Master ChatGPT in 2024 - Every Feature Explained (hidden ones too)

Summary

Dans cette vidéo, nous explorons les dernières mises à jour et fonctionnalités de Chat GPT, y compris les instructions personnalisées, Vision, plugins et la capacité de créer des GPT personnalisés. Nous partageons des astuces pour améliorer les interactions avec Chat GPT, comme la stylisation, la mise en forme, les restrictions et la stimulation de rôle. De plus, nous couvrons les fonctionnalités cachées et les ressources utiles pour maîtriser Chat GPT, ainsi que les opportunités de créer des GPT personnalisés pour répondre à des besoins spécifiques, comme la création de pages de coloriage pour enfants. La vidéo montre comment ces outils peuvent être utilisés pour optimiser le travail quotidien et améliorer la productivité dans divers domaines.

Takeaways

• 🚀 Les mises à jour et nouvelles fonctionnalités de Chat GPT ont été fréquentes au cours de l'année écoulée, offrant des améliorations significatives.
• 📝 L'instruction personnalisée peut instantanément améliorer les conversations, en permettant de créer des GPT sur mesure.
• 🔍 Vision est un outil très utile, surtout sur mobile, qui peut analyser des images et donner des suggestions basées sur celle-ci.
• 🔗 Les plugins ont été initialement très promus, mais leur utilité a été remise en question, car la plupart n'étaient pas très utiles.
• 🤖 Les GPT personnalisés sont la plus grande mise à jour récente, permettant d'intégrer des fonctionnalités spécifiques dans n'importe quelle conversation.
• 📈 Les progrès de l'IA en 2023 ont été marqués par des améliorations dans la compréhension des images, la création de contenus, et l'analyse de données.
• 📝 Les techniques d'interrogation telles que la stylisation, le formatage et les restrictions peuvent grandement améliorer les réponses des GPT.
• 📝 L'ajout d'exemples dans les requêtes (few-shot prompting) peut considérablement améliorer la qualité de la sortie des GPT.
• 📝 L'interrogation par étapes (Chain of Thought prompting) est utile pour les tâches nécessitant de la raisonnement plutôt que de la mémorisation.
• 📝 Il existe des raccourcis clavier qui peuvent économiser du temps lors de l'utilisation de Chat GPT, comme pour ouvrir un nouveau chat ou copier la dernière réponse.
• 📝 Les fonctionnalités cachées telles que l'édition des requêtes après génération, le partage de conversations et l'édition des conversations archivées sont très utiles.

Q & A

Quels sont les principaux améliorations apportées à Chat GPT au cours de l'année écoulée ?

Les principales améliorations incluent la possibilité de donner des instructions personnalisées, l'introduction de plugins qui ont initialement été sur-estimés mais sont devenus moins pertinents, et la capacité de créer des Chat GPT personnalisés qui sont la plus grande mise à jour.

Comment les plugins ont-ils été perçus initialement et comment leur perception a-t-elle évolué ?

Les plugins ont été initialement sur-estimés, mais leur perception a changé lorsque les utilisateurs ont réalisé que la plupart d'entre eux n'étaient pas très utiles. Cependant, avec l'introduction des Chat GPT personnalisés, les plugins utiles ont été intégrés dans les fonctionnalités des Chat GPT, rendant les plugins moins nécessaires.

Quelle est la fonctionnalité Vision et comment l'auteur l'utilise-t-il ?

La fonctionnalité Vision permet de prendre une photo d'un objet ou d'un espace et de demander des suggestions ou des informations à Chat GPT. L'auteur l'utilise pour obtenir des idées sur l'organisation d'un espace, pour demander des réparations domestiques, etc.

Quels sont les avantages de personnaliser un Chat GPT ?

La personnalisation d'un Chat GPT permet de créer un outil qui répond aux besoins spécifiques de l'utilisateur, de s'adapter à son style de communication et de ses connaissances. Cela peut améliorer la pertinence des réponses et rendre l'interaction plus efficace.

Comment l'auteur utilise-t-il la fonctionnalité de personnalisation pour créer des pages de coloriage pour son enfant ?

L'auteur utilise la personnalisation pour créer un Chat GPT dédié à la génération de pages de coloriage pour son enfant. Il configure l'outil pour qu'il soit simple et adapté aux enfants, en fournissant des thèmes et des personnages, et en le configurant pour interagir de manière ludique.

