

7. Chat API - Live Weather App

• Chat Versus Completion API
• Your First Chat Request
• Chat Versus Completion API Models and Pricing
• GPT4 Versus GPT3
• Function Calling - Released June 2023
• Live Weather App Request Chain - 1
• Live Weather App Request Chain - 2
• Live Weather App Request Chain - 3

8. Chatbot App: Chat with Einstein, Bill Gates, and More!

• Introduction
• User Interface
• Messages Part 1
• Messages Part 2
• Personalities

9. Embeddings - Similarity App

• Introduction
• Preparation
• Calculate Embeddings
• Cosine Similarity
• Cost Calculation

10. Book Recommendations App

• Introduction
• Dataset
• Calculate Embeddings Part 1
• Calculate Embeddings Part 2
• Get Embeddings
• User Interface
• Find Nearest Neighbors
• Display Books
• Plot Books in 2D Map Using Atlas

11. Chat with PDF App: Chat with Any PDF Document

• Introduction
• Extract PDF Text and Split It into Chunks
• Calculate Embeddings and Store Them Inside Database Table
• Build the Chat Container
• Handle Submitted Messages
• Calculate Text Embedding and Find Nearest Neighbors
• Build the Context and Send Chat API Request

12. Text to Image App Using DALL-E

• Introduction
• Image Creation
• Display Images
• Save an Image

13. Image Editing App Using DALL-E and Canvas

• Introduction
• User Interface
• Handle Image Upload
• Change Canvas Background
• Draw Dots Inside Canvas
• Draw Mask Inside Canvas
• Server Request
• Save Uploaded Image
• Save Masked Image
• Edit Masked Image

14. Image Variations App Using DALL-E

• Introduction
• Generate Image Variations

15. Audio to Text App Using Whisper

• Introduction
• User Interface
• Handlers
• Save Audio File
• Transcribe Audio

16. Audio Translation App Using Whisper

• Translation

17. Speech to Text App Using Whisper

• Introduction
• Transcribe Speech

18. Speech Translation App Using Whisper

• Translate Speech