Learn Generative AI

This course is part of the GenAI, Web 3, and Metaverse Program

Before starting to learn from this repo Learn Modern Python

Technology from the Business and Top Management Perspective

The Year in Tech, 2024: The Insights You Need from Harvard Business Review

The Year in Tech 2024: The Insights You Need about Generative AI and Web 3.0 from Harvard Business Review will help you understand what the latest and most important tech innovations mean for your organization and how you can use them to compete and win in today's turbulent business environment. Business is changing. Will you adapt or be left behind? Get up to speed and deepen your understanding of the topics that are shaping your company's future with the Insights You Need from Harvard Business Review series. You can't afford to ignore how these issues will transform the landscape of business and society. The Insights You Need series will help you grasp these critical ideas--and prepare you and your company for the future.

McKinsey Technology Trends Outlook 2023

Introduction to Generative AI

Watch Introduction to Generative AI

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Generative AI and the Economy

  1. McKinsey: The economic potential of generative AI: The next productivity frontier, McKinsey Digital report, June 2023

  2. GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models, Tyna Eloundou, Sam Manning, Pamela Miskin, and Daniel Rock, March 2023 (arXiv:2303.10130)

  3. Goldman Sachs: The Potentially Large Effects of Artificial Intelligence on Economic Growth, Joseph Briggs and Devesh Kodnani, March 2023

What is the OPL stack in AI?

The OPL Stack stands for OpenAI, Pinecone, and Langchain. It's a collection of open-source tools and libraries that make building and deploying LLMs a breeze.

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The Future of Generative AI

“AI will be the greatest wealth creator in history because artificial intelligence doesn’t care where you were born, whether you have money, whether you have a PhD,” Higgins tells CNBC Make It. “It’s going to destroy barriers that have prevented people from moving up the ladder, and pursuing their dream of economic freedom.”

It’s already valued at almost $100 billion, and expected to contribute $15.7 trillion to the global economy by 2030.

“It’s not that if you don’t jump on it now, you never can,” Higgins says. “It’s that now is the greatest opportunity for you to capitalize on it.”

A.I. will be the biggest wealth creator in history

Generative AI could add up to $4.4 trillion annually to the global economy

Research Report

Silicon Valley Sees a New Kind of Mobile Device Powered by GenAI

Microsoft CEO: AI is "bigger than the PC, bigger than mobile" - but is he right?

Artificial General Intelligence Is Already Here

Inside the race to build an ‘operating system’ for generative AI

Generative BI

Business intelligence in the era of GenAI

Convergence of Generative AI and Web 3.0

The Convergence of AI and Web3: A New Era of Decentralized Intelligence

What is the potential of Generative AI and Web 3.0 when combined?

How Web3 Can Unleash the Power of Generative AI

Text Books

  1. Generative AI with LangChain: Build large language model (LLM) apps with Python, ChatGPT and other LLMs
  2. LangChain Crash Course: Build OpenAI LLM powered Apps
  3. Build and Learn: AI App Development for Beginners: Unleashing ChatGPT API with LangChain & Streamlit
  4. Generative AI in Healthcare - The ChatGPT Revolution
  5. Generative AI in Accounting Guide: Explore the possibilities of generative AI in accounting
  6. Using Generative AI in Business Whitepaper
  7. Generative AI: what accountants need to know in 2023
  8. 100 Practical Applications and Use Cases of Generative AI

Learn Langchain, Pinecone, and LLMs

LangChain Explained in 13 Minutes | QuickStart Tutorial for Beginners

LangChain Crash Course for Beginners

LangChain Crash Course for Beginners Video

LangChain for LLM Application Development

LangChain: Chat with Your Data

A Gentle Intro to Chaining LLMs, Agents, and Utils via LangChain

The LangChain Cookbook - Beginner Guide To 7 Essential Concepts

Greg Kamradt’s LangChain Youtube Playlist

1littlecoder LangChain Youtube Playlist

Pinecone

https://docs.pinecone.io/docs/quickstart

https://python.langchain.com/docs/integrations/vectorstores/pinecone

LangChain - Vercel AI SDK

https://sdk.vercel.ai/docs/guides/providers/langchain

Using Python and Flask in Next.js 13 API

https://github.com/wpcodevo/nextjs-flask-framework

https://vercel.com/templates/python/flask-hello-world

https://vercel.com/docs/functions/serverless-functions/runtimes/python

https://codevoweb.com/how-to-integrate-flask-framework-with-nextjs/#google_vignette

https://github.com/vercel/examples/tree/main/python

https://github.com/orgs/vercel/discussions/2732

https://flask.palletsprojects.com/en/2.3.x/tutorial/

https://flask.palletsprojects.com/en/2.3.x/

Reference Material:

LangChain Official Docs

LangChain AI Handbook

Top 5 Resources to learn LangChain

Official LangChain YouTube channel

Projects

Building Custom Q&A Applications Using LangChain and Pinecone Vector Database

End to End LLM Project Using Langchain | NLP Project End to End

Build and Learn: AI App Development for Beginners: Unleashing ChatGPT API with LangChain & Streamlit

Fundamentals of GenAI Quiz

Total Questions: 40

Duration: 60 minutes