ChatGPT

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Generates human-like text, based on a family of “large language models (LLM)” — algorithms that can recognize, predict, and generate text based on patterns they identify in datasets containing hundreds of millions of words; ChatGPT performs a wide range of natural language processing (NLP) tasks; chatbots, automated writing, language translation, text summarization and generate computer programs. OpenAI states ChatGPT is a significant iterative step in the direction of providing a safe AI model for everyone. ChatGPT interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer follow-up questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests. ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in a prompt and provide a detailed response.


One of the more interesting, but seemingly academic, concerns of the new era of AI sucking up everything on the web was that AIs will eventually start to absorb other AI-generated content and regurgitate it in a self-reinforcing loop. Not so academic after all, it appears, because Bing just did it! When asked, it produced verbatim a COVID-19 conspiracy coaxed out of ChatGPT by disinformation researchers just last month AI is eating itself: Bing’s AI quotes COVID disinfo sourced from ChatGPT | Devin Coldewey, Frederic Lardinois - TechCrunch


Reinforcement Learning from Human Feedback: From Zero to ChatGPT
In this talk, we will cover the basics of Reinforcement Learning (RL) from Human Feedback (RLHF) and how this technology is being used to enable state-of-the-art ML tools like ChatGPT. Most of the talk will be an overview of the interconnected ML models and cover the basics of Natural Language Processing (NLP) and Reinforcement Learning (RL) that one needs to understand how RLHF is used on large language models. It will conclude with open question in RLHF.

Nathan Lambert is a Research Scientist at Hugging Face. He received his PhD from the University of California, Berkeley working at the intersection of machine learning and robotics. He was advised by Professor Kristofer Pister in the Berkeley Autonomous Microsystems Lab and Roberto Calandra at Meta AI Research. He was lucky to intern at Facebook AI and DeepMind during his Ph.D. Nathan was was awarded the UC Berkeley EECS Demetri Angelakos Memorial Achievement Award for Altruism for his efforts to better community norms.

But How Does ChatGPT Actually Work?
You’ll learn how ChatGPT works and this will provide many benefits, such as helping you to use the model more effectively, evaluate its outputs more critically, and staying informed about the latest developments in the field so you are better prepared to take advantage of new opportunities. ChatGPT is a type of Natural Language Processing (NLP) known as a Generative Pre-trained Transformer (GPT) developed by OpenAI. These are the two big terms we will focus on in this video. On top of that you will also get a base understanding of common Machine Learning techniques like Supervised Learning, and Reinforcement Learning (RL), which were used to make ChatGPT as good as it is.

How ChatGPT is Trained
This short tutorial explains the training objectives used to develop ChatGPT, the new chatbot language model from OpenAI.

Timestamps:

  • 0:00 - Non-intro
  • 0:24 - Training overview
  • 1:33 - Generative pretraining (the raw language model)
  • 4:18 - The alignment problem
  • 6:26 - Supervised fine-tuning
  • 7:19 - Limitations of supervision: distributional shift
  • 8:50 - Reward learning based on preferences
  • 10:39 - Reinforcement learning from human feedback
  • 13:02 - Room for improvement

ChatGPT: https://openai.com/blog/chatgpt

Special thanks to Elmira Amirloo for feedback on this video.

Links: YouTube: https://www.youtube.com/ariseffai Twitter: https://twitter.com/ari_seff Homepage: https://www.ariseff.com

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ChatGPT in Architecture EXPLAINED
If you're looking to revolutionize your architecture workflow, then you need to know about ChatGPT. Developed by OpenAI, this advanced AI model with an impressive 175 billion parameters is making waves in the industry, and it's not hard to see why. In just five days, it got over 1 million users, outpacing Facebook by ten months. But what is ChatGPT and how can it benefit architects? In this video, we dive deep into the technology, its uses, and how it can help you save time and create innovative designs.

Discover the potential of ChatGPT for answering questions, writing essays, generating content ideas, writing scripts and titles for YouTube videos, and much more. The possibilities are endless, and as we explore this fascinating technology, you'll learn how it can help you generate conceptual design ideas faster and refine them before moving to the next phase of your project. We'll also explore the connections ChatGPT has with Rhino and Grasshopper, the impact on creative industries, and the current state of the technology.

ChatGPT Architecture Explained: Step-by-Step Guide
About Presenter: Sandeep Giri. Past - Amazon, InMobi, tBits Global, D.E.Shaw. For last 16 years, Sandeep has been building products and churning large amounts of data for various product companies. He has an all-around experience in software development and big data analysis. Apart from digging data and technologies, Sandeep enjoys conducting interviews and explaining difficult concepts in simple ways. About CloudxLab Email us at: reachus@cloudxlab.com Official Website link: https://cloudxlab.com/

ChatGPT Tutorial for Developers - 38 Ways to 10x Your Productivity
Learn how to use ChatGPT to 10x your productivity! 38 examples using Python, JavaScript, HTML, CSS, React, SQL and more!

