Build AI agent workforce - Multi agent framework with MetaGPT & chatDev

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  • เผยแพร่เมื่อ 2 ม.ค. 2025

ความคิดเห็น • 209

  • @theguitarslinger1
    @theguitarslinger1 ปีที่แล้ว +59

    I'm torn... I want this channel to do well, but I selfishly want to keep it a secret so I can use the information before everyone else does. Dude is dropping straight knowledge here.

    • @Udayjha0312
      @Udayjha0312 ปีที่แล้ว +1

      can it work as my office for my new startup

    • @truthbetold3994
      @truthbetold3994 ปีที่แล้ว

      How did that work with gpt? 😂

    • @josh-cent
      @josh-cent 10 หลายเดือนก่อน

      This guy shines

  • @luxipo9934
    @luxipo9934 ปีที่แล้ว +143

    This is the best value AI channel on TH-cam, no fluff, no bs, pure value. Thanks for sharing, keep going.

  • @jaysonp9426
    @jaysonp9426 ปีที่แล้ว +11

    I literally just started building this for my startup. Your timing couldn't have been better

    • @sawazalz9764
      @sawazalz9764 ปีที่แล้ว +3

      what is your startup about?

    • @jaysonp9426
      @jaysonp9426 ปีที่แล้ว

      @@sawazalz9764 it's a job networking app that matches people based on personality, core values and shared interests. Basically, instead of sending out a thousand resumes you match with people who make warm introductions to hiring managers for you.

    • @mhb11
      @mhb11 ปีที่แล้ว

      Same marketing agency that's explained in the video by Jason @@sawazalz9764

  • @MichaelHoughton_
    @MichaelHoughton_ ปีที่แล้ว +24

    🎯 Key Takeaways for quick navigation:
    00:03 🤖 Introduction to AI agents and their components
    01:00 🤝 Multi-agent collaboration and projects
    02:10 🧠 MetaGPT and Chat Dev: Multi-agent frameworks
    03:47 📄 HubSpot and Jasper research on AI content generation
    04:30 🛠️ Setting up Chat Dev for custom agent teams
    09:22 💼 Creating a custom AI marketing agency in Chat Dev
    12:38 🚀 Exploring the possibilities of multi-agent AI
    Made with HARPA AI

  • @J3R3MI6
    @J3R3MI6 ปีที่แล้ว +10

    Solid video Jason! We need more of this! Agents are everything right now.

  • @davidbenson8127
    @davidbenson8127 ปีที่แล้ว +38

    I really love this video series. You are demonstrating ideas that I think are really important for understanding the power and limitations of artificial intelligence.

  • @freeideas
    @freeideas ปีที่แล้ว +6

    Yet another excellent video! I hope and expect this channel to have explosive growth.

  • @ithaca2076
    @ithaca2076 ปีที่แล้ว +3

    everything i do pauses when i see your videos!!!

  • @CharlesFloate
    @CharlesFloate ปีที่แล้ว +2

    Great video Jason! One of my favourite channels for AI now.

  • @kasunldon7607
    @kasunldon7607 ปีที่แล้ว +11

    great content Jason, really feel like I'm learning about the cutting edge watching your updates

  • @joejiang8353
    @joejiang8353 ปีที่แล้ว +12

    enjoyable to watch this video! I love how you keep your contents easy to understand while still giving an dive into code

  • @spicer41282
    @spicer41282 ปีที่แล้ว +2

    Jason,
    Absolutely THE LLMs Niche! you are chosen for!
    Please focus on MultiAgents on your channel!
    Look forward to your next 1 on this!

  • @jeanfrancoisgutierrez8545
    @jeanfrancoisgutierrez8545 ปีที่แล้ว +2

    Dude that was< amazing, i'll create my own agents to outsource my entire job now.

    • @JenniferGoodwin
      @JenniferGoodwin 11 หลายเดือนก่อน

      Willing to pay someone to set this up on my machine and guide me around the basics.

  • @JakeWoken
    @JakeWoken ปีที่แล้ว +5

    Love your channel... Thanks for these type of videos. The possibilities that are opening just before our eyes are mindblowing and these videos are very informative and give us a quickstart to begin testing ideas. Keep it up!

  • @thebelayknot
    @thebelayknot ปีที่แล้ว +4

    I swear that this guy talked on so many topics that i have contemplated myself and have wanted to know more about. Either the algo is getting better or something, but it feels like we're racing towards the synchronicity!

