Fabric: Opensource AI Framework That Can Automate Your Life!

Summary

In this YouTube video, the host introduces 'Fabric,' an open-source AI framework created by unsupervised learning, designed to automate various tasks on your computer. The framework uses a modular approach with crowdsourced AI prompts. The video showcases the 'Extract Wisdom' pattern, which emulates the process of manually taking detailed notes from content like long videos, offering summaries, ideas, quotes, habits, and facts. The host also guides viewers through the installation process of Fabric, emphasizing its potential to streamline tasks and improve efficiency, and encourages viewers to explore the GitHub repository for more information.

Takeaways

• 😀 Unsupervised Learning, a famous YouTuber, introduces 'Fabric', an open-source AI framework designed to automate life tasks.
• 👨‍💻 The creator of Fabric is Daniel, who has been working on the project for several months and aims to make AI more accessible for everyday use.
• 📚 The script mentions a long video (1 hour 24 minutes) packed with wisdom and ideas, highlighting the challenge of finding time to consume such content.
• 📝 'Extract Wisdom' is a pattern within Fabric that emulates the process of manually taking notes from a video, summarizing key ideas, quotes, habits, and facts.
• 🌐 The script discusses the installation process for Fabric, requiring Python 3.10 and Git, and provides commands for cloning the repository and setting up the framework.
• 🔑 The use of an API key is necessary for Fabric, with recommendations for using OpenAI or Anthropic's services.
• 🤖 Fabric is built on the philosophy of integrating generative AI into daily life, making it easier to apply AI to common challenges.
• 📈 The video script touches on partnerships with big companies offering free subscriptions to AI tools, enhancing business growth and efficiency.
• 🌟 The video showcases the potential of Fabric to automate a wide range of tasks on a computer, emphasizing its modular and customizable nature.
• 🔍 The audience is encouraged to explore the GitHub repository and the creator's YouTube channel for more in-depth information on Fabric and its capabilities.
• 🎉 The video concludes with a call to action for viewers to subscribe, follow on Patreon and Twitter, and engage with the content for the latest AI news.

Q & A

What is the purpose of the 'fabric' framework introduced by Unsupervised Learning?

The 'fabric' framework is an open-source AI tool designed to automate various tasks on a computer using a crowdsourced set of AI prompts, aiming to augment human capabilities.

Who is the creator of the 'fabric' project?

The creator of the 'fabric' project is Daniel, a person who has been working on it for several months.

What is the significance of the 'extract wisdom' pattern in the 'fabric' framework?

The 'extract wisdom' pattern is significant as it emulates the process of manually taking detailed notes from a video, providing summaries, ideas, quotes, habits, and facts that can be used to improve one's life.

How long is the video that the YouTuber is discussing in the script?

The video being discussed is 1 hour and 24 minutes long.

What is the word count of the video transcript?

The word count of the video transcript is approximately 16,468 words.

What are the prerequisites for installing the 'fabric' framework?

To install the 'fabric' framework, one must have the latest version of Python (at least 3.10) and Git installed on their computer.

How does one clone the 'fabric' project repository to their computer?

To clone the 'fabric' project repository, one needs to open a command prompt, and paste the provided command to clone the repository.

What command is used to set the API key for 'fabric' on Windows?

On Windows, the command to set the API key for 'fabric' is 'set openai_api_key=your_token', where 'your_token' is the actual API key.

What is the main philosophy behind the creation of the 'fabric' framework?

The main philosophy behind 'fabric' is to enable a granular application of AI to everyday challenges, making it easier to integrate AI applications into daily life.

How can one access more information about the 'fabric' framework?

More information about the 'fabric' framework can be found on its GitHub repository and the creator's YouTube channel, where he goes in-depth about the project and its various prompts.

What is the recommendation for the audience at the end of the script?

The recommendation for the audience is to watch the full video for further insights, follow the YouTuber on Patreon for free subscriptions, follow on Twitter for AI news, and subscribe to the YouTube channel for updates.

