ChatGPT. Mastering conversations with artificial intelligence

Descriere

ChatGPT stands out as a unique application within the Generative AI domain. It is specifically designed for generating and processing text and is primed for conversational interaction. Such tools are broadly termed Large Language Models, or LLMs for short, and they evolve at an astonishing rate. This book primarily delves into ChatGPT LLM and the DALL‑E image generator, both luminaries in the world of Generative AI. ChatGPT was unveiled by OpenAI in November 2022. Made freely available to the public, its reception was overwhelmingly positive, amassing one hundred million users in merely two months. What makes Generative AI so transformative? It is the first technology that allows us to delegate tasks requiring human‑like intelligence. This ushers in an era where machines not only execute predefined actions but also conceive original ideas, making informed decisions and sparking innovations.

The prompts from the book can be downloaded from www.jacaranda.ro.

Updates to the book’s content can be found at www.dumitruradoiu.substack.com.

CONTENT

About the Author / Disclaimer / Introduction / 1. ChatGPT – Your New AI Assistant // 1.1 Overview // 1.2 Architecture // 1.3 Capabilities // 1.4 Limitations / 2. Getting Started // 2.1 Setting Up ChatGPT // 2.2 The Art of Prompting // 2.3 General Tips for Crafting Prompts // 2.4 Preserving Your Conversations // 2.5 Hands‑on Exercises / 3. Prompt Design // 3.1 Prompt Structure // 3.2 Guiding Conversation with Custom Instructions // 3.3 Context Memory // 3.4 Prompting Good Practices // 3.5 Fact‑checking AI // 3.6 Hands‑on Exercises / 4. Prompting Techniques // 4.1 One‑Shot Prompting // 4.2 Chain‑of‑Thought Prompting (CoT) // 4.3 Tree‑of‑Thought Prompting (ToT) // 4.4 Continuity Prompting // 4.5 Chain‑of‑Density Prompting (CoD) // 4.6 Skeleton‑of‑Thought Prompting (SoT) // 4.7 Exercises / 5. Expanding ChatGPT // 5.1 Browsing with Bing // 5.2 Expanding Horizons with Plugins // 5.3 Image Input Capability // 5.4 Temporary Limitations / 6. Expanding ChatGPT: DALL‑E // 6.1 What is DALL‑E? // 6.2 First Image // 6.3 Prompt Structure // 6.4 Designing with DALL‑E // 6.5 Best Practices / 7. Troubleshooting common issues // 7.1 Understanding Misinterpretations // 7.2 Handling Biases // 7.3 Handling Ambiguous Responses // 7.4 Control Verbosity and Redundancy // 7.5 Inappropriate Content // 7.6 Limitations in Depth and Breadth // 7.7 The Importance of User Feedback / 8. ChatGPT: Conversational Applications // 8.1 Conversations with ChatGPT for iOS // 8.2 Simulation of Job Interview // 8.3 Personalized Tutoring // 8.4 Learning New Skills // 8.5 Troubleshooting Common Issues // 8.6 Customer Service Support / 9. ChatGPT for Personal Productivity // 9.1 Brainstorming, Generating Ideas // 9.2 Research: Fact‑checking, Professional Text Synthesis and Summaries // 9.3 Correspondence Support // 9.4 Content Creation // 9.5 Repetitive Tasks Support // 9.6 Travel Recommendations // 9.7 Exercises / 10. Data Analysis // 10.1 What is Advanced Data Analysis? // 10.2 Advanced Data Analysis: The User Guide // 10.3 Best Practices / 11. The Future of Generative AI / Basic Terminology