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Yohei Profile picture
@yoheinakajima
Sep 29, 2022 • 68 tweets • 28 min read • Read on X
Phew, it's been a crazy few months!

Putting together a thread of my experiments with #dalle, #gpt3, and more.

🤖 #miniyohei (VC expert)
🎨 DALLE for startups
✍️Blog Post/Product Ideas/SEO Ideas
📝Due Diligence
... and more!

Follow along, I'll keep adding ⬇️
July 9th

The first thing I did was doing "glow ups" of our PixelBeasts!
July 12th

First attempt at exploring use cases for #dalle.

Aug 15th

Did a collection of 100+ animal inspired buildings using #DALLE called @AnimalBuildings!

Aug 16th

Apparently this is the day I started playing with #gpt3

Aug 19th

Here's my first VC knowledge expert I built on top of #gpt3 called "Mini Yohei".
Aug 19th

I made a web UI, but also released him on Twitter.

Aug 22nd

Created ability for Mini Yohei to draft blog posts!

Aug 23nd

I start playing with #gpt3's ability to write code... (this comes into play later)
Aug 24th

Invited our portfolio founders into our founder portal (built on @softr_io), where they can use our various AI tools.

Aug 28th

Added "Product Idea Generator" as a skillset for Mini Yohei.
Aug 28th

Tracking improvements in #miniyohei's VC expert answers.

For anyone curious, I'm running multiple prompt templates + tuned model and tracking favorite answers.

Aug 28th

SEO idea generator added to #miniyohei.

Aug 29th

Added/announced handful more #gpt3 based tool for portfolio companies!

Available now in our founder portal, being used, and loved by many 🥰
Aug 31st

Played a little with #stablediffusions img2img on PixelBeasts.
Sept 1st

Wrote a long write-up on the topic of LLMs, GPT3, DALLE, and more:
Sept 2nd

Getting great feedback from founders on #miniyohei!
Sept 2nd

Started running "LLM for startups" workshops!

Sept 6th

Was told by a founder #miniyohei helped them close an investor!

Talk about scaling value-add :)

Sept 8th

Due Diligence support tool test on top of #gpt3. Great results!
Sept 13th

Huge improvements on my #dalle prompts + use cases for startups.

Thread of examples here:
Sept 17th

Created a "Life Advisory Board" consisting of AI imitations of Ben Franklin, Gandhi, etc..

Sept 17th

Went deeper on #gpt3's ability to help me writing code. Figure out it's pretty good at one page websites.

This led to...
Sept 17th

Generative art using #gpt3, by instructing it to write code that uses html canvas.

Check out the whole thread, art gets pretty cool towards bottom.

Sept 23rd

Released a "custom AI expert builder" that I created w @softr_io @airtable @zapier and @OpenAI over labor day weekend.

Sept 24th

Just another play toy I made for myself after seeing the idea on Twitter.

#gpt3 version of Wikipedia rabbit hole.

Sept 25th

Updated capabilities for #miniyohei's ability to support with Due Dilligence!

Check out the results from this test:

Sept 27th

Running more tests on the DD support tool with real use cases.

Check the thread to see startup descriptions and results.
Oct 5

Launched Geppetto!

A no code AI tool on top of #gpt3 to quickly prototype new app ideas on the go.

geppetto.me
Oct 8

Tech Essay Writer
Oct 9

Hacked together voice apps for #stablediffusion and #gpt3 using Apple Shortcuts Scriptable!

Here’s the Stable Diffusion demo (code + shortcut in thread):
Oct 9

Here’s #gpt3 working on the phone.

Input is voice dictation, output is Siri reading response out loud.
Oct 14

Posted a summary of recent exciting X-to-X research. Reached 500k impressions over the weekend!

Oct 16

Prototyped a tool to find relevant startups without worrying about keyword matches, but rather semantic matching.

Useful in finding competitors, relevant tools, and more!

Used OpenAI embeddings for this.

Oct 18

Prototyped a “no code” website builder.

This was really more of an experiment to chain prompts. Don’t think I’ll do more with this.
Oct 19

I've wanted to build a Google Doc integration since I saw @fabianstelzer's Google Sheet.

Here it is!

Template is in thread if you want to copy and play with it.
Oct 20

Built a @zapier integration for #gpt3.

Maybe I can work with @OpenAI to make this available to all.

Who do I talk to?
Oct 21

Built a chatbot with GPT-3.

Purpose was to build out functions to feed the whole chat back to GPT-3 so it can "remember" part of earlier conversations.

This can be used in more than chatbots.

Oct 22

Connected a LinkedIn scraper to GPT-3.

Now I can get anyone's bio with just a LinkedIn URL.

Needs some fix on the parsing of data, but building this functionality directly into our CRM is 🥳

Oct 23

Polished up my GPT-3 integration to Zapier and ran a test.

I can't publish an official one, but I've shared this with a few folks now - excited to help unleash the creativity of the No Code community into the AI community :)

Oct 25

All work and no play makes Yohei a dull boy.

Using Stable Diffusion to play with my kids :)
Oct 26

This time, a request from my wife to do something about all the school emails we're getting.

Solved with #gpt3 + no code!

Oct 27

Quickly prototyped a "No Code AI" app that you define and use at the same time.

Nov 2

Built a generic email summarizer tool that other people can use, based on the school email summarizer I built for myself.
Nov 3

Sharing Siri template for "speaking" with #gpt3.

Nov 3

Widely sharing my unofficial @zapier integration for #GPT3.

Add your API key and give it a go!

Nov 4

Within 1 day of API being announced...

Prototyped a Logo Maker with #Dalle API!

Nov 5

Shared a collection of free and open #gpt3 tools where you can use your own @OpenAI API key.

Nov 7

Starting to think about prompting LLMs with knowledge to avoid in the answer, specifically around personalized education use cases.

Nov 10

Built a playful prototype of a positive and friendly social networking site.
Nov 10

Shared a Apple Shortcut/Siri template for #StableDiffusion!

This let's my 3 year old create images directly without asking me to type it out for her :)

Nov 11

Upgraded my unofficial @OpenAI x @zapier integration to be able to do #DALLE as well.
Nov 15

Laying out my masterplan on replacing myself with AI and becoming immortal.
Nov 17

Sharing the Startup Graphics Generator: creates 100 unique images from a simple input.
Nov 18

Build in Public pod with @thisiskp_
Nov 22

No Code x AI - Speed Build [video]
Nov 23

Prompt Better
Nov 23

Pitch Deck Parser
Nov 27

New Build-in-public Log

Nov 28

Daily Tech News

Nov 28

Logo Generator - This one is public and still live if you want to try it out :)
Nov 29

@miniyohei Twitter account
Nov 30

No Code x AI Walkthrough [Video]
Nov 30

Magical To-Do List
Dec 2

GPT-3 chat with web search
Dec 6

"Pitch Mini Yohei" - a data collection agent
Dec 7

Mini Yohei - Financial Modeling mode
Dec 8

Mini Yohei - Mentor mode

• • •

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More from @yoheinakajima

Yohei Profile picture
May 2
here friends, i open-sourced it: prettygraph



at 201 lines of code (69 in back, 132 in front), it's just a quick hack i did for myself to test this UIgithub.com/yoheinakajima/…
if you're interested in a web app, you can try out (which doesn't have highlights, but has more robust knowledge graph building).

the repo for instagraph is here: instagraph.ai
github.com/yoheinakajima/…
instagraph let's you combine graphs manually but if you're interested in automatically merging graphs, check out my more recent project: mindgraph

github.com/yoheinakajima/…
Read 5 tweets
Yohei Profile picture
May 1
look at this pretty little text-to-knowledge graph ui Image
Image
no confusion here Image
Read 7 tweets
Yohei Profile picture
Apr 19
great to see everyone at AI rabbithole event today!

as promised, here's my deck with abbreviated narrative.

(video was recorded, will share when available) Image
agents agents agents!

40+ agent related github projects today with 500+ stars, 90% of which are less than a year old. Image
where are we going? robots and virtual agents.

biggest difference is that robots are constrained in physical space, and virtual agents can run tasks in parallel and be in multiple "places" Image
Read 30 tweets
Yohei Profile picture
Apr 9
fascinating! the left and right images are built with the same agent log data (last 100 logs).

- left: each log is a unique node
- right: bundled edges/nodes by the function type of the log

result on right let's me easily see most used paths and functions.
Image
Image
Refactored the code and you can visually see the changes by comparing the two graphs!
Image
Image
made it so i can click on a function and see the recent log details of that specific function Image
Read 5 tweets
Yohei Profile picture
Apr 7
version 1 of auto-generate graph of actions taken by the agent

system_chat_handler_advanced is our chat interface endpoint, which used load_skill_description to find and pick the find_similar_files skill to find a relevant skills, which used the generate_embeddings skill to embed the input. then used generate_text_completion to generate the responseImage
filtered out the common functions used by the front-end so it shows me the logs that are most relevant to check Image
ooh breadthfirst makes more sense here Image
Read 8 tweets
Yohei Profile picture
Apr 4
Been talking lots about knowledge graphs and LLMs, specifically for autonomous agents, recently.

Organized some thought here if you want to dig in 👇

KG 🤝 LLM

🧵 (a thread)
For those not familiar, knowledge graphs are a type of data representation in the form of nodes (objects) and edges (relationships) and looks like this. Image
This structure allows for unique querying of relationship related data such as finding shortest path between two nodes, or further more complex reasoning. Image
Read 13 tweets

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