Outlines

00:00

🤖 Introduction to Fabric: An Open-Source AI Framework

The video script introduces 'Fabric,' an open-source AI framework created by a renowned YouTuber known for his work on unsupervised learning. Fabric is designed to automate tasks on a computer using AI prompts sourced from the crowd. The script praises Daniel, the creator of Fabric, for his months of dedication to the project. The video aims to showcase the capabilities of Fabric, highlighting its potential to streamline and automate various tasks. It also discusses the challenges of integrating AI into daily life and how Fabric addresses these issues by offering a granular application of AI to everyday challenges.

05:01

🛠️ Installing Fabric and Its Philosophical Underpinnings

This paragraph delves into the installation process of Fabric, emphasizing the need for Python 3.10 and Git. It provides step-by-step instructions for cloning the project repository, navigating into the directory, and installing the framework using Pip. The script also touches on setting up an API key for AI services like OpenAI or Anthropic. The philosophical aspect of Fabric is highlighted, explaining its purpose to make AI applications more accessible and integrated into daily life. The video promises to demonstrate the framework's capabilities and encourages viewers to explore the GitHub repository and the creator's YouTube channel for more in-depth information.

Keywords

💡Unsupervised Learning

Unsupervised Learning refers to a type of machine learning where the algorithm learns without being provided with labeled training data. In the context of the video, it is the name of the YouTuber who created the open-source framework 'Fabric'. The term is used to highlight the creator's expertise in AI and the significance of the project.

💡Open-Source Framework

An open-source framework is a software system where the source code is made available to the public, allowing anyone to view, use, modify, and distribute it. In the video, 'Fabric' is described as an open-source AI framework that can automate various tasks, emphasizing the collaborative and customizable nature of the project.

💡AI Prompts

AI prompts are inputs or cues given to an artificial intelligence system to generate a response or perform a task. The video discusses how 'Fabric' uses a crowdsourced set of AI prompts to solve specific problems, indicating the interactive and dynamic nature of the framework.

💡Augmenting Humans

Augmenting humans refers to enhancing human capabilities through technology. The video introduces 'Fabric' as a means to augment humans using AI, suggesting that the framework is designed to empower individuals by automating tasks and improving efficiency.

💡Modular Framework

A modular framework is a system composed of independent but interconnected modules, allowing for flexibility and scalability. The script mentions 'Fabric' as a modular framework for solving problems, which implies that it can be easily adapted or expanded to meet different needs.

💡Automate Life

To automate life means to use technology to perform routine tasks, reducing the need for manual effort. The video script suggests that 'Fabric' can automate almost every task on a computer, highlighting the potential for AI to streamline daily activities.

💡Transcript

A transcript is a written version of spoken dialogue or commentary, used for reference or accessibility. In the video, the transcript is used to demonstrate how 'Fabric' can extract wisdom from a lengthy video, providing a summary and key insights, which is an example of the framework's capabilities.

💡Extract Wisdom

Extract Wisdom is a pattern within 'Fabric' designed to emulate the process of manually taking notes by summarizing and highlighting important ideas, quotes, and habits from content. The video script describes this pattern as a way to distill valuable information from a video, making it more accessible and digestible.

💡API Key

An API key is a unique code used to authenticate requests to an API (Application Programming Interface). The video explains that 'Fabric' requires an API key, such as from OpenAI or Anthropic, to access and utilize the language models necessary for its functions, emphasizing the integration with existing AI services.

💡Generative AI

Generative AI refers to artificial intelligence systems capable of creating new content, such as text, images, or music. The video mentions the rise of generative AI in 2023 and how 'Fabric' integrates these technologies into everyday life, showcasing the cutting-edge nature of the framework.

💡Granular Application

Granular application refers to the detailed or fine-scale application of a concept or technology. The video script explains that 'Fabric' enables a granular application of AI to everyday challenges, indicating the framework's ability to address specific, individual tasks with precision.

Highlights

Introduction to Fabric, an open-source AI framework for augmenting human capabilities.

Fabric automates tasks on your computer using a crowdsourced set of AI prompts.

Daniel, the creator of Fabric, has been developing the project for several months.

The video showcases the capabilities of Fabric with a 1.5-hour in-depth discussion.

The transcript of the video contains over 16,000 words of content.

The 'extract wisdom' pattern in Fabric emulates the manual note-taking process.

