AI agent that install packages, writes code, runs it, debugs itself, writes to file, and deploys | OpenAI | Page 1

primal obsidian Mar 16, 2023, 9:59 AM

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We made an AI agent that's capable of using various tools to achieve a full end-to-end workflow of deploying a server. I only provided the instructions and it did all the required steps.

I posted about on Twitter - https://twitter.com/mlejva/status/1636103084802822151
The demo video is here - https://www.youtube.com/watch?v=beYWhTsVcU8

The AI agent can:

Write & run code
Make curl requests
Install packages via NPM
Write to file
Make git commits and deployments

It's using GPT-3.5

Vasek Mlejnsky (@mlejva)

Does your AI write code, run code, debug itself, install packages, writes to files, and deploys the code?

Mine does
https://t.co/1kGIFRSZxg

YouTube

Vasek Mlejnsky

AI that installs packages, writes code, runs it, debugs itself, wri...

This is a demo of an AI that's capable of using various tools to achieve a full end-to-end workflow of deploying a server. I only provided the instructions and it did all the required steps.

In the end, I was a bit confused why the requests aren't working but I just needed to wait for the server to get updated.

The AI agent can:

Write & run ...

▶ Play video

latent vault Mar 18, 2023, 5:49 AM

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very cool. I assume you used langchain?

broken tusk Mar 18, 2023, 3:06 PM

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this is cool

primal obsidian Mar 18, 2023, 5:48 PM

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yeah, used langchain but all the tools are custom

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we actually gave the LLM a cloud playground where it could use the tools

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we also customized a bunch of things from langchain but it definitely made us move faster

placid island Mar 18, 2023, 6:33 PM

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Will you put this up on github @primal obsidian ?

primal obsidian Mar 18, 2023, 6:34 PM

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We will see. Maybe. It's currently part of a codebase of a bigger project that we want to launch soon

frosty thunder Mar 18, 2023, 6:47 PM

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dude! this is so cool! I was working on something similar for my disertation!

marble pelican Mar 18, 2023, 10:36 PM

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This is crazy! A little scary scary though. lol

primal obsidian Mar 19, 2023, 7:43 AM

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@frosty thunder would love to see/read/chat about your disertation! Is it publicly accessible anywhere?

primal obsidian Mar 19, 2023, 7:44 AM

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marble pelican This is crazy! A little scary scary though. lol

We run all the code in sandboxed cloud envs. We essentially give the agent a cloud playground where it can develop

frosty thunder Mar 19, 2023, 11:07 AM

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primal obsidian <@201336983581097984> would love to see/read/chat about your disertation! Is it ...

Not yet, just going through the final writeup phase! I dont think my results were as impressive as yours. I was asking it to format its requests into json, and to set the “mode” key into “user” or “code”.

Sometimes when debugging its code, it would just forget about the json format and screw everything up.

Plus i wasnt using langchain which i only recently discovered.

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If i do a v2 hopefully i could get similar results

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Great work!

primal obsidian Mar 19, 2023, 11:16 AM

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thanks! feel free to dm me once you have something working, I'm curious to check it out

broken tusk Apr 6, 2023, 4:12 PM

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hm

fresh plaza Apr 14, 2023, 6:52 PM

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May I ask if there are any parts or projects which can wrote code available somewhere?

primal obsidian Apr 18, 2023, 7:38 AM

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Hey @fresh plaza sorry for the late response. Check out https://e2b.dev

e2b - Your Own Virtual Developer | Build Software With The Help Of ...

Your own open-source virtual developer. e2b uses AI agents to build software for you based on your instructions.

#AI agent that install packages, writes code, runs it, debugs itself, writes to file, and deploys