Quelle est la fonctionnalité Dolly 3 et comment elle est utilisée dans le script ?

Dolly 3 est une fonctionnalité d'imagerie qui permet de générer des images à partir de descriptions détaillées. Dans le script, elle est utilisée pour créer des pages de coloriage en réponse aux prompts de l'auteur.

Quels sont les avantages de l'intégration de fonctionnalités multiples dans un seul Chat GPT ?

L'intégration de fonctionnalités multiples permet de créer des systèmes plus complexes et personnalisés. Les utilisateurs peuvent appeler différentes fonctionnalités en fonction de leurs besoins, ce qui peut rendre l'interaction avec Chat GPT plus efficace et moins contraignante.

Comment l'auteur utilise-t-il la fonctionnalité de conversation pour améliorer l'expérience de son enfant ?

L'auteur utilise la fonctionnalité de conversation pour créer des interactions plus engageantes et interactives avec son enfant. Il configure les conversation starters pour proposer des thèmes et des personnages, et pour surprendre l'enfant avec de nouvelles images générées par Chat GPT.

Quelle est la fonctionnalité de Code Interpreter et comment elle est utilisée dans le script ?

La fonctionnalité Code Interpreter permet à Chat GPT d'analyser et d'interpréter des données à partir de différents types de fichiers. Dans le script, elle est utilisée pour analyser la distribution des couleurs de gummies dans des paquets et pour créer des visualisations des données.

Quels sont les risques potentiels liés à la création et l'utilisation de Chat GPT personnalisés ?

Les risques potentiels incluent la divulgation d'informations sensibles ou confidentielles, car toutes les informations fournies à Chat GPT peuvent être utilisées pour construire des réponses. Il est donc important de ne pas inclure d'informations que l'utilisateur ne souhaite pas partager.

Quelle est la fonctionnalité de partage et comment elle peut-elle être utile ?

La fonctionnalité de partage permet aux utilisateurs d'envoyer des conversations complètes à d'autres personnes, par exemple un partenaire d'affaires ou un ami. Cela peut être utile pour discuter de projets, partager des idées ou obtenir des retours sur des documents ou des conversations.

Outlines

00:00

📈 Chat GPT Updates et Fonctionnalités

Le script présente les mises à jour et nouvelles fonctionnalités de Chat GPT au fil des mois et des semaines. Il souligne l'importance des instructions personnalisées pour améliorer les conversations, ainsi que l'introduction de GPT personnalisés et la capacité de les appeler dans n'importe quelle conversation. De plus, il mentionne d'autres fonctionnalités cachées et des astuces pour améliorer les interactions avec Chat GPT.

05:04

📝 Conseils pour les Prompts

Le script fournit des conseils pour créer des prompts efficaces avec Chat GPT, y compris la spécificité, la stylisation, la mise en forme et les restrictions. Il explique également comment utiliser des rôles et des exemples pour guider les réponses de Chat GPT, ainsi que la technique de 'few-shot prompting' pour améliorer la qualité des textes générés.

10:07

🔍 Utilisation Avancée et Ressources

Le script recommande de consulter des ressources pour une utilisation avancée de Chat GPT, notamment le guide de HubSpot et des frameworks comme 'tree of thought'. Il mentionne également des fonctionnalités moins connues, telles que les raccourcis clavier, la possibilité de renommer et d'archivar les conversations, et la fonction de partage de conversations intégrées.

15:09

🌟 Fonctionnalités Premium et Vision

Le script aborde les fonctionnalités exclusives aux abonnés, comme Vision, qui permet de prendre des photos et de demander des suggestions d'amélioration. Il décrit également l'utilisation de GPT 4 pour la création d'images, la navigation web et l'interprétation de code, ainsi que la personnalisation des GPT avec des instructions customisées.

20:12

🛠️ Création de GPT Personnalisés

Le script montre comment créer son propre GPT personnalisé pour répondre à des besoins spécifiques, comme la création de pages de coloriage pour enfants. Il explique le processus de configuration, l'ajout de fichiers de contexte et l'interaction avec d'autres applications via des API. Il souligne également l'importance de la confidentialité lors de la création de GPT publics.

