Difference between revisions of "ChatGPT"

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<b>Reinforcement Learning from Human Feedback: From Zero to [[ChatGPT]]
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<b>Reinforcement Learning from Human Feedback: From Zero to ChatGPT
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</b><br>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 [[Reinforcement Learning (RL) from Human Feedback (RLHF) | RLHF]] is used on large language models. It will conclude with open question in [[Reinforcement Learning (RL) from Human Feedback (RLHF) | RLHF]].
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</b><br>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 [[Reinforcement Learning (RL) from Human Feedback (RLHF) | RLHF]] is used on large language models. It will conclude with open question in [[Reinforcement Learning (RL) from Human Feedback (RLHF) | RLHF]].
  
 
* [https://huggingface.co/blog/rlhf RLHF Blogpost  
 
* [https://huggingface.co/blog/rlhf RLHF Blogpost  
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<b>But How Does [[ChatGPT]] Actually Work?
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<b>But How Does ChatGPT Actually Work?
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</b><br>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.  
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</b><br>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.  
 
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<b>Analyzing Data with [[ChatGPT]] (Data Analysis and ML )
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<b>Analyzing Data with ChatGPT (Data Analysis and ML )
 
</b><br>In this tutorial we will see how to analyse a given dataset using ChatGPT.
 
</b><br>In this tutorial we will see how to analyse a given dataset using ChatGPT.
  
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* [https://biztimes.com/milwaukee-startup-codebaby-integrates-chat-gpt-with-its-ai-avatars/ Milwaukee startup CodeBaby integrates Chat GPT with its AI avatars | Ashley Smart - BizTimes]  ... creates digital avatars for use across various industries, has started integrating Chat GPT with its conversational AI avatars (CAIAs)
 
* [https://biztimes.com/milwaukee-startup-codebaby-integrates-chat-gpt-with-its-ai-avatars/ Milwaukee startup CodeBaby integrates Chat GPT with its AI avatars | Ashley Smart - BizTimes]  ... creates digital avatars for use across various industries, has started integrating Chat GPT with its conversational AI avatars (CAIAs)
 
* [https://www.apexhours.com/chat-gpt-integration-in-salesforce/ ChatGPT Integration in Salesforce | Salesforce Developer - ApexHours]
 
* [https://www.apexhours.com/chat-gpt-integration-in-salesforce/ ChatGPT Integration in Salesforce | Salesforce Developer - ApexHours]
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* [https://zapier.com/apps/openai/integrations Zapier Automation Platform] ... lets you connect OpenAI (ChatGPT) with thousands of the most popular apps
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* [https://zapier.com/apps/openai/integrations Zapier Automation Platform] ... lets you connect [[OpenAI]] (ChatGPT) with thousands of the most popular apps
 
* [https://docs.thunkable.com/openai-chatgpt-integration OpenAI ChatGPT Integration | Thunkable]
 
* [https://docs.thunkable.com/openai-chatgpt-integration OpenAI ChatGPT Integration | Thunkable]
 
* [https://gptforwork.com/ GPT for Work | Talarian  ... Use it in Google Sheets and Google Docs]  
 
* [https://gptforwork.com/ GPT for Work | Talarian  ... Use it in Google Sheets and Google Docs]  
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<b>UiPath Integration with Open AI | RPA with Open AI | Use Case Building | ChatGPT | RPA API
 
<b>UiPath Integration with Open AI | RPA with Open AI | Use Case Building | ChatGPT | RPA API
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</b><br>This videos Introduces to Open AI  , ChapGPT , How to get the API References , Test , Integrate Open AI API's with UiPath and develop a Use Case
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</b><br>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
 
* 0:00 Introduction
 
* 1:19 : Agenda
 
* 1:19 : Agenda
 
* 2:22 : Demonstration of the Integration
 
* 2:22 : Demonstration of the Integration
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* 3:37 : Introduction to OpenAI and ChatGPT
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* 3:37 : Introduction to [[OpenAI]] and ChatGPT
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* 7:14 : Generate API Key for OpenAI
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* 7:14 : Generate API Key for [[OpenAI]]
 
* 16:11 : Test API using PostMan
 
* 16:11 : Test API using PostMan
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* 22:07 : Open AI Implementation with UiPath
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* 22:07 : [[OpenAI]] Implementation with UiPath
 
* 23:59 : HTTP Request
 
* 23:59 : HTTP Request
 
* 27:04 : Multiple Line to Single Line of Text
 
* 27:04 : Multiple Line to Single Line of Text
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<b>ChatGPT Clone – OpenAI API and React Tutorial
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<b>ChatGPT Clone – [[OpenAI]] API and React Tutorial
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</b><br>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]].  
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</b><br>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]].  
 
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* 35:06 - Create CI/CD pipeline code using ChatGPT
 
* 35:06 - Create CI/CD pipeline code using ChatGPT
 
* 50:06 - Convert Jenkinsfile into GitLab CI config file
 
* 50:06 - Convert Jenkinsfile into GitLab CI config file
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* 53:53 - Tools built on top of OpenAI's API
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* 53:53 - Tools built on top of [[OpenAI]]'s API
 
* 55:01 - AIaC demo - CLI tool for DevOps
 
* 55:01 - AIaC demo - CLI tool for DevOps
 
* 01:01:00 - My opinion on ChatGPT & whether ChatGPT will replace engineers
 
* 01:01:00 - My opinion on ChatGPT & whether ChatGPT will replace engineers

Revision as of 08:34, 26 February 2023

YouTube search... ...Google search


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.

Analyzing Data with ChatGPT (Data Analysis and ML )
In this tutorial we will see how to analyse a given dataset using ChatGPT.

Analysing Data with ChatGPT (Data Analysis and ML )
In this tutorial we will see how to analyse a given dataset using ChatGPT.

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

YouTube search... ...Google search

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

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.

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:

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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