Fabric's patterns can help identify habits, ideas, and verifiable facts from content.

Subscribers have requested a review of Fabric, indicating its popularity.

Fabric's installation requires Python 3.10 and Git.

A step-by-step guide is provided for installing Fabric on different operating systems.

Setting up Fabric involves cloning the repository and running setup commands.

Users need to set their API key for AI models like OpenAI or Anthropic to use with Fabric.

Fabric's GitHub repository offers numerous prompts for automating various tasks.

The video emphasizes the philosophy behind Fabric, focusing on granular AI application.

Fabric was created to address the difficulty of integrating AI applications into daily life.

The video provides a comprehensive guide on installing and setting up Fabric.

Fabric aims to streamline business growth and improve efficiency through AI tools.

Patreon subscribers gain access to six paid AI tool subscriptions for free.

The video concludes with a call to action to watch more in-depth videos and explore the GitHub repository.

Transcripts

[Music]

a famous YouTuber that goes behind the

name unsupervised learning had created

this open-source framework for

augmenting humans using AI this is where

I would like to introduce fabric fabric

is providing this modular framework for

solving specific problems using

crowdsource set of AI prompts that can

be used anywhere in simple terms it's an

open- Source AI framework that can

automate your life and you can basically

automate almost every task on your

computer and it's actually Saye huge

props to Daniel who is actually the

creator of this project and he is

someone who has been working on this

over the past couple months and I

thought it would be pretty cool to take

a look at this cuz a lot of my

subscribers have been telling me to take

a look at this definitely give him a

subscribe but just take a look at this

video which is going to Showcase a

little bit more about what you can do

with fabric so I've got this video here

I have loved this video for a long time

I think it came out in 2023 sometime

this is a 1 and a half hour video let me

just show you what they talk about in

this thing we've got philosophy

creativity recession conspiracies how

you structure your life the point is

this thing is an hour and 24 minutes

long it's got a million pieces of wisdom

in there how often can you watch this

video first of all do you even have an

hour and a half to go and watch the

video in the first place a lot of people

don't I don't have time to go and watch

this thing 20 times I don't have time to

watch 30 or 20 or 50 of these a week so

look what I could do I copy the video

URL I'm going to jump over to my

shell and then I could do this so I can

run this command uh PT this actually

just pulls the transcript pull text it

pulls the

transcript and here's what it does by

itself so that just pulled the

transcript and if you look at this thing

uh word count with words I think it's

like 16,000 words

yeah

16468 words that's that's a lot of

content well I want to know this is the

origin story for this first pattern I'm

going to show you the pattern is called

extract wisdom I think we might have

seen it scrolling by when we were

looking at the patterns earlier so this

thing you run like this

fabric we're going to do streaming we're

going to do pattern and

extract with

wiom and what's cool about this is I

created it so that it would emulate what

I would do if I were to manually take

notes I love the idea of manually taking

notes watching slow pausing slow it down

go back think about it take some more

notes so I'm trying to emulate that

process and if a video is an hour and a

half long it's going to take at least

that long to take long detailed notes so

I I wanted to emulate that with AI and

that is one of the first patterns that I

created for fabric so check this

out it is now pulling the content again

it is now sending it into

Fabric and watch what it

does gives me a summary

first okay pretty cool intro sentence

here

ideas the West is perceived as dying du

due to a culture that celebrates

mediocrity and suppresses individual

greatness ry's

poetry look at

this this this is gold here absolute

gold then it goes into not just the

ideas which are the most important but

then it goes into quotes and this could

have come from either side of the

conversation anybody who is

participating in the conversation then

it goes into their habits what what

types of things do they do because I'm

looking for opportunities to improve my

life going back to the first thing we

talked about so if I find out that I I

run this against a hundred different

things and I find out that they all wake

up and get sun in their eyes which

probably I got from running extract

wisdom on a huberman video but anyway if

those add up enough then they become

something that I would update my routine

with then it goes into facts so these

are like third party verifiable facts

that maybe I didn't know about but they

just happen to mention and I find

interesting so that's one that is called

extract wisdom sorry for being

repetitive but this month we had insane

Partnerships with big companies giving

out subscriptions to AI tools completely

for free these are tools that will

streamline your business's growth and

improve your efficiency just being a

patreon this past month you were given