Keywords

💡Chat GPT

Chat GPT est un programme d'intelligence artificielle conçu pour interagir avec les utilisateurs par le biais de conversations. Dans cette vidéo, il est utilisé comme un outil principal pour démontrer les améliorations et nouvelles fonctionnalités. Par exemple, l'auteur mentionne l'utilisation de Chat GPT pour créer des pages de coloriage personnalisées pour son enfant.

💡Vision

Vision fait référence à une fonctionnalité qui permet à Chat GPT d'analyser et d'interpréter des images. Cela est utilisé dans la vidéo pour montrer comment Chat GPT peut aider à organiser un espace ou à identifier des plantes. Vision est présentée comme un outil pratique et puissant.

💡Custom GPTs

Les Custom GPTs sont des versions personnalisées de Chat GPT qui ont été adaptées pour répondre à des besoins spécifiques. Elles peuvent être utilisées pour améliorer les interactions et les résultats des conversations. Dans la vidéo, l'auteur crée un Custom GPT pour générer des pages de coloriage pour son enfant.

💡Plugins

Les plugins sont des extensions ou des compléments qui ajoutent de nouvelles fonctionnalités à une application. Dans le contexte de la vidéo, ils ont été initialement très populaires mais ont perdu de leur importance avec l'introduction des Custom GPTs.

💡Prompt Engineering

Prompt Engineering est l'art de concevoir des instructions ou des questions précises pour guider les réponses d'un programme d'IA comme Chat GPT. Cela permet d'obtenir des résultats plus précis et utiles.

💡Chain of Thought Prompting

Chain of Thought Prompting est une technique où l'utilisateur guide l'IA à travers une série d'étapes logiques pour résoudre un problème complexe. Cela améliore la précision et la capacité de raisonnement de l'IA.

💡Custom Instructions

Les Custom Instructions permettent aux utilisateurs d'ajouter du contexte et de personnaliser la manière dont Chat GPT répond à leurs questions. Cela permet de recevoir des réponses plus pertinentes et adaptées aux besoins de l'utilisateur.

💡Data Analysis

L'analyse des données est le processus d'examen, de nettoyage, de transformation et de modélisation des données pour en extraire des informations utiles. Dans la vidéo, Chat GPT est utilisé pour analyser des données et créer des visualisations.

💡APIs

Les API (Application Programming Interfaces) sont des ensembles de règles et de protocoles qui permettent à deux applications de communiquer entre elles. Dans le contexte de la vidéo, les APIs sont mentionnées comme un moyen d'intégrer des fonctionnalités de Chat GPT avec d'autres applications.

💡Dolly

Dolly est une fonctionnalité qui permet de générer des images à partir de descriptions textuelles. Dans la vidéo, elle est utilisée pour créer des pages de coloriage personnalisées.

💡Zapier

Zapier est une plateforme qui permet d'automatiser les workflows entre différentes applications. Dans la vidéo, elle est mentionnée comme un outil qui peut être utilisé pour connecter Chat GPT à d'autres applications.

Highlights

Chat GPT has seen numerous updates and new features, including custom instructions and the ability to call custom GPTs within any chat.

Custom instructions can instantly improve chat quality by adding context and modifying chat GPT's response style.

Vision, a feature that uses AI to understand and respond to images, has become highly useful, especially on mobile.

Plugins were initially overhyped but have become less relevant with the introduction of custom GPTs.

Custom GPTs allow users to build their own AI models with specific functionalities and styles.

The ability to call custom GPTs within any chat is a game-changer, making it easier to integrate AI into various tasks.

Prompt engineering is crucial for better outputs; being specific, using stylization, formatting, and restrictions can greatly improve responses.

Role prompting, where chat GPT is given a specific role or identity, helps in contextualizing responses.

Few-shot prompting, providing examples within the prompt, can enhance the quality of chat GPT's writing output.

Chain of Thought prompting improves 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 in understanding and retaining information.

Custom instructions can be used to tailor chat GPT's responses to a user's preferences, such as avoiding apologies or reminders of its knowledge cutoff.

Keyboard shortcuts can save time and improve efficiency when using chat GPT.

The share feature allows users to send full chats to others, facilitating collaboration and communication.

Editing prompts after generating a response can help refine outputs and improve prompting skills.

