How To Install ChatDev 👑 An Entire AI Tech Team Building Your Apps (re-upload)

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Another update: I just checked, and ChatDev only used $0.13 in credits, which seems oddly low. It also shows that it only used ChatGPT 3.5.
Quick update: I accidentally left some blank footage at the end of the video so I had to re-upload it. Thanks for pointing it out!
In this video, I show you how to install ChatDev, a project that simulates an entire startup team using AI agents and is basically a nice AI coding assistant. You can easily create codebases with just a prompt and visualize the team working together. This is a fun one!
Enjoy :)
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Links:
GitHub - github.com/OpenBMB/ChatDev
Install Instructions - gist.github.com/mberman84/c56...

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27 сен 2023

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Комментарии : 202

@lynnqi6451 9 месяцев назад

I am waiting for your tutorial for installing ChatDev, and here it is🥰 Thanks a lot!

@matthew_berman 9 месяцев назад

You got it!

@vargonian 9 месяцев назад

Hey, you left us hanging, I wanted to see the todo app it came up with. 😃

@Aidev7876 9 месяцев назад

Yeah I was gonna ask the same question lol. Maybe he will upload a new version

@Lemon-lp1qb 9 месяцев назад

Same

@mehdim8808 9 месяцев назад

Probably because it was a really disappointing result

@Aidev7876 9 месяцев назад

@mehdim8808 yeah everything is "super extraordinary amazing game changer revolutionary news" here...

@TropicalCoder 9 месяцев назад

@@mehdim8808 ...or it was so good he's gonna sell it.

@DallasMcMillan 7 месяцев назад

Thanks for the clear video - this was really helpful for me to get ChatDev up and running. I found most of the games weren't too good but as proof of concept it's just amazing and a very satisfying project to try as an intro to AI. I kept getting Tenacity errors talking about ratelimit which seemed to be an AI issue. As my first time using the API I needed to add funds before the code would run beyond the roleplaying stage - after that they started building out apps and games. They were a bit hit and miss but definitely building games and apps to order which in itself just blows my mind. I know that GPT is doing all the heavy lifting but still an impressive little project to try as someone who was a noncoder. Doing it alongside Chat GPT and just feeding it back any problems with the code and giving it the transcript of this and other videos really helped me get unstuck

@andreaswinsnes6944 9 месяцев назад

Very cool :) As always I’m looking forward to the day when we get an AGI or ASI version of this that can make a first class MMORPG :) :)

@Miksa-fx2yb 9 месяцев назад

I'm waiting for your video on Mistral 7B. Your videos are great! Thanks a lot!

@matthew_berman 9 месяцев назад

Coming soon!

@jtjames79 9 месяцев назад

It would be really nice to be able to interrupt the replay, and chat with the virtual developers, to push them in the right direction. And then let the rest of it run again. Repeat until you get exactly what you want.

@yevgenyrad 9 месяцев назад

You can actually use a 'human mode', act as a reviewer and guide the team

@rfphill 9 месяцев назад

You mean introduce the agents to agile programming? Give them 2 minute sprints, write new stories based on if they are on the right track or not... lol.

@jtjames79 9 месяцев назад

@@rfphill Yes, I'm going to pretend that's exactly what I meant. Glad I thought of it. 🙃

@scenespin 7 месяцев назад

@@jtjames79 Project manager human mode unlocked lmao

@techdiyer5290 6 месяцев назад

Well, technically you can write the prompt as long as you want right?

@TeiuExploreJapan 9 месяцев назад

Hey there, Matthew! Hope you doing fine, Thank you so much for your content and for the help! I'm a real beginner, never touched codes, and with your tips and step by step, i could config ChatDev nicelly, Only one thing, I didn't have git installed, so I needed to pause your video and search on google why I couldn't git clone. Anyway, Now I just need to understand how to put the AI workers to do their jobs 😅, I'll search on your channel and other sources. Thanks again, Wish you the very best!

@bustaphatty 9 месяцев назад

Has anyone ever used these to actually build anything? There was a lot of hype around AutoGPT but that was useless too.