Integration

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Create Trigger using CHATGPT for Salesforce. End of Salesforce Developers?
You’ll learn how ChatGPT works and this will provide many benefits, such as helping you to use the model more effectively, evaluate its outputs more critically, and staying informed about the latest developments in the field so you are better prepared to take advantage of new opportunities. ChatGPT is a type of Natural Language Processing (NLP) known as a Generative Pre-trained Transformer (GPT) developed by OpenAI. These are the two big terms we will focus on in this video. On top of that you will also get a base understanding of common Machine Learning techniques like Supervised Learning, and Reinforcement Learning (RL), which were used to make ChatGPT as good as it is.

UiPath Integration with Open AI | RPA with Open AI | Use Case Building | ChatGPT | RPA API
This videos Introduces to OpenAI ChapGPT , How to get the API References , Test , Integrate Open AI API's with UiPath and develop a Use Case

  • 0:00 Introduction
  • 1:19 : Agenda
  • 2:22 : Demonstration of the Integration
  • 3:37 : Introduction to OpenAI and ChatGPT
  • 7:14 : Generate API Key for OpenAI
  • 16:11 : Test API using PostMan
  • 22:07 : OpenAI Implementation with UiPath
  • 23:59 : HTTP Request
  • 27:04 : Multiple Line to Single Line of Text
  • 36:06 : Reading Data from Excel
  • 50:16 : Write Data Back to Excel

ChatGPT Clone – OpenAI API and React Tutorial
Learn how to use React and the OpenAI API to create an application like ChatGPT. The application can answer our questions, convert the text into different languages, or even convert Javascript code to Python.

ChatGPT Tutorial - Use ChatGPT for DevOps tasks to 10x Your Productivity
I'm sure you have all heard of ChatGPT by now. It has become a buzzword within days of its release and professionals in all fields, especially in high skilled areas like lawyers, doctors, engineers are questioning whether such AI can actually replace them and work. So in this video I want to talk about what ChatGPT is and how it even popped up, talk a bit about the organization behind GPT called "OpenAI", which has already created many other machine learning models besides Chat GPT and also explain technically about all that. And then we'll dive in and actually put ChatGPT to use for some DevOps related tasks. I really want to see how it can help in generating configuration code for building DevOps processes or different parts of those processes and how well it knows different DevOps technologies, but not just some shallow examples or boilerplate code that I can get from official documentation, but instead also try more fine-tuning and small optimizations in that configuration code. We're also going to check out an open source command line tool that is built on top of ChatGPT and was specifically created for engineers to generate infrastructure as code templates and more and finally we'll talk about the impact of ChatGPT, the quality and usefulness of such a tool for engineers and whether it will really replace the engineers and to what extent you should be concerned.

  • 00:00 - Intro and Overview
  • 01:39 - What is ChatGPT, Who developed ChatGPT
  • 06:45 - Sign Up on ChatGPT
  • 09:23 - Create Dockerfile for Node.js app using ChatGPT
  • 22:13 - Create Kubernetes manifest file using ChatGPT
  • 35:06 - Create CI/CD pipeline code using ChatGPT
  • 50:06 - Convert Jenkinsfile into GitLab CI config file
  • 53:53 - Tools built on top of OpenAI's API
  • 55:01 - AIaC demo - CLI tool for DevOps
  • 01:01:00 - My opinion on ChatGPT & whether ChatGPT will replace engineers


Python

Javascript

Microsoft Excel

ChatGPT Can Do Your Job (Excel and Google Sheets with ChatGPT)
ChatGPT has the ability to do your job, and you can use it more effectively today within Google Sheets! Unlock the power of artificial intelligence, and let Chat GPT save you time and make you money. In this ChatGPT tutorial we will review the capabilities of the powerful AI chatbot and use the free add-on within Google Sheets, GPT For Sheets. For Excel users, you'll be excited to know that you can leverage your Google Sheets creation and bring it directly into Excel afterwards! We will discover the power of Chat GPT and walk through many different tasks. This exclusive look into Chat GPT and how it can benefit your daily life is something you won't want to miss!

Automate Boring Office Tasks with ChatGPT and Python
Tired of spending hours on tedious office tasks? In this video, I'll show you how to use ChatGPT and Python to automate some of those boring tasks. We'll be looking at automating Outlook, creating PowerPoint presentations, generating charts from Excel data, and manipulating PDFs. First up, we'll go over how to use ChatGPT and Python to automate tasks in Outlook like sending emails to a list of recipients pulled from an Excel file. Then we'll move on to using ChatGPT and Python to create slides and add text and images to them for PowerPoint presentations. Next, we'll look at how to use ChatGPT and Python to create interactive charts based on data from an Excel file. And lastly, we'll cover how to use ChatGPT and Python to automate PDF tasks like merging multiple documents. As a bonus, we'll also take a look at how to use ChatGPT to write emails for you so you don't have to. Overall, this video will give you a good idea of how you can use ChatGPT and Python to automate some of those repetitive tasks that take up so much of your time.

🌎 𝗥𝗘𝗦𝗢𝗨𝗥𝗖𝗘𝗦:

Amazon Alexa

Home Assistant

Tasker - Android

Haley.ai

Haley is an intelligent agent platform. Create intelligent interactions with people, devices, and data.