access to six paid subscriptions

completely for free not only do you

access these subcriptions but you gain

the ability for Consulting networking

collaborating with the community as well

as with myself you get access to daily

AI news resources giveaways and so much

more if you're interested check out the

patreon link in the description below to

gain access to these benefits now I

definitely recommend that you watch the

full video cuz he goes further in depth

and he also has multiple other videos

which showcase a lot of other demos of

what you can do with fabric but what

we're going to be doing throughout

today's video is Showcase how you can

actually install it and just briefly

going over what this framework is about

so with that thought guys stay tuned and

let's get straight to

it hey what is up guys welcome back to

another YouTube video at the world of AI

in today's video we're going to be

taking a look at fabric now before we

move on to the installation I want to

basically focus and highlight the

philosophy behind this framework because

it's kind of unique now since 2023 we

all know that there was a rise in

generative AI and it led to the creation

of multiple different types of AI

applications but integrating these

applications into our daily lives was

quite difficult and the main reason why

fabric was created was to solve this

paino where it enabled a granular

application of AI to Everyday challenges

so what they've done is that they've

basically introduced all these different

types of patterns that fabric is going

to try to solve in our lives in simple

terms it's going to automate almost any

task we might have on our computer so

let's just get started what you're going

to need to do is have the latest version

of python installed you need to make

sure that you have at least python 3.10

installed and you also need to make sure

that you have G installed once you have

these two pre prerequisites installed we

can then move forward with installation

process in this case what you want to do

first is copy this command over here

which is cloning this project to your

computer so what you want to do is open

up command prompt this is if you have

Windows and once you do open up command

prompt you want to just paste this

command in and clone this repository

this will take a couple of minutes to a

couple seconds and once it has finished

installing this repository what we can

do is go into this directory which is a

fabric directory and we can do that by

simply typing in CD fabric once it has

finished cloning so once it has finished

this I'll be right

back and there we go so what we can do

now is just type in CD Fabric and then

click enter once that is done we can

then go and install with Pip so what we

can do is you need to make sure that

that you are using WSL and follow the

Linux instructions for Windows but if

you have Mac OS you would just simply

follow through with this this example

over here or this code over here and if

you have Linux you would obviously

follow through with this command over

here but since we have Windows we're

going to be following through with this

command over here and we're going to be

pasting it into our Command

Prompt so now that we have it installed

what we can do now is just run it up so

what we can do is just copy this command

which is the Run setup command and then

we can just paste it in Click enter what

you're going to need to do next is then

restart your shell and reload everything

and then you can have it running right

away but you need to also set your API

key you can utilize open ai's API key or

you can also utilize other large

language models but I recommend that you

use anthropic or open AI as API key and

then you can do so by just using this

command if you're on Linux or Mac OS but

if you're on Windows you can just type

in set open

aior API underscore key equals and then

your token and that's how you're can set

your key and then you can easily load it

up with the base commands that are here

so I will leave a link to their GitHub

repository as they have a lot of

different uh prompts that will basically

help you automate various tasks and

that's about it for today's video guys

there's a lot more information on the

GitHub repository and there's a lot more

information on his YouTube channel as in

the creator of this project and I truly

recommend that you definitely watch his

videos cuz he goes further in depth on

his own project and he goes over each

and every prompt more thoroughly so I

definitely recommend that you watch this

video which I'll leave a link to in the

description below as well as their

GitHub repository but with that thought

guys thank you guys so much for watching

I hope you enjoyed this video and you

got some sort of value out of it this is

a great way for you to automate various

sorts of tasks on your computer if you

haven't already make sure you follow me

on patreon this is a great way for you

to access different subscriptions

completely for free make sure you follow

me on Twitter great way for you to stay

up to date with the latest AI news and

lastly make sure you guys subscribe turn

on the notification Bell like this video

and check out our previous videos so you

can stay up to date with the latest AI

news but with that thought guys thank

you guys so much for watching have an

amazing day spare positivity and I'll

see you guys fairly shortly peace off f