@ujjwalchetan4907 9 месяцев назад

True😂

@positivity29 9 месяцев назад

I've been asking this question. Everyone I see tutorials they are obsessed with creating flappy birds😅.... That's not gonna help me in anyway😅

@anthonyjobey8821 9 месяцев назад

I plan in making an app that communicate with a back-end server allowing you to manipulate data in a database while using a graphical interface. Wish me luck!

@Katiebug4ahug 9 месяцев назад

@@anthonyjobey8821 I do the same. it works pretty well.

@Jude_Whit 9 месяцев назад

@@anthonyjobey8821sounds very useful be sure to let us know how it goes

@amanbasanti866 9 месяцев назад

Hey, am really loving your channel and videos. Keep up the good work. Aman

@mikewhite6561 9 месяцев назад

Great tutorial. Thank you

@matthew_berman 9 месяцев назад

Glad it was helpful!

@iseverynametakenwtf1 9 месяцев назад

Can you bypass the OpenAI key and use a local machine?

@samuelaudetarsenault2942 5 месяцев назад

yea i did , its very straight forward but local llm very rarely converge to anything.

@JohnSmith-lx4ov 9 месяцев назад

delivers much higher quality with the same prompt than MetaGPT

@rogerhills9045 9 месяцев назад

Hi Matt. II can only get it to do something basic. I cant get to a certain point and then iterate until i get something that us usable. My prompt was 'create a website to upload epub,docx or pdf and allow it to be summarised or analysed by openai'

@gkennedy_aiforsocialbenefit 9 месяцев назад

Awesome video as always Matt! Quick question. What Mac software do you use for the videos. I am an Engineer tasked with creating E-learning video for our devs and I love the way your videos are put together. Thanks in advance, Gregory

@matthew_berman 9 месяцев назад

OBS for recording, Davinci Resolve for editing.

@gkennedy_aiforsocialbenefit 9 месяцев назад

Thanks @@matthew_berman

@xzineth 7 месяцев назад

ty for this

@Canna_Science_and_Technology 9 месяцев назад

Great videos as usual. Thanks for sharing. It’s a bit clunky…. Type a description of your app in the terminal? Modified it to read a yaml file with all the info…. Ahhh! Much better.

@SIP871 8 месяцев назад

It would be nice, if you could give them an existing code project, that they can start to build on, that they can refactor and extend.

@japossert 8 месяцев назад

I am working on that myself, trying with Docker and memAI

@PeachtreePlatinum 8 месяцев назад

Is there a way to get the ChatDev team to prompt the user for files to reference in the code? Or can I put files in a folder that the agents will pick up and use?

@HaseebHeaven 9 месяцев назад

Hi Matt , good video , which software you use for Video recording on Mac ? i use Obs studio

@matthew_berman 9 месяцев назад

Yep that’s what I use!

@warlordkeys 9 месяцев назад

This is the most difficult repository I've ever worked with in half a century lol. You're video is better than most but this whole process is chalked.. lots of missing details that really REALLY matter when it comes to files, libraries, paths etc... beware before diving into this project lol cause it will not be as easy as any of these "TUTORIALS" show it to be xD.... if I didn't have experience I wouldn't of been able to even get the ENV running lmao

@Levicandoit 9 месяцев назад

Maybe post a comment with helpful information that could be included instead of just bitchin in a comment?

@googleuser298 9 месяцев назад

HE is right through. I got it working but this video was clearly rushed. He did not even show his own example working. He provided one that came with the program..@@Levicandoit

@ronak.creates 8 месяцев назад

How did you get the env working it wasnt working for me.

@adamperry3327 9 месяцев назад

Hey Matthew, love your content. I aspire to teach myself coding and work on my own opensource LLM integrations. Do you think you could post the basic hardware and software you like to use in your bio or something. I'm using VsCode and Conda and figured out a weird powershell workaround to use conda with it, but I'm uncertain if there is a better way in general.

@matthew_berman 9 месяцев назад

Hey that's a great idea. I'll do that.

@techdiyer5290 6 месяцев назад

I use pip as an installer, and pycharm as an ide. But Mathew also made a video on using LM studio, where you can download any ai you want, "that your computer can handle" and work with it like chat gpt.