    • @ShannonJosephGlomb
      @ShannonJosephGlomb ปีที่แล้ว

      Can't happen seems like there is going to be a war probably now 😢 wonder how long humans detonate all the nukes

  • @uenonsky
    @uenonsky ปีที่แล้ว +3

    🎯 Key Takeaways for quick navigation:
    00:03 🤖 AI agents có thể làm nhiều nhiệm vụ phức tạp một cách tự động
    02:10 🤖 MetaGPT và chatDev là hai framework đa tác nhân phổ biến
    03:34 🤖 HubSpot và Jasper nghiên cứu về việc sử dụng AI để tăng cường quy trình tạo nội dung
    04:30 🤖 Cài đặt chatDev đơn giản: clone repo GitHub, cài đặt dependencies, thiết lập API key
    12:10 🤖 Tạo đội AI agent của riêng bạn trong chatDev bằng cách tùy chỉnh các thành phần và tác nhân
    Made with HARPA AI

  • @SynfinityMSP
    @SynfinityMSP ปีที่แล้ว +3

    Wow this is a great vid! I'm a programmer, and I'm into chatGPT, but this video was the first time I saw this multi agent process really played out well and explained. I love that you can get a python library too! ChatDev seems awesome I'm cloning literally rn

    • @SynfinityMSP
      @SynfinityMSP ปีที่แล้ว

      Now, you skipped mentioning that you need paid ChatGPT tokens for the api, but I suppose I had the inclination it was like that. Anyway, first time I’ve paid for some!

    • @drumna
      @drumna ปีที่แล้ว +1

      ​@@SynfinityMSPhey, how was your experience with it so far? im considering to try this out myself, would u recommend it? (im also a programmer)

    • @SynfinityMSP
      @SynfinityMSP ปีที่แล้ว +1

      @@drumna yes it's good and fun. Have done a surprising amount of calls to it for only 3 bucks. I haven't got it to create a program exactly like what I want yet, but I'm definitely going to continue. There are in-depth features, like he explains in the video, that I've had to grow my understanding of, but that's part of what makes it intriguing. That and the fact that it gets pretty close with just the default settings

  • @gua_s
    @gua_s ปีที่แล้ว

    dude I asked an ai agent twitterbot how to achieve this yesterday with no answer back; today I open TH-cam in my computer and bam ! here it is thnx!

  • @pavellegkodymov4295
    @pavellegkodymov4295 ปีที่แล้ว +1

    Thanks for the video, Jason, I like a lot the way you are giving information, very consise and useful. High insites density))

  • @TheWatshingMan
    @TheWatshingMan ปีที่แล้ว

    Wow! Imagine hooking up your own Webscraping Bot to the Agents so that they can get current and up-to-date info...They can analyse current trends, predict future outcome with x probability or do time consuming tasks for you like a project manager or assistant would do.
    Im blown away and cant wait to try this out myself!

  • @dmitryy2199
    @dmitryy2199 ปีที่แล้ว +2

    Jason, your videos are a real goldmine! Thank you do much for your help and time!

  • @adriaanb7371
    @adriaanb7371 ปีที่แล้ว +2

    real quality videos, thanks!

  • @OFMdylan
    @OFMdylan ปีที่แล้ว +3

    Don’t sleep on Jason 👽

  • @coderaiders-yt
    @coderaiders-yt ปีที่แล้ว +4

    It’s great to see such in depth coverage. We built such a team of agents in the AutoGPT Udemy course with Rust. I learned a lot about AI functions doing this. BTW - yours is my favourite AI channel!

    • @JenniferGoodwin
      @JenniferGoodwin 11 หลายเดือนก่อน

      Willing to pay someone to set this up on my machine and guide me around the basics.

  • @АндрейБогаев-ы2я
    @АндрейБогаев-ы2я ปีที่แล้ว +2

    Super content. Do more. I'm looking forward to the new video 🙌🏾

  • @annacanal6012
    @annacanal6012 ปีที่แล้ว +2

    That's the best hands-on video on AI I've seen by far. Thanks a lot for this effort.