Voice chat is an underutilized feature that allows for hands-free interaction with chat GPT.

Custom GPTs can be built to cater to specific needs, such as creating coloring book pages for children.

Stacking functionalities across different custom GPTs can lead to powerful and innovative applications.

Transcripts

there have been a ton of updates and new features  in chat GPT over the past year in the last couple  

weeks even custom instructions can instantly  improve every chat you have Vision has been  

hugely helpful plugins were overhyped and have  become irrelevant custom gpts were the biggest  

update I'll cover the ways I use them and how  to build your own and the brand new ability to  

call those gpts within any chat which is a total  Game Changer plus there's a ton of other hidden  

features I rarely see mentioned videos have come  out about a lot of this stuff along the way but  

the information gets really spread out that way I  want to condense it all down into one video with  

everything you need to master chat GPT in [Music]  2024 with an all-encompassing video being the goal  

I figured I should start with some top prompting  tips before jumping into all the new features for  

the majority of users you don't need any elaborate  prompt engineering but better inputs will give  

you better outputs and just a few tips and best  practices can greatly improve those outputs meta  

recently released a guide to prompt engineering  there have been others before it covering this  

same information this is just a recent version I  want to break that down really simply it's easy to  

apply most of it then I'll add a few more tips  of my own this first part you could summarize  

as be specific they break that down further into  stylization formatting and restrictions what were  

the biggest AI breakthroughs of 2023 sending  a prompt like that is pretty open-ended and  

you don't really know how it will respond so I'll  add give them as five bullet points one sentence  

long each for a lay person stylize is the for a  lay person that lets it know to speak in simple  

terms if I had written for a machine learning  engineer it would add more technical language with  

formatting I Ed bullet points that could also be  things like headings and subheadings blog article  

a tweet it can also do more difficult things like  create tables or write code if you're a plus user  

this can be extended with some really cool things  like mind maps and flowcharts and some various  

types of charts and things for d data analysis  we'll use all those later for restrictions one  

I use a lot since chat GPT can be very verbose  I'll add explain it in one sentence or two to  

three sentences or a paragraph depending that  is super helpful you don't have to use all three  

of those in every prompt I just wanted to knock  them all out with one example another technique  

that would be under stylization is role prompting  giving chat GPT a role or identity is an easy way  

to give context of how you'd like it to answer  then it will retain that identity throughout the  

conversation say we want to explain string theory  in one paragraph at the beginning I'll add you  

are a theoretical physicist speaking to senior  physicists so I'll send that then I will edit  

the prompt you are an elementary school teacher  speaking to your students if we look at these  

next to each other that's obviously a massive  difference this one talks about super symmetry  

A hypothetical symmetry between bans and Fons the  other one uses the analogy of a guitar I find this  

particularly helpful when discussing topics I'm  familiar with then it doesn't approach it as if  

speaking to a general audience and explain simple  terms another that's really helpful is to give  

samples of what you want within your prompt this  is called few shot prompting as opposed to zero  

shot prompting where you don't give any examples  like the prompts I've used up until now a really  

practical way to use this is anytime you want chat  GPT to write something for you typically it does a  

pretty bad job out of the box and anyone reading  it can instantly tell it was written by AI but  

if you add some samples of your own writing or  writing similar to what you want it to produce  

it will greatly enhance the output although  if you're doing that regularly I'd recommend  

creating a custom GPT for it I'll get into that  later say I wanted to turn these bullet points  

from before into a Blog article instead of just  turn these bullet points into a Blog I'll add a  

sample of writing for it to imitate and I'd  actually break this up into multiple prompts  

I'm providing a sample of my writing to help you  understand my style please analyze this sample  

for tone structure and language use then once  it's analyzed write a blog post on the bullet  

points we created about artificial intelligence  write it in my style that will come back much  

better and now it sounds like a person wrote it  for complex prompts or anything that involves the  

need for chat GPT to use reasoning rather than  just memorize knowledge which is a lot use the  

phrase think step by step this is called Chain of  Thought prompting and it's been shown to greatly  

improve its accuracy and reasoning skills chat  GPT has gotten better at knowing when to use  

this on its own but it still F to add sometimes  you'll just want to prompt it step byep yourself  

if you ever have a prompt that includes multiple  steps it usually makes sense to break it up into  

multiple prompts like how I did for that blog  article rather than packing it all into one  

prompt once you have your response here's a few  of my favorite follow-up prompts to make it more  

understandable explain it like I'm five or explain  it like I'm a high school student maybe we need  

an even simpler explanation of string theory my  favorite for retention is use an analogy how about  

an analogy for fractional Reserve banking musical  chairs sounds about right those two follow-ups can  

help to not only understand but also to retain  information another follow-up I use a lot is  