@Gtilar 9 месяцев назад

Hey, I keep gettting stuck in the API Key part. When I paste the Key it and hit enter in anaconda it says the following: The filename, directory name, or volume label syntax is incorrect. Would really appreciate it if I can get help for this! Thank you!

@RolledupKz 5 месяцев назад

Me too

@RolledupKz 5 месяцев назад

I partnered with the main developer for Maker DAO. He has a 5 year built API system that will scrape any data with his API system.

@martinseterosten5652 8 месяцев назад

I watched your video about LM Studio, could this be used with LM Studio instead of chatgpt? Point to the localhost server started with LM Studio?

@oddmann8875 9 месяцев назад

There's video now! 😊😂

@LordDougall 9 месяцев назад

works great thanks

@nathanbollman 9 месяцев назад

This is cool, but I get more excited when these AI projects work with local LLMs... Want my data to be MY Data.

@matthew_berman 9 месяцев назад

Agreed

@ryzikx 9 месяцев назад

open ai api calls aren't used for their data afaik, at least according to their website

@seriesophile6577 9 месяцев назад

Add llama models locally

@kigas24 9 месяцев назад

Can you make a video on AutoGen? It's also a multi-agent framework.

@matthew_berman 9 месяцев назад

Yes!

@James-ip1tc 9 месяцев назад

I'm still looking for one of these that works with an off-the-shelf public available LLM like llama 2. I would love it to work all night but I don't want to pay open AI

@scitechtalktv9742 9 месяцев назад

That is what I would like to

@James-ip1tc 9 месяцев назад

@@scitechtalktv9742 it can get expensive particularly with these open-ended repetition quarries to the AI

@mariusorani 9 месяцев назад

I was waiting for the next snake game :)

@matthew_berman 9 месяцев назад

Lol I can't tell if you guys like the snake game example or not...

@alx8439 9 месяцев назад

How much of them do we have so far? BabyAGI, AutoGPT, GPT Engineer, Aider, Open Interpreter and now this one. And all of them out of the box were only supporting OpenAI GPT models. Looks like it's some group of engineers inside of OpenAI making all those projects just to pump up sales of tokens :)

@ujjwalchetan4907 9 месяцев назад

Exactly! I was also thinking the same!!!😅 It's a scam

@umadbroimatroll7918 7 месяцев назад

Its open source, modify it to use another api. Better yet, use cgpt to modify it to use a different cheaper gpt

@Alon21Ashkenazi 9 месяцев назад

I guess we're still far from agents doing proper work. I asked it to create a simple webapp that allows you to enter and edit some things, export to csv and call some API. It created a regular TK app, allowed to enter something, didn't add dates as it should, wasn't a webapp, did not do anything towhen analyze is clicked, and basically didn't do about 85% of what it was told.

@veganboss93 7 месяцев назад

Same here. Should have created a simple website, but couldn't really achieve it. Just a simple page with navigation. It's not really what I was looking for.

@Jump-2-the-moon 9 месяцев назад

Can you give a tutorial on AutoGen?

@matthew_berman 9 месяцев назад

Yep I’ve had multiple requests for this!

@305i3jejr 9 месяцев назад

Is there a way of using a different llm model, one that is running locally?

@matthew_berman 9 месяцев назад

I don't believe so.

@wanghang7315 6 месяцев назад

I would like to add an HR robot, review and fire the low performed code boy on weekly basis, and see how do other code boys react.

@Decay3333 9 месяцев назад

They need this for creating an Ai Rock Band

@hypes057 9 месяцев назад

As a windows user, env:OPEN_AI_KEY didnt work. per the instructions url, set OPEN_AI_KEY=THE_API_KEY worked. Thanks for the tutorial!

@SepticIndia 9 месяцев назад

Matthew, your next video has to be on AutoGen. Please!

@matthew_berman 9 месяцев назад

News video coming tomorrow, then Autogen!

@christiandiaz587 Месяц назад

Muchas gracias por el video, muy ilustrativo e intuitivo. Pero sería interesante avisar al comienzo del video que se necesita una cuenta de pago con OpenAi para poder usar estas funciones. Al menos, para los recién llegados a este mundo del IA como yo, que aún no entendemos todo lo relacionado con los tokens y cosa así. Saludos desde Chile

@aero4865 9 месяцев назад

I can't seem to get my api working, It says that the filename, directory name, or volume label Syntex is incorrect Can someone help. I'm very new to any type of coding but I wanted to see if I can do this as it seems interesting.