Relational Database


Scraping

This Loophole Helps Me Scrape ANY Website with ChatGPT | Web Scraping with ChatGPT ChatGPT Automation with Python Web Scraping with ChatGPT. In this video, we're going to scrape Twitter and Amazon using ChatGPT. We'll use OpenAI Playground to generate Python code that scrapes any website out there.

OpenAI Playground

,

Visual ChatGPT

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Incorporating different Visual Foundation Models (VFMs), to enable the user to interact with ChatGPT by 1) sending and receiving not only languages but also images 2) providing complex visual questions or visual editing instructions that require the collaboration of multiple AI models with multi-steps. 3) providing feedback and asking for corrected results. We design a series of prompts to inject the visual model information into ChatGPT, considering models of multiple inputs/outputs and models that require visual feedback. Experiments show that Visual ChatGPT opens the door to investigating the visual roles of ChatGPT with the help of Visual Foundation Models. Our system is publicly available at \url{this https URL}.- Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models | C. Wu, S. Yin, W. Qi, Xi.Wang, Z. Tang, & N. Duan - Microsoft Research Asia (MSRA


demo_short.gif


Microsoft Visual ChatGPT Mutimodal Chatbot Python Collab Demo and High Level Explanation
In this video I explain at a high level about Microsoft Visual ChatGPT. I also show a Python Collab Demo of Microsoft Visual CHatGPT

From the abstract: ChatGPT is attracting a cross-field interest as it provides a language interface with remarkable conversational competency and reasoning capabilities across many domains. However, since ChatGPT is trained with languages, it is currently not capable of processing or generating images from the visual world. At the same time, Visual Foundation Models, such as Visual Transformers or Stable Diffusion, although showing great visual understanding and generation capabilities, they are only experts on specific tasks with one-round fixed inputs and outputs. To this end, We build a system called Visual ChatGPT, incorporating different Visual Foundation Models, to enable the user to interact with ChatGPT by 1) sending and receiving not only languages but also images 2) providing complex visual questions or visual editing instructions that require the collaboration of multiple AI models with multi-steps. 3) providing feedback and asking for corrected results. We design a series of prompts to inject the visual model information into ChatGPT, considering models of multiple inputs/outputs and models that require visual feedback. Experiments show that Visual ChatGPT opens the door to investigating the visual roles of ChatGPT with the help of Visual Foundation Models.

Use Images In ChatGPT! - Visual ChatGPT Is Here?
In this video, I showed you how can do the setup to start using a very first version of visual ChatGPT.

Microsoft's Visual ChatGPT using LangChain
This video looks at the demo, paper and code for Visual ChatGPT, released this week from MSRA.

Paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models - https://arxiv.org/abs/2303.04671

Original code repo: https://github.com/microsoft/visual-c... Thanks to Rupesh Sreeraman for converting to run in Colab Code: https://github.com/rupeshs/visual-cha...

00:00 Intro 01:20 Demo 03:50 Paper walkthrough 07:50 Looking at the Code

Chatgpt Revolutionized | Visual ChatGPT by Microsoft - Get Ready for the future of Image Creation

Micah Johns Course

In this course, you will learn how to use OpenAI ChatGPT to automate useful professional tasks. This course includes 10 projects that will help you boost your productivity and make your life a lot easier.

By the end of this course, you will be able to use ChatGPT to build your resume, write performance reports, craft job application cover letters, plan your daily schedule, prioritize your tasks, help you solve problems with software, communicate with external vendors, and so much more.

  • 2. Automate Resume Creation with Open AI's ChatGPT: Create a professional resume quickly and easily by leveraging AI with this guided how-to project (https://www.youtube.com/watch?v=5k0Uc...).

  • 3. Automate Writing Professional Work Emails with Open AI: Learn how to write important professional emails with the help of AI with this guided how-to project (https://www.youtube.com/watch?v=hoWCo...).

  • 4. Develop a Learning Plan for New Skills Using AI: Use Open AI's ChatGPT to develop a learning plan for new skills with this easy video guide (https://www.youtube.com/watch?v=gOgct...).

  • 5. Develop Solutions for Problems in your Organization Using Open AI as your Guide: Learn how to use AI to develop solutions to problems in your organization with this project-driven guide (https://www.youtube.com/watch?v=mDlqz...).

  • 6. Automate Performance Reports or Project Progress Updates Using Open AI: Leverage AI to automate performance reports and project progress updates with this easy guided project (https://www.youtube.com/watch?v=SQxci...).

  • 8. Optimize your LinkedIn Profile with AI: Use ChatGPT to optimize your LinkedIn profile with this simple how-to video guide

  • 9. Automate Writing Cover Letters for Job Applications: Leverage Open AI's ChatGPT to automate cover letter writing for job applications with this easy guide

  • 10. Prioritize Tasks or Manage Projects with AI: Use ChatGPT to prioritize tasks and manage projects using AI with this easy project-driven how-to guide
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