Building a Project with the ChatGPT API

Introduction

• Introduction to the OpenAI API
• Review the OpenAI API scenario

1. Understanding the OpenAI Platform

• Explore the OpenAI platform
• Understand generative AI models
• Access models using the OpenAI API

2. Exploring the OpenAI API

• Create chatbots using chat completion
• Generate text using text completion
• Measure relatedness using embeddings
• Turn audio into text using Whisper
• Generate images using DALL-E
• Customize a model using fine-tuning
• Examine key concepts
• Understand pricing models

3. Setting Up Your Environment

• Install Python and Jupyter Notebook
• Sign up for an OpenAI API account
• Test the APIs

4. Writing a Prompt for ChatGPT

• Explore chat completion API call
• Review chat completion API response
• Challenge: Build a dialog using chat completion
• Solution: Build a dialog using chat completion

5. Constructing a Multi-Turn Conversation with ChatGPT

• Construct a multi-turn conversation
• Challenge: Generate tweet content using chat completion
• Solution: Generate tweet content using chat completion

6. Generating an Image Using DALL-E

• Explore images API call
• Review images API response
• Challenge: Generate images using images API
• Solution: Generate images using images API

7. Integrating with the Twitter API

• Sign up for a Twitter API account
• Explore Twitter API call and response
• Challenge: Post a tweet using the Twitter API
• Solution: Post a tweet using the Twitter API

8. Troubleshooting Errors and Getting

• Understand common error codes
• Get from the community

9. Effectively Managing API Costs

• Manage your spend

Conclusion

• Your OpenAI API journey