  • @Malins2000
    @Malins2000 ปีที่แล้ว

    dude. Instant subscribe here.
    I am shocked now how easy it is.... I need to more research on using AI agents

  • @thezyreick4289
    @thezyreick4289 ปีที่แล้ว

    great information, particularly in regards to customization. I have not seen another video yet that goes into detail on customizing chatdev

  • @natanribeiro6536
    @natanribeiro6536 ปีที่แล้ว +4

    🎯 Key Takeaways for quick navigation:
    00:17 🧠 High-level AI agents have four main components: profile, memory, planning, and tool usage capabilities.
    01:00 🏢 Companies are increasingly integrating specialized AI agents into their workforce for various tasks.
    01:27 🤝 Projects like "camel" explore how multiple AI agents can collaborate for complex tasks.
    02:22 🌟 MetaGPT and ChatDev stand out as frameworks for creating teams of agents with different specialties.
    03:06 🛠️ ChatDev allows customization of AI agents and their roles, making it flexible for various applications.
    04:01 🤖 Limitations and ethical considerations of using AI in content creation are being researched.
    05:13 💻 Setting up ChatDev involves cloning the GitHub repo and installing dependencies.
    07:17 📋 ChatDev uses a "company config" folder to define teams, tasks, and standard procedures.
    09:37 🎯 The video demonstrates creating an AI marketing agency using ChatDev.
    12:38 📈 Practical application shows ChatDev successfully brainstorming and generating a social media post for a newsletter.
    Made with HARPA AI

    • @finnews_
      @finnews_ ปีที่แล้ว +1

      Wtf I thought u wrote this!! But U used efficiently Harpa AI. Thanks for the tool name.

  • @appleforth
    @appleforth ปีที่แล้ว

    Hey Jason I just found your channel, awesome content. +1 subscriber

  • @WWG1-WGA
    @WWG1-WGA ปีที่แล้ว

    This is the future for us who program “AI” , I can see it clearly.

  • @MJFloof
    @MJFloof ปีที่แล้ว +2

    Mayo Clinic style patient evaluation comes to mind

  • @MarawanIsmailArt
    @MarawanIsmailArt 8 หลายเดือนก่อน

    thank you for explaining, it was very nice I hope you make more videos like this for us to harvest the Ai Technology.

  • @asithakoralage628
    @asithakoralage628 ปีที่แล้ว

    Hi Jason, this is great value ans super important for companies. Thanks a lot. The channel for AI, keep up the good work

  • @Dron008
    @Dron008 ปีที่แล้ว

    Cool! This is probably a future of software development and many other tasks. The "developer" will chat with different AI agents/agencies and only tell what should be done or changed.

  • @CreatePlayGames
    @CreatePlayGames ปีที่แล้ว

    wow this is the best AI tool i see so far, because i'm lazy i probably gonna use this to make my ideas came to life without moving a finger

  • @jayhu6075
    @jayhu6075 ปีที่แล้ว

    This Agent explanation is fire ❤‍🔥❤‍🔥❤‍🔥

  • @andydataguy
    @andydataguy ปีที่แล้ว

    Wow this is awesome! I'm looking forward to taking it for a spin.

  • @rollingarchives
    @rollingarchives ปีที่แล้ว

    this is amazing 💙 love your channel

  • @garethbaus5471
    @garethbaus5471 ปีที่แล้ว +4

    Depending how you construct and connect those agents they could end up working more like component of a larger hive mind agent. Granted most major corporations are already work like a loose larger hive mind agent with humans as the components.

    • @AIJasonZ
      @AIJasonZ  ปีที่แล้ว

      Hive mind agent is a great metaphor!

    • @garethbaus5471
      @garethbaus5471 ปีที่แล้ว

      @@AIJasonZ I don't know if it would be a metaphor so much as a literal description.

  • @HarryGillen
    @HarryGillen 8 หลายเดือนก่อน

    You go through this so fast! I wish you went through this more incrementally. Also, it would help if you shared your code in a Github repo. All in all though, thank you for this video. Very informative and instructive. I just wish it was better put together, because you just shoot through everything so quickly it's very difficult to follow what you're doing.

  • @jacquesgariepy
    @jacquesgariepy ปีที่แล้ว +2

    Good job ! I'm going to go play with that!

  • @samrey8134
    @samrey8134 ปีที่แล้ว

    This is amazing. Thank you for putting this togethere.

  • @texasfossilguy
    @texasfossilguy ปีที่แล้ว

    Absolutely subscribed. This is a game changer.

  • @project-asgard
    @project-asgard ปีที่แล้ว

    Here goes my weekend down the chatDev rabbit hole!😵‍💫

  • @clamhammer2463
    @clamhammer2463 ปีที่แล้ว +4

    I am self employed and work in financial automation software. I often have many one-off ideas that would generate a good income but I am only one person and can't really convince anyone else to help me build some of these smaller projects. I wonder if this could be the answer to my prayers.

    • @faroukwali9217
      @faroukwali9217 9 หลายเดือนก่อน

      Same bