fabric
is an open-source framework for augmenting humans using AI.fabric
's primary features is helping people collect and integrate prompts, which we call _Patterns_, into various parts of their lives.
Fabric has Patterns for all sorts of life and work activities, including:
- Extracting the most interesting parts of YouTube videos and podcasts
- Writing an essay in your own voice with just an idea as an input
- Summarizing opaque academic papers
- Creating perfectly matched AI art prompts for a piece of writing
- Rating the quality of content to see if you want to read/watch the whole thing
- Getting summaries of long, boring content
- Explaining code to you
- Turning bad documentation into usable documentation
- Creating social media posts from any content input
- And a million more…
## Installation
To install Fabric, [make sure Go is installed](https://go.dev/doc/install), and then run the following command.
```bash
# Install Fabric directly from the repo
go install github.com/danielmiessler/fabric@latest
```
### Environment Variables
You may need to set some environment variables in your `~/.bashrc` on linux or `~/.zshrc` file on mac to be able to run the `fabric` command. Here is an example of what you can add:
For Intel based macs or linux
```bash
# Golang environment variables
export GOROOT=/usr/local/go
export GOPATH=$HOME/go
# Update PATH to include GOPATH and GOROOT binaries
export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH
```
for Apple Silicon based macs
```bash
# Golang environment variables
export GOROOT=/opt/homebrew/bin/go
export GOPATH=$HOME/go
export PATH=$GOPATH/bin:$GOROOT/bin:$HOME/.local/bin:$PATH:
```
### Setup
Now run the following command
```bash
# Run the setup to set up your directories and keys
fabric --setup
```
If everything works you are good to go.
### Migration
If you have the Legacy (Python) version installed and want to migrate to the Go version, here's how you do it. It's basically two steps: 1) uninstall the Python version, and 2) install the Go version.
```bash
# Uninstall Legacy Fabric
pipx uninstall fabric
# Clear any old Fabric aliases
(check your .bashrc, .zshrc, etc.)
# Install the Go version
go install github.com/danielmiessler/fabric@latest
# Run setup for the new version. Important because things have changed
fabric --setup
```
Then [set your environmental variables](#environmental-variables) as shown above.
### Upgrading
The great thing about Go is that it's super easy to upgrade. Just run the same command you used to install it in the first place and you'll always get the latest version.
```bash
go install github.com/danielmiessler/fabric@latest
```
## Usage
Once you have it all set up, here's how to use it.
```bash
fabric -h
```
```bash
usage: fabric -h
Usage:
fabric [OPTIONS]
Application Options:
-p, --pattern= Choose a pattern
-v, --variable= Values for pattern variables, e.g. -v=$name:John -v=$age:30
-C, --context= Choose a context
--session= Choose a session
-S, --setup Run setup
--setup-skip-update-patterns Skip update patterns at setup
-t, --temperature= Set temperature (default: 0.7)
-T, --topp= Set top P (default: 0.9)
-s, --stream Stream
-P, --presencepenalty= Set presence penalty (default: 0.0)
-r, --raw Use the defaults of the model without sending chat options (like temperature etc.) and use the user role instead of the system role for patterns
-F, --frequencypenalty= Set frequency penalty (default: 0.0)
-l, --listpatterns List all patterns
-L, --listmodels List all available models
-x, --listcontexts List all contexts
-X, --listsessions List all sessions
-U, --updatepatterns Update patterns
-c, --copy Copy to clipboard
-m, --model= Choose model
-o, --output= Output to file
-n, --latest= Number of latest patterns to list (default: 0)
-d, --changeDefaultModel Change default pattern
-y, --youtube= YouTube video url to grab transcript, comments from it and send to chat
--transcript Grab transcript from YouTube video and send to chat
--comments Grab comments from YouTube video and send to chat
--dry-run Show what would be sent to the model without actually sending it
-u, --scrape_url= Scrape website URL to markdown using Jina AI
-q, --scrape_question= Search question using Jina AI
Help Options:
-h, --help Show this help message
```
## Our approach to prompting
Fabric _Patterns_ are different than most prompts you'll see.
- **First, we use `Markdown` to help ensure maximum readability and editability**. This not only helps the creator make a good one, but also anyone who wants to deeply understand what it does. _Importantly, this also includes the AI you're sending it to!_
Here's an example of a Fabric Pattern.
```bash
https://github.com/danielmiessler/fabric/blob/main/patterns/extract_wisdom/system.md
```
- **Next, we are extremely clear in our instructions**, and we use the Markdown structure to emphasize what we want the AI to do, and in what order.
- **And finally, we tend to use the System section of the prompt almost exclusively**. In over a year of being heads-down with this stuff, we've just seen more efficacy from doing that. If that changes, or we're shown data that says otherwise, we will adjust.
## Examples
Now let's look at some things you can do with Fabric.
1. Run the `summarize` Pattern based on input from `stdin`. In this case, the body of an article.
```bash
pbpaste | fabric --pattern summarize
```
2. Run the `analyze_claims` Pattern with the `--stream` option to get immediate and streaming results.
```bash
pbpaste | fabric --stream --pattern analyze_claims
```
3. Run the `extract_wisdom` Pattern with the `--stream` option to get immediate and streaming results from any Youtube video (much like in the original introduction video).
```bash
yt --transcript https://youtube.com/watch?v=uXs-zPc63kM | fabric --stream --pattern extract_wisdom
```
4. Create patterns- you must create a .md file with the pattern and save it to ~/.config/fabric/patterns/[yourpatternname].
## Just use the Patterns