The ULTIMATE Guide to ChatGPT in 2024 | Beginner to Advanced
TLDRThe video script discusses the significant updates and new features in Chat GPT over the past year, emphasizing the introduction of custom instructions and custom GPTs. It highlights the importance of prompt engineering for better outputs and explores techniques like stylization, formatting, and restrictions. The script also covers the integration of Vision for practical uses, especially on mobile, and the combined capabilities of GPT 4 with image creation, web browsing, and code interpreter. The potential of custom GPTs to streamline tasks and the ability to call them within any chat is showcased, along with examples of their application. The video concludes with a call to explore these features and apply them to one's career and life.
Takeaways
- π There have been significant updates and new features in chat GPT, including custom instructions and the ability to call custom GPTs within any chat.
- π― To improve chat outputs, use specific prompts by focusing on stylization, formatting, and restrictions.
- π Role prompting can provide context on how you want chat GPT to answer by assigning it a role or identity.
- π Few-shot prompting, where you provide examples within your prompt, can greatly enhance the quality of chat GPT's writing.
- π€ Chain of Thought prompting helps improve chat GPT's accuracy and reasoning skills by guiding it through a step-by-step process.
- π Custom instructions can tailor chat GPT's responses to be more personalized and relevant by modifying its tone, style, and vocabulary.
- π Vision, a feature for Plus users, allows chat GPT to analyze and respond to images, offering practical applications like home improvement advice.
- π GPT 4's web browsing capability enables it to access information beyond its knowledge cut-off date, while Dolly 3 excels in image creation with comprehensive prompt understanding.
- π Code interpreter allows chat GPT to perform data analysis, offering insights, trends, and various data visualizations from uploaded files.
- π§ Custom GPTs enable users to build tailored AI tools by integrating specific functionalities and calling them within chats for streamlined processes.
- π οΈ The potential for custom GPTs to integrate with other applications through APIs opens up possibilities for powerful automation and streamlined workflows.
Q & A
What are some of the biggest AI breakthroughs of 2023 mentioned in the transcript?
-The transcript does not provide specific details on the biggest AI breakthroughs of 2023, but it does imply that there have been significant updates and new features in chat GPT over the past year, including custom instructions and the ability to call GPTs within any chat.
How can stylization, formatting, and restrictions be applied in prompt engineering?
-In prompt engineering, stylization involves specifying the style of the response, such as simple terms for a layperson or technical language for a specialist. Formatting refers to structuring the response in a specific way, like bullet points, headings, or even creating tables or code. Restrictions are used to limit the response length or scope, such as asking for an explanation in one to three sentences or a specific paragraph length.
What is role prompting and how does it affect the responses from chat GPT?
-Role prompting is a technique where chat GPT is given a specific role or identity to assume for the conversation. This helps set the context for how the AI should answer. The AI will maintain that identity throughout the conversation, significantly altering its responses based on the role assigned. For example, explaining string theory as a theoretical physicist would yield a different explanation compared to an elementary school teacher.
Can you explain the concept of few-shot prompting as mentioned in the transcript?
-Few-shot prompting is a technique where you provide chat GPT with examples of the type of output you want it to generate. This is more effective than zero-shot prompting, where no examples are given. By supplying samples of your desired output, chat GPT can better understand and produce higher quality responses that match your specifications.
What is Chain of Thought prompting and why is it useful?
-Chain of Thought prompting is a technique used to improve the accuracy and reasoning skills of chat GPT, especially for complex prompts that require reasoning rather than just memorized knowledge. By including a step-by-step thought process in the prompt, it guides the AI to think through the problem and provide a more logical and accurate response.
How can follow-up prompts like 'explain it like I'm five' or using analogies enhance understanding and retention?
-Follow-up prompts such as 'explain it like I'm five' or using analogies are techniques aimed at simplifying complex concepts for easier understanding and better retention. These methods help break down information into more relatable and digestible forms, making it easier for the user to grasp and remember the information.
What is the significance of custom instructions in improving chat GPT's outputs?
-Custom instructions allow users to tailor chat GPT's responses specifically to their needs by adding context about themselves and modifying the AI's interaction style. This can include setting the tone, style, and vocabulary expected in responses, as well as instructing the AI on specific behaviors, such as not apologizing or mentioning its knowledge cutoff. These customizations can significantly improve the relevance and usefulness of chat GPT's outputs.
What are some practical uses of the Vision feature in chat GPT?
-The Vision feature in chat GPT allows users to upload images and receive assistance based on the visual content. Practical uses include asking for advice on organizing a room, getting suggestions to improve the appearance of a background for videos, or even helping with tasks like identifying and solving issues with broken household items based on a photo.
How can the Dolly feature in GPT 4 be used effectively?
-Dolly, integrated into GPT 4, is an image creation tool that can generate various styles of images based on detailed prompts. It understands and incorporates specific details mentioned in the prompt. Users can also provide feedback on the generated images and Dolly will adjust the output accordingly, making it a powerful tool for creating customized visual content.
What is the significance of the Code Interpreter feature in GPT 4?
-The Code Interpreter feature in GPT 4 allows users to upload different file types like PDF, text, JSON, and more. GPT 4 can then analyze the data within these files, draw conclusions, identify trends, and even create various types of data visualizations such as bar plots, box plots, line plots, heat maps, histograms, and pie charts. This feature is particularly useful for data analysis and can provide powerful insights from complex datasets.
How can custom GPTs be used to streamline specific tasks?