Steelman the opposing side it depends what you're  discussing but this will have chat GPT explain the  

other side of a topic as convincingly as possible  so say I'm asking about the benefits of open-  

source AI so this all sounds great but it's only  showing me the positives I could say Steelman the  

opposing side now I'll be able to see the best  arguments against it and better understand the  

full picture quick tip is you don't need to bother  correcting your typos chat GPT can understand  

extremely jumbled text although it's pretty hard  for me to resist correcting them a final tip is  

if you're ever stuck trying to think of the best  way to write a prompt just ask chat GPT what is  

the best way to prompt chat GPT to teach it how to  write in my style now if you're doing more complex  

things than I covered here like medical diagnosis  moral dilemas any complex reasoning definitely go  

into the resources and read over things like  tree of thought Frameworks and program ated  

language models and watch AI explains video on  his work with smart GPT that expands past Chain  

of Thought prompting with reflection and self-  dialogue super interesting but doesn't apply to  

the general user but some rabbit holes to go down  for those that want them there will be a bunch of  

resources down in the description one of the most  helpful is provided by HubSpot who sponsored this  

video they have a free chat GPT resource bundle  I'm covering a lot of features throughout this  

video but there's only so far I can go into how  to apply that knowledge these resources go in  

depth onto how all of this can be applied to your  career there's five PDFs one of those is how to  

supercharge your workday with chat GPT it covers  specific examples of how chat GPT can be used  

in different Industries for sales and marketing  project management enhanced decision- making and  

problem solving time management and organization  it walks through step by step with different tips  

and even has a section titled 100 ways to try chat  GPT today that has 100 sample prompts you can use  

and modify no matter what career you have there's  sure to be a bunch in there that will apply to  

you and that's just one of the resources in the  bundle which again is completely free just use  

the link in the description to go download that I  was happy to partner with HubSpot to add even more  

free resources for this video now for some quick  features that get overlooked but can be really  

helpful first is keyboard shortcuts this isn't  massive but it can save a little time click on  

the question mark in the bottom right then click  keyboard shortcuts now it will show you a full  

list or since we're talking about them you can use  command slash to get here as well now I only use  

a few of these command shift o to open a new chat  command shift s to toggle the sidebar and command  

shift c will copy the last response that makes  it easy to copy and paste into a separate note  

taking app or maybe you're having to help draft an  email or something those are the main ones I use  

but you may want to use some of the others like  command shift I for custom instructions so you  

can make quick modifications to them or copy last  code block is helpful if you're coding and just a  

quick housekeeping tip I always try to rename  my important chats that I may need to revisit  

I also try to have the habit of deleting chats  I know I won't need and periodically archiving  

others that that I may want to reference later  to see chats you've archived click on your name  

settings and beta then you'll see archived chats  and can click manage to view them once a chat  

is archived if you want to use this delete all  chats button it will delete everything but those  

archived chats hopefully they'll have a better  form of organization one day and next is the  

share feature you can send a full chat to someone  maybe a spouse or a business partner if I wanted  

to send this full conversation about the blog  article over to like an editor I'd click right  

here I could change the title if I want to then  copy link then they'd be able to see this whole  

back and forth I had the other way to do that  which is really helpful you can actually drag  

the chat from the sidebar directly onto a notepad  or another app and it will have the title and a  

hyperlink to that chat history and something  I already demonstrated earlier is editing your  

prompt after you've already generated something  you have the option to edit your prompt right  

here then chat GPT will regenerate an answer then  you have the two options to compare right next to  

each other you can get better at prompting this  way by comparing the results or sometimes it's  

just easier and faster to edit the original prompt  rather than ask clarify fine questions one more is  

voice chat I don't use this much personally but  I never use Siri or Alexa or take voice notes or  

really anything like that I know some people like  to interact this way though on mobile just click  

the microphone then speak your question and chat  GPT will respond audibly as well tell me a bedtime

story once upon a time in a tranquil Village  nestled between Whispering forests and gentle  