@geddylee4813 9 месяцев назад

Mine says the same.

@geddylee4813 9 месяцев назад

I found a solution someone posted that seemed to work for me " @benjiq732 1: conda env config vars set OPENAI_API_KEY="PUT KEY HERE" 2: conda deactivate 3: conda activate ChatDev_conda_env"

@klubsterrlol4804 9 месяцев назад

use this command setx OPENAI_API_KEY “”

@MusicLover-rr9yg 9 месяцев назад

mine also same problem

@GetRealwithMike 6 месяцев назад

Can this use an opensource LLM instead of proprietary like OpenAI? And can you make the video using a Windows computer instead of Mac?

@RZRRR1337 9 месяцев назад

Anyone know any LLM app like this in order to create a mobile application (flutter or react native)?

@unc_matteth 9 месяцев назад

great video! i am going to try it out this weekend! also, I am going to jump into your discord and send you a message. I have something pretty amazing my kiddo and I have been working on to show you!

@matthew_berman 9 месяцев назад

awesome. and sounds good re: discord!

@ishansonavane6923 9 месяцев назад

Hi Matt, great video. I am getting a rate limit error. Any idea how to fix this? I have checked and I have balance in my open AI account but it wont go past the first few steps when i provide the description of my app.

@hurry-dentist 8 месяцев назад

Hi ) You fixed this ? i have this problem

@michelletadmor8642 7 месяцев назад

@@hurry-dentist any fix?

@FaithFamilyIT 7 месяцев назад

When trying to enter my Open AI API key i get this response from the console "The filename, directory name, or volume label syntax is incorrect." Anyone able to help me out with this?

@jichaelmorgan3796 9 месяцев назад

Which version of gtp did it use and what are the costs? Is there a way to set limits so they don't get stuck in a loop and accumulate a ton of tokens? I used that gpt assistant extention for chrome and it got stuck looping and used up all my tokens.

@matthew_berman 9 месяцев назад

Seems like it used GPT3.5 and it cost about 13 cents...I also ran it 2-3 times. So it was very inexpensive.

@jichaelmorgan3796 9 месяцев назад

@@matthew_berman Wow, awesome, thanks!

@kiwiboysl 9 месяцев назад

I made space invaders with it using the GPT3.5 version and was the same around 13 cents. although I got what a paid for if you get what I mean, tomorrow I'll run it with GPT4

@andyandbob 8 месяцев назад

@@kiwiboysl What was the GPT4 cost?

@minus5m 9 месяцев назад

Can someone explain the difference between this and Microsoft Autogen? They both seem to be fairly similar..

@matthew_berman 9 месяцев назад

Autogen gives you a framework to build your own team, with definitions. It's much more flexible is my understanding. I'll be making a video about it soon.

@fiftyshadesofgrey1991 9 месяцев назад

Oh, my dream just almost came true🎉

@learning_AI 9 месяцев назад

Could this be used to create and manage an e-commerce website?

@matthew_berman 9 месяцев назад

Create, yes. Manage, probably not.

@ScottVanKirk 9 месяцев назад

What I would like to know is how expensive was it to develop that flappy bird example. In general, how much AI time do you use up here?

@brookoldre4999 7 месяцев назад

I ran this tutorial and had the team build a blockchain based web app. I got it wrong a couple times before I got it right. total cost $0.14

@igloojones2761 2 месяца назад

when I get to the step to install the requirements.txt it does not find the file when I look at what was downloaded it is missing? is there another step I can use to get that file or a workaround

@ozzy1987mr 9 месяцев назад

existe forma de hacerlo funcionar con otro LLM?

@Deark830 8 месяцев назад

Thanks a lot for this tutorial. Since I'm not expert I can't work the Env command for call the API. On windows it says "the syntax of the file name directory name or volume label is incorrect" I know that probably this is a dumb question, but I can't find anything on web.

@lucasbazani4802 8 месяцев назад

same

@lucasbazani4802 8 месяцев назад

Windows: set OPENAI_API_KEY="yourkey"

@WeisenbergTKMrWhite 8 месяцев назад

Is this possible with a local LLM? with something like oobabooga or LM Studio?

@fuzzyorangetv 9 месяцев назад

can you use llama for this?

@xavierf2229 9 месяцев назад

Hi,where is the app you generated with chatDev? Why didnt you showcased it?

@nanaboakyeoseitutu6896 9 месяцев назад

Can this be installed on RunPod, and would it be costly

@Nabo2 5 месяцев назад

bro I'm so confused how did u get the blue arrow on the (base) to AI projects

@vicioustide 6 месяцев назад

So what are total expenses here? $99/mo for ChatGPT4 access? Then $0.14 per power usage for each app?

@yagoa 9 месяцев назад

can it use gpt4all?

@Zivafgin 9 месяцев назад

Does someone know how better or different is from MetaGPT or others?

@Captainmacmanny 3 месяца назад

Command for window to set api key is - set OPENAI_API_KEY=

@NicNADZ101 9 месяцев назад

Hey Mathew, this isn't working for me :( Iike your video but I wish you went more in depth and showed what it looks like when it works and explained how to setup everything. Mine won't get past the first message from the CEO, please explain how to troubleshoot this

@DallasMcMillan 7 месяцев назад

I needed to add some funds to the Open AI API account before it would start working.

@steveclark9934 9 месяцев назад

Do I have to pay any royalties to the company for any software I make? Any type of hidden fees or costs involved to the creators of chat Dev?

@yevgenyrad 9 месяцев назад

No, it's open source, you use your own API keys and you pay for the usage so why would you pay royalties to a 3rd party

@matthew_berman 9 месяцев назад

You use your own API keys so you just obey OpenAI’s permissions

@ra_au2553 8 месяцев назад

Keep getting this error in terminal: incremental_develop=check_bool(self.config["incremental_develop"])) KeyError: 'incremental_develop' any ideas on how to solve?

@CodyLScaggs 9 месяцев назад

For some reason it won't get past the first message the CEO. I'm not sure why. I also noticed that it says my API Key was not found, but I entered it correctly. Not sure why this is happening.

@DucNguyen-99 9 месяцев назад

We are using the openAi API key- any cost involve for using it ?

@boukm3n 9 месяцев назад

Yeah man just Google “open ai api pricing” you’ll find it. It’s not that bad but GPT-4 is way more expensive than 3.5

@matthew_berman 9 месяцев назад

Yes, OpenAI API costs money.

@AsaMelech 9 месяцев назад

Mine didn't work somehow. It didnt move past the CEO's first "speech"

@Naoufal933 9 месяцев назад

can it create apps in another language ? like a php web app?

@adriaanb7371 9 месяцев назад

There should be an openai login with aí projects just like a Google login that gets me to automatically put in my openai API key for limited use...

@matthew_berman 9 месяцев назад

Not sure I understand, can you elaborate?

@adriaanb7371 9 месяцев назад

@@matthew_berman there are so many production AI sites that need you to pay money because they use their openai API under the hood. I would like to be able to use my own, so those projects can keep it practically free since they don't have the API cost. (Same as filling in your key as an environment variable with chatdev) Also, why not get a way to route API calls directly to the chatgpt+ that I am already paying for anyway. Much of the API functionality chatgpt will be able to handle directly. 🤑 None of these public AI sites will go viral if they have to charge separately.

@revelationspy1 5 месяцев назад

How much is each token and what type of coins are used. They are all AI bots not people? Facinating

@AsAs-rd3kc 9 месяцев назад

Why do you use conda not virtualenv?

@Orphaliman 3 месяца назад

I ran into a couple issues on windows. First, I had to change the python command for the API key to start with SET, not $env:. Later I had issues with your prompt running the visualizer. you had the thing set for python online_log/app.py, but online_log should be visualizer instead. Other than that, it worked a charm.