-Custom GPTs can be built to cater to specific tasks or needs by incorporating the user's knowledge, preferences, and style into the AI's responses. For example, a custom GPT can be created to generate coloring book pages for children, write in a specific writing style, or provide expertise in a particular field. By calling these custom GPTs into any chat, users can streamline their workflow and automate tasks without having to use complex prompts each time.
What are some examples of stacking functionalities across different GPTs?
-Stacking functionalities across different GPTs involves calling multiple custom GPTs in a single chat to perform interconnected tasks. Examples include using one GPT to create a website's code, then sending it to another GPT for hosting, or using one GPT to find academic papers and another to compile them into a literature review. This allows for complex tasks to be completed efficiently by leveraging the specialized capabilities of multiple GPTs.
Outlines
π Introduction to Chat GPT Updates and Features
The paragraph discusses the numerous updates and new features introduced to Chat GPT over the past year, emphasizing the impact of custom instructions and the ability to call custom GPTs within any chat. It mentions the decline of plugins due to the introduction of more powerful GPTs and highlights the importance of understanding and utilizing these new features to master Chat GPT effectively. The speaker also expresses the intention to condense all relevant information into a comprehensive video guide for users.
π Prompt Engineering and Tips for Better Outputs
This section delves into the art of prompt engineering, explaining how specific and well-structured inputs can significantly improve Chat GPT's outputs. It outlines the recent release of a guide by OpenAI on prompt engineering and offers a simplified breakdown of the guide's key points, including stylization, formatting, and restrictions. The speaker shares personal tips and techniques, such as role prompting and few-shot prompting, to provide context and enhance the quality of responses. The paragraph also touches on the use of Chain of Thought prompting to improve the AI's reasoning skills and the importance of follow-up prompts for better understanding and retention of information.
π οΈ Advanced Prompting Techniques and Resources
The paragraph focuses on advanced prompting techniques, such as Steelmanning opposing viewpoints and using Chat GPT to explain complex topics convincingly. It also provides quick tips for effective interaction with Chat GPT, like not bothering with typo corrections and asking the AI itself for the best prompting methods. The speaker recommends resources for further exploration, including a free resource bundle by HubSpot, which covers various applications of Chat GPT in different industries and offers practical examples and tips. The paragraph also mentions the importance of organizing chats and the convenience of keyboard shortcuts for efficiency.
π Custom Instructions and Vision: Practical Uses
This part highlights the practical uses of custom instructions and the Vision feature in Chat GPT. Custom instructions allow users to tailor responses to their preferences by modifying the AI's interaction style, tone, and vocabulary. The Vision feature is showcased through its ability to analyze images and provide useful insights in various scenarios, such as home improvement, recognizing food dishes, and understanding medical imaging. The speaker also discusses the integration of GPT 4 capabilities, like web browsing and code interpretation, which enhance the AI's functionality and versatility.
π§ Building Custom GPTs and Their Applications
The paragraph demonstrates the process of building a custom GPT, using the example of creating an image generator for children's coloring book pages. It outlines the steps for configuring and testing the custom GPT, emphasizing the ease of use and adaptability. The speaker also discusses the potential of custom GPTs in various applications, such as coding, writing, and brainstorming, and the possibility of integrating them with other tools and APIs for more complex tasks. The paragraph concludes with a look at innovative ways people have used custom GPTs and encourages viewers to explore and apply these features to their own needs.
Mindmap
Keywords
π‘Chat GPT
π‘Updates and New Features
π‘Custom Instructions
π‘Vision
π‘Plugins
π‘Custom GPTs
π‘Prompt Engineering
π‘Chain of Thought Prompting
π‘Data Analysis
π‘Integration and Stacking
π‘User Experience
Highlights
Chat GPT has seen numerous updates and new features, including custom instructions and the ability to call custom GPTs within any chat, which is a game-changer.
Better inputs lead to better outputs, and a few tips and best practices can greatly improve the quality of responses from Chat GPT.
Stylization, formatting, and restrictions are key elements of prompt engineering that can enhance the performance of Chat GPT.
Role prompting, where Chat GPT is given a specific role or identity, can provide context for how the AI should answer.
Few-shot prompting, providing examples within the prompt, can significantly improve the quality of Chat GPT's writing.
Chain of Thought prompting can improve Chat GPT's accuracy and reasoning skills by guiding it through a step-by-step process.
Follow-up prompts like 'explain it like I'm five' or using analogies can help with understanding and retaining information.
Custom instructions can be used to tailor Chat GPT's responses to an individual's preferences, cutting out unnecessary information.
Vision, a feature for Plus users, allows Chat GPT to analyze and respond to images, offering practical applications like home decor advice or recognizing food dishes.
GPT 4 has integrated features like web browsing, image creation with Dolly 3, and code interpreter for data analysis, enhancing its capabilities.
Plugins initially hyped have become less relevant with the introduction of custom GPTs, which offer more functionality.
Custom GPTs can be created to simplify tasks by incorporating specific knowledge or instructions, making it easier to generate desired outputs.
Users can build their own custom GPTs by selecting desired features and providing instructions for the AI's interaction style.
Once custom GPTs are created, they can be called into any chat, streamlining the process of generating content or completing tasks.
Examples of custom GPTs in use include generating website code, conducting literature reviews, and integrating with other applications like Notion.
The ability to stack functionalities from different custom GPTs opens up a world of possibilities for enhancing productivity and creativity.