Hills lived a curious Fox named Finley you get  the picture custom instructions are huge they  

can improve chat gpd's outputs and make them more  relevant there's a couple really easy wins here  

that everyone should be using access them by  clicking on your name then custom instructions  

this top box adds context about you into your  prompts the second box modifies the way chat  

GPT responds when you turn these on they will  give chat GPT this information for every chat  

that way you don't have to type out the context in  each prompt instead of generic responses that are  

meant to apply to anyone it will tailor responses  specifically for you with the top box add what  

information you want chat GPT to know about you  I keep mine fairly short I used to have a really  

long one in here I also tested out multiple  different custom instructions personas that I  

would copy and paste depending on the task I  didn't find that particularly worthwhile and  

now you can do something similar but much better  using custom gpts then in the bottom box you set  

the tone style and vocabulary you expect this is  where those really easy wins are chat GPT has the  

tendency to apologize or remind you it's a large  language model or it will regularly mention its  

knowledge cut off which is currently April of  2023 if you didn't know if you tell it not to  

do those things in the custom instructions it  will stop I also ask it to say it doesn't know  

if it doesn't have an answer in hopes that  it will cut down on hallucinations a little  

bit another one is if I'm talking about something  health or nutrition related it will remind me in  

every response to consult with a professional or  a doctor that is super annoying so I worded that  

a few different ways in here and just generally  chat GPT is overly verbose custom instructions  

can help cut out out a lot of that really easily  I've overall trimmed down my custom instructions  

a lot over time there's these long versions that  have been passed around on Reddit and Twitter they  

sound great in theory but I found in practice  you end up with some weird answers especially  

to simple questions you can turn them on and off  easily or come up with different versions you can  

copy and paste in there depending on the situation  I've come to prefer just having a simple version  

that I can leave on all the time that applies to  every chat of course modify anything you agree or  

disagree with just experiment and add your own  stuff there anytime you get a weird Quirk or a  

type of response you don't like see if you can fix  it in custom instructions I will have mine down in  

the description you can copy and paste and use  that as a base to build yours from everything so  

far applies to everyone including free users but  we are moving into the features for plus users now  

and Incredibly useful update was Vision I use  Vision all the time especially on mobile this  

is a house plant we have and I forgot what kind  boom you could take a picture of a room and ask  

if there's a better way to organize or I'll  try this how can I make my background look  

cooler for future videos a really useful thing  to do is if something breaks around the house  

upload a photo and have chat GPT help instead of  tracking down a YouTube video those are some easy  

practical uses and once I got in the habit of  just remembering it was there I started to use  

it all the time it's pretty amazing what it's  able to do I'll also link to this paper open  

AI released that covers a lot more use cases a  few of the most impressive are its ability to  

recognize landmarks from unusual angles recognize  complex food dishes then give a recipe for them  

understand Medical Imaging understand jokes and  memes figure out complex diagrams can recognize  

emotions or this one where it knew these were  South part characters you get the picture but  

there are hundreds of impressive examples in  here it's really interesting to go through  

there's three features that used to be separate  choices but are now all usable anytime you select  

GPT 4 dolly for image creation web browsing and  code interpreter for things like data analysis  

those are all active anytime you're using GPT 4  it will utilize them whenever it feels necessary  

or relevant to into the prompt web browsing is  prettyy straightforward when you need chat GPT  

to browse the internet it will that way you can  get information past its knowledge cut off when

needed Dolly 3 has some of the best  prompt understanding out of any image  

generator to date it's created all sorts of  different styles and since it's built with  

chat gpt's language comprehension you can  add tons of different details and it will  

get them all right usually I also like the  conversational aspect you can just mention  

things you liked or didn't like about the  image using natural language I don't like  

that each time you generate even if you  use the exact same prompt it will come  

back with a very different image but here's some  examples of how good dolly3 can be with prompt

understanding chat GPT has amazing capabilities  with data analysis using Code interpreter you  

can upload all sorts of different file types PDF  text Json Java zip just many more you can have it  

analyze the data and draw conclusions analyze  Trends create grafts and visualize them it's a  

really powerful feature I'll just show a simple  example I'll start by uploading a file this is a  

