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Yohei Profile picture
@yoheinakajima
Jan 24 • 3 tweets • 2 min read • Read on X
haha, i used @openai operator build, deploy, and open source a tool on github using @replit agent.

took about 30 min, here's an ~8 min supercut video

thoughts:
- while working with replit agent, it actually deployed the app, tested it, and described the error back to replit agent for me
- operator asked me a few more Qs than i wanted, but it was mostly for safety (eg filling forms) so i guess okay with it
- it had trouble with a few things around UI like knowing it needs to scroll a page to see the rest of it, and it needed pointers to find the git feature in replit
- once it found the git feature it didn't need my assistance to create a repo and open source after having the agent write a readme

while a bit slower, this was even more automated than replit agent (especially testing features and working through errors) - which is impressive

would be nice to have: push notifications for when it needs my attention, and voice mode capabilities


this was a test so i went with the classic to-do app, but with a twist: it's for agents

- API for agent to create, read, update, delete tasks
- user web UI for manually managing tasks
- test UI for testing endpoints
- API performance metricsgithub.com/yoheinakajima/…
oh man i just realized i should have had it build an agent

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More from @yoheinakajima

Yohei Profile picture
Jan 23
this is for the minimalist coders 🫡

open-sourcing pippin-lite!

a minimalist template for a dynamic self-building autonomous agent

with only 227 lines of code, it can connect with X, github, airtable, etc. and execute self-written code!

github/more 👇 Image
given the pippin framework is a spiritual evolution of babyagi, felt fitting to call this babyagi-2o extension: pippin-lite. it adds dynamic tools/auth via @composiohq

make sure to check out the pippin framework if you haven’t (QT’d here)
it’s basically a single LLM loop that has access to the 250+ composio tools, with fallback to writing/updating new skills and installing required imports

github:

designed for close ended tasks, it’ll loop through a couple approaches until it’s complete (or gives up)github.com/pippinlovesyou…
Read 10 tweets
Yohei Profile picture
Jan 22
here we go…

open sourcing the $pippin framework!

for launching digital beings like @pippinlovesyou

- character config
- reusable and dynamic skills via @composiohq
- activities w/ cool down, etc
- memory mgmt

here’s a ~4 min super cut of the live demo

github & more 👇
github:

quick background: @pippinlovesyou the unicorn is a digital being operating 24/7, taking naps, going on walks, and occasionally communicating w the human world

during a winter break refactor, decided to open source as a framework.github.com/pippinlovesyou…
core loop is activity selection and execution, which kicks off after configuring your character and choosing an LLM (and adding api key)

auth into composio tools for dynamic skills or add your own in the skill folder. then build activities that use these skills! Image
Read 14 tweets
Yohei Profile picture
Nov 18, 2024
woah what a week, @pippinlovesyou has 8k+ followers and had his first livestream this weekend.

the meme coin inspired by pippin has 18k holders and the telegram has 4k+.

i collected some key moments from the first week below 👇
this thread from Monday captures the first 36 hours so I’ll drop it here. to summarize:

- posted a pic of a unicorn generated by AI
- upon request, used AI to name it
- a meme coin started
- i jumped in
- decided to turn pippin into an AI influencer
i used Claude to generate some pippin animations and made a site where you can try them out
Read 15 tweets
Yohei Profile picture
Oct 18, 2024
open-sourcing "babyagi-2o" 🫠

the simplest self-building general autonomous agent that builds and uses new tools as needed

📃 174 lines of code
🔁 single llm loop starting with three tools:
🛠️ create_or_update_tool (dynamically loaded)
📥 install_dependencies
🛑 task_completed (to exit loop)

github/replit👇Image
here is the github:
github.com/yoheinakajima/…

here is the replit:
replit.com/@YoheiNakajima…
this is a quick exploration into the simplest form of an autonomous agent that could hypothetically do anything.

pretty surprised at the variety of tasks it's been able to do (albeit not always well or reliably).
Read 8 tweets
Yohei Profile picture
Oct 17, 2024
ooooh yess i got this working in 244 lines of code

- single llm loop with three tools
- installs required packages
- creates new tools and loads it for itself dynamically
- uses the tools to handle user request

in this case, i asked it to scrape techmeme:

iter 1: install 'requests'
iter 2: install 'beautifulsoup4'
iter 3: create_tool (error'd)
iter 4: create_tool (worked)
iter 5: use new scrape_techmeme tool
iter 6: write summary

task completed!Image
Image
😮 ohhh... it's less code but can do the same thing* ditto can... it just created a create_directory tool and so on...

*almost the same - it can't create a flask app because it accidentally initiates the flask app and kills the loop. but it can write multi-file apps. Image
Image
Image
for clarification, this is different (and simpler) than ditto, which i just shared

ditto just created a python flask app
this one creates it's own tools

Read 8 tweets
Yohei Profile picture
Oct 15, 2024
introducing "ditto"
the simplest self-building coding agent

📄 ~500 lines of code
🛠️ can build multi-file apps
🔁 a simple LLM loop with 5 tools

github/replit/more below 👇Image
to jump right into it, here's the @github: github.com/yoheinakajima/…

here's the @replit: replit.com/@YoheiNakajima…

when you run the app, you'll be welcomed with this simple form.

describe the app you want and click "submit" Image
now, sit back and wait as it loops through the LLM calls using the various tools to complete your app.

you'll notice progress updating in the front-end like this Image
Image
Read 5 tweets

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