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OpenAI API Bible Volume 2

OpenAI API Bible Volume 2

Quiz Part II

Chapter 1: Image Generation and Vision with OpenAI Models

1.1 Prompt-Based Image Generation with DALL·E 3

1.2 Editing and Inpainting with DALL·E 3

1.3 Vision Output Capabilities in GPT-4o

Practical Exercises — Chapter 1

Chapter 1 Summary

Project: Visual Story Generator: GPT-4o + DALL·E image flow based on prompt narrative

1. Skills You'll Practice

2. Example Use Case

3. Setup and Complete Code

4. Step-by-Step Explanation (Referencing the Code Above)

Chapter 2: Audio Understanding and Generation with Whisper and GPT-4o

2.1 Uploading Audio Files

2.2 Transcription and Translation with Whisper API

2.3 Speech Understanding in GPT-4o

2.4 Voice-to-Voice Conversations

Practical Exercises — Chapter 2

Project: Voice Assistant Recorder — Use Whisper + GPT-4o to Transcribe, Summarize, and Analyze

Skills You’ll Practice

Example Use Case

Optional Extensions

Chapter 3: Embeddings and Semantic Search

3.1 Understanding Text Embeddings

3.2 When to Use Embeddings

3.3 Using FAISS for Basic Vector Search

3.4 Intro to Pinecone and Other Vector Databases

Practical Exercises — Chapter 3

Quiz Part I

Chapter 4: Building a Simple Chatbot with Memory

4.1 Flask and Streamlit Implementations

4.2 Creating Interactive User Interfaces

4.3 Implementing Session-Based Chat Memory

Practical Exercises — Chapter 4

Chapter 4 Summary

Project: Building a Simple Chatbot with Memory

Project Description

Technologies Used

Chapter 5: Image and Audio Integration Projects

5.1 DALL·E + Flask Web App

5.2 Interactive Image Generation with Flask

5.3 Whisper-Powered Voice Note Transcriber

5.4 Audio Sentiment Analysis with OpenAI

5.5 Basic Integration of Multiple Modalities

Chapter 6: Cross-Model AI Suites

6.1 Combining GPT + DALL·E + Whisper

6.2 Building a Creator Dashboard

6.3 Automating Summaries, Transcriptions, and Images

6.4 Deploying and Maintaining Your Multimodal App

Practical Exercises — Chapter 6

Quiz Part II

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Quiz Part II

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