CSV but I don't actually have to unzip it  first there's no title on it so I'll give  

it a little context this data represents the  color distribution of Sour Patch Kids across  

different packs this is a random data set I  found on kaggle apparently someone counted  

how many of each color were in each pack  of Sour Patch Kids for 60 packs chat GPT  

automatically knows to use code interpreter for  this and it looks like it understands what the  

file is it's always good to make sure before  you start asking questions and you can have  

it clean the data to find any missing values  or inconsistencies this one was fine so I'll  

just ask if it noticed anything interesting  all right now this is where it gets really  

powerful it can display this information in all  sorts of different formats I'll ask it for a

few so we've got a bar plot box plot line plot  heat map histogram and a pie chart so you can  

see how many possibilities there are for data  visualization to this and how they may apply to  

your career or life in this case the pie chart is  the most relevant looks like sour patch kids are  

loading up their packs with extra Reds we may need  to launch a fulls scale study to see if we can  

replicate these findings plugins were really hyped  when they launched but the hype died off when  

people started to use them and realized that 90%  of them weren't very useful there there were a few  

that I liked and used but with the introduction of  gpts and the Recently Added ability to call those  

gpts in any chat the few useful plugins there were  are no longer necessary all of that can be done  

with gpts now anyone that built a plugin has built  that same functionality into a GPT I'm guessing  

they'll actually just remove plugins alt together  at some point that brings us to the biggest update  

custom gpts to get to them just click explore  gpts on the sidebar near the top a lot of these  

that are built by companies are honestly just a  less userfriendly way to use their product but  

the fact that you can call them within chats and  stack functionalities across a bunch of different  

tools now starts to become really powerful I'll  show you some examples of that near the end this  

is one step closer to agents but overall there is  a ton to sift through in here I want to quickly  

show just a really useful and easy to use one  this can create cool diagrams with flowcharts and  

mind maps so I'll find it using the search bar or  whimsical diagrams then it starts a new chat with  

it you can type in here or what will tend to be  more common with one like this if you're in the  

middle of a chat like this one about how llms are  trained I want help visualizing that so I'll use  

the at symbol and select it then I'll say show me  that as a mind map and it will ask me to approve  

then pretty quickly it has this awesome mind map  created then there's a link that will take you to  

the site where you can edit it further if you'd  like this is a really cool one and once you start  

experimenting and just finding different gpts  that apply to you just opens up a whole world  

of possibilities and as a side note if you're  actually interested in how llms are trained and  

how they work on carpath video is by far the best  intro to that topic I've come across sorry for the  

pronunciation there's a lot of cool gpts already  built but let's build one of our own I'll start  

off really simple so I have a three-year-old and  he loves to color and for a while I've been using  

mid journey to create coloring book pages for  him I have a few prompts saved and just switch a  

couple words around and let it generate that does  work well but with a custom GPT I can make it even  

easier so I'll do this conversationally at first  before showing how to customize these and build  

them from scratch I just click create up here an  image generator that only generates coloring book  

pages for children it has the preview on the other  side as we build just from that it would actually  

probably be usable already under configure it's  already filled in these fields it also suggested  

a title I want something a little more imaginative  that's good now it's generating a profile picture  

and that's perfect and now it's asking about the  interaction style so I went through a couple back  

and PS here it was all easy stuff so I wanted  to speed it up basically I was just telling it  

to keep everything simple and kid-friendly then  asked it to act like a creative friend now we  

can test it out I want to make sure it works with  as little input as possible so I'll just write a

dinosaur and that's a really solid  dinosaur and it has a fun description  

the Emojis are a nice touch but I want  it to be simpler since my son is only

three all right now it's updated so I'll give it  another try all right that's great I want to try  

one that's a little more complex and see how it  does a bear driving a race car through a forest  

all right that one ended up with some color I  thought it would have been implied by calling  

it a coloring book page but I'll ask it to make  sure it only generates in black and white all  

right now I'll try again that is amazing this is  already done I could just click save right now but  

let's look at the configure tab to see what it did  here so it has the title and a brief description  

that's what will show up to other users if you  make it public it has the instruction for what  

it does these are short because this one was  pretty simple but it guides how the images will  

be created with the constraints and how it will  interact in a fun way and for the conversation  