@SimaoMoura 9 месяцев назад

Hello. Good morning, can anyone help me please? It may not be the correct site, and if so I apologize. But I'm starting to learn how to program. I'm using MacBook and I only have both times " ". Does anyone know how to add single quotes? After my ESC key there are no single quotes. Can someone help me please? Thank you very much

@backtothepast953 9 месяцев назад

Na maioria das vezes tanto aspas duplas:"Olá" quanto aspas simples:'Olá' tem o mesmo valor, tipo, faz a mesma coisa e na programação pelo menos, da na mesma na maioria dos casos '-'

@theross 9 месяцев назад

It would be nice if you mentioned how much it cost you, as using an openai api key is not free. :(

@matthew_berman 9 месяцев назад

Good point. I haven't checked yet lol. I'll add it to the description.

@unhandledexception1948 3 месяца назад

Is there a technical reason why these dev agents seem to only be able to code in python ?

@frricbc4442 9 месяцев назад

Does this work with bard api key?

@matthew_berman 9 месяцев назад

I do not believe so.

@wasimdorboz 3 месяца назад

before i say goodbye to my software engineering job alert me plz

@jargolauda2584 9 месяцев назад

Looks fun, what about existing large project? Aider can do it, but it's very limited, with gpt3 it's pretty useless, too small window size. I think we need automatic fine tune and to put the codebase into vector store? Any news on this?

@decaturdev7127 9 месяцев назад

gpt3 can't code, so not worth trying.

@SzczepanBentyn 9 месяцев назад

It Still can't do research online

@hasarajayasinghe 7 месяцев назад

can i run this with chatgpt free subscription?

@googleuser298 9 месяцев назад

So what happens when a Chatdev game does not work? No way to interact with them

@Aidev7876 9 месяцев назад

And the todo list app is still in the todo list

@PadraighFitzgerald 6 месяцев назад

my work is not in warehouse what do i do

@SaidThaher 9 месяцев назад

Nice one , but you need open you wallet wide 😂😂😂

@davestyles128 9 месяцев назад

Yeah but does the code work? How much did it cost in USD to do this?

@ChristopherJohnsonIsAwesome 8 месяцев назад

The code was 90% there, and it cost me 5 cents.

@techdiyer5290 6 месяцев назад

Why do you use anaconda instead of pip?

@revelationspy1 5 месяцев назад

Can they help me make a simple website?

@developermct 9 месяцев назад

After installing conda, I still get this... bash: conda: command not found

@matthew_berman 9 месяцев назад

Restart your terminal.

@dannoob007 7 месяцев назад

"cd ChatDev" Command does not work :( I get the following response: "-bash: cd: ChatDev: No such file or directory"

@moafwaz5563 9 месяцев назад

FYI the Conda commands given do not work for windows users

@kaoticknight3263 9 месяцев назад

Try conda env config vars set OPENAI_API_KEY="replace with your api key"

@wrillywonka1320 9 месяцев назад

why does everyone keep saying this is free when its not? you have to pay for the api.

@mirek190 9 месяцев назад

yes ..that just stupid ... it should use offline llms like code llama or wizardcoder or somethig similar.

@clray123 9 месяцев назад

Don't forget to let us know what masterpieces your AI team has developed for you.

@matthew_berman 9 месяцев назад

What?

@Aaronius_Maximus 9 месяцев назад

@clray123 Hey! Let's not be selfish here! Don't forget to share your own masterpiece ideas too, I'm sure they would be extremely valuable!

@clray123 9 месяцев назад

@@Aaronius_Maximus It's not me who is hyping up this crap with each video.

@PadraighFitzgerald 6 месяцев назад

why isnt my work inside warehouse

@richardtaubin4306 9 месяцев назад

Aieee

@allinallgames9252 8 месяцев назад

Damn $48 though

@ChristopherJohnsonIsAwesome 8 месяцев назад

Where are you getting that from? It only costs 5 cents using 3.5.

@allinallgames9252 8 месяцев назад

@@ChristopherJohnsonIsAwesome i believe he said it in the video

@BR-hi6yt 9 месяцев назад

Anaconda? - no thanks - its a monster. And it uses its own version of python, sets PATH and messes my system up. Also, I do not have a GPU on my PC so I bet this doesn't work as usual. And Visual Studio code? - nope not on my mini PC. But ChatDev does look cool from the video - good job devs.

@samuelaudetarsenault2942 5 месяцев назад

Concept is nice but really dont get over hiped this wont do anything more complex than tic tac to.