Brian Sunter 🧠 Profile picture
Jan 13 8 tweets 5 min read
Really excited to announce a big update for the @logseq @openai #gpt3 plugin!

A UI popup that lets you use "prompt templates" or write freeform text as the prompt.

You can ask the AI to perform any task on the current block, use a built-in command, or define your own templates
You can write any command in the popup, and it will run that command using text in the current block.

For example, to create flash cards for studying, you could write "create flash cards based on the following text:"
There are also a bunch of built-in prompts for common tasks like summarization, creating outlines, asking follow-up questions, and identifying common objections to an idea.
You can also define custom prompts templates anywhere in your notes, similar to the built-in @logseq templates

Just make a header with a "prompt-template:: Prompt Name" property, and a
```prompt
My custom prompt:
```
code block under it.
It will appear in the popup dropdown
The popup shows you a preview of the output before you insert it into your notes.

Sometimes the first try doesn't generate optimal results, so you can click "Regenerate" to re-run the prompt until you get something good.
You can click "Insert" or hit enter to add the output underneath the current block

You can also click "Replace" to replace the current block with the output. This is useful for improving the tone of existing writing, fixing grammar/spelling, and translation.
Do you have a prompt that the community would find useful? Contribute it to the built-in prompts list

There's a TOML text file in the repo where you can add them. I encourage you to be creative and I'm especially interested in @logseq - specific prompts

github.com/briansunter/lo…
@logseq To get started, search "openai" in the logseq marketplace or update the plugin. Then hit cmd+g or select "gpt" from the block or slash menu.

You can check out the repo here github.com/briansunter/lo…

Hope you enjoy! Be sure to share your prompts and use cases!

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More from @Bsunter

Jan 4
Books I read in 2022.

I wrote a short summary, my thoughts, and some excerpts I thought represented the book so you can see if it’s something you’d be interested in.

briansunter.com/pages/books-re…
Some favorites:

Hard-Boiled Wonderland and the End of the World by Haruki Murakami

A human data processor trained to encrypt data with his mind to protect it from criminal groups.

Two intertwined stories between dystopian Tokyo and a strange isolated town
Picture of Dorian Gray by Oscar Wilde

The beautiful Dorian Gray makes an impulsive wish to stay young while his portrait remains the same, aging over time to absorb the damage of his wild life.

Genius writing and dialog that explores our obsession with youth and beauty.
Read 5 tweets
Nov 1, 2022
What is "Zero-Shot", "One-Shot", "Few-Shot", and "Fine-Tuning" in the context of @openai #gpt3?

From the #gpt3 paper
arxiv.org/pdf/2005.14165…

These terms refer to how many examples a language model needs to perform a task
"Fine-Tuning" is the most common and traditional approach.

100s to 100k+ labeled examples are used. It has strong performance on many benchmarks but needs a new large dataset for every task.

It's better for specific use cases than general tasks.
"Zero-shot" is where no examples are allowed. Only instruction in natural language is given. This method provides maximum convenience but is most challenging for AI. Performing a task without examples is hard for humans too

Example:
Translate English into French:
cheese =>
Read 18 tweets
Sep 11, 2022
Nine Principles from The Book of Earth, The Book of Five Rings by Miyamoto Musashi (1645)

Intended to be "worldly" advice for students to develop an understanding of strategy before studying his tactics and philosophy. Image
"Do not think dishonestly."
"The Way is in training."
Read 10 tweets
Jul 3, 2022
🌩️ Tweet Storm about how to use the latest AI and NLP techniques for note-taking, personal knowledge management, and productivity.

(from my newsletter going out tomorrow. Subscribe or read past issues online here)

getrevue.co/profile/bsunter
briansunter.com/graph/#/page/n…

Graph Analysis

There are lots of graph theory techniques to analyze your notes..

Imagine a "social network" for Game of Thrones. You could see how "Daenerys" is related to "Jon Snow" and the other characters. Image
Definitely try the @logseq Graph analysis plugin which uses "Adamic-Adar" to calculate similarity. It can also discover paths between distant notes.

github.com/trashhalo/logs…

briansunter.com/graph/#/page/n… ImageImageImage
Read 10 tweets
Jun 11, 2022
How to use #gpt3 for #gpt3poweredlearning like my machine learning study guide:

briansunter.com/graph/#/page/m…

1. Ask it to create a high level study guide:

"Write a curriculum for a ${type of person} to study ${topic}" Image
2. Ask it to create a study guide for each subtopic.

"Write a curriculum for ${type of person} to study the most important ${subtopic} concepts for ${topic}" Image
3. Write detailed guide for subtopic.
"Write a advanced guide for a programmer to study support vector machines for machine learning" Image
Read 6 tweets

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