starters I want to make some changes here so  they're more interactive in case he doesn't  

have an idea list some themes to choose from some  characters settings then surprise me that should  

be fun and we didn't need to upload anything  to the knowledge base but this is where you  

can upload additional files for your GPT to use  as context things like a tutorial transcripts or  

writing samples and the only capability we really  needed is Dolly for image generation but it left  

web browsing on generally it makes sense to leave  on any that you think it may use doesn't really  

hurt then action is where you could interact  with other applications through apis that's  

where these can get really power powerful but also  more complex you can go find existing apis you can  

use or use one from your business if you have one  then convert it into an open API schema to paste  

in here that's beyond the scope of this video  there's also people that cover it better than I  

would I don't have a development background Liam  Atley is one person I saw cover that pretty in-  

depth if you're looking to build gpts to make  money with once they launch the monetization  

features that will be the only way to stand out  otherwise someone can just look at the functions  

of your GPT and create it themselves I'm going  to save this one and just keep it for me you  

could also make it accessible to anyone with the  link or fully public a very important note is if  

you are building one of these to make public all  the information made available to the GPT that  

includes the prompt the instructions and attached  files it can be used by the model to construct  

a response to the user so just don't include any  information you don't want the user to know there  

was also a hack going around of a prompt you could  use to extract the full custom instructions I just  

don't put any confidential info into these um but  here's the one I just made want to test out these  

conversation starters all right that gave a great  list of characters to choose from I can almost  

guarantee he would choose robot there it is that's  perfect and I want to test out that surprise me

too all right that's great all I have to do is  open this up and just let him click a button and  

it'll generate another thing kind of cool here  is on my phone I'll be able to use voice and  

have him just say what he wants into it then it  will make it for him and then also say those fun  

descriptions out loud I think this will pretty  fun this was all created in just a few minutes  

from a short conversation that anyone could  have had I know a lot of us have gotten used  

to how far AI has come but when I stop and think  about this it's really insane how easy that was if  

you regularly use chat GPT for any specific thing  like coding writing brainstorming or topics like  

Fitness Nutrition things like that if it needs  information about you or knowledge only you have  

you can create a GPT then call it into any chat  instead of having to use a complex prompt each  

time a common example would be for writing instead  of giving examples using the few shot prompting  

method from earlier you could upload your examples  into the knowledge base and instructions of a GPT  

then anytime you want to write something just  call it and it will write in your style then for  

things that don't require your own knowledge or  resources there's probably already one made that  

you can test out there's hundreds of thousands  of these built already and again you can start  

stacking this functionality on top of each other  I want to show a few examples of people doing  

that this calling feature just came out a few days  ago so I haven't started building out any systems  

myself quite yet mainly because I've been working  on this video but here's a few really cool ones I  

saw on Twitter so this is Petro chirano creating  an app using grimoire which is one of the most  

popular gpts it creates all the code for a website  about a coffee shop in New York City specialized  

in Italian coffee then he sends all that code  to designer GPT which will launch and host the

site

and I'll skim through this one but zatty uses  academic paper finder that finds papers about  

smart contract auditing then he uses ask your  PDF research assistant to download and explain  

a couple of them then uses literature review  writer to write a literature review using the  

contents of both papers so then it writes a review  and cites the references you would of course want  

to do more factchecking and due diligence for  something like this I'm just trying to demo  

some of the functionality Ryan Carson created  a Chief product officer Chief Financial Officer  

and investor to be able to call and interact  with at any time building gpts with different  

knowledge sets about your business then almost  treating them like different employees like a  

marketing specialist sales associate customer  service representative designer things like  

that and then just calling them anytime you need  them could be really helpful you would of course  

want to be careful with what information you're  sharing with chat GPT but it's a cool idea and Dan  

shipper built this notion GPT that uses zappier  to connect directly to his notion so he can save  

things from chat GPT into his notion workspace  instead of having to copy and paste there's a  

ton of different ways especially building things  into a tool like zapier that can connect all of  

your different apps can be really really powerful  I'm sure people will be coming up with a lot more  

really cool stuff with this but more importantly  is to figure out ways that you can apply it  

to your own career and life and if you liked  this video you will probably also like futur

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newsletter thank you so much for  watching and I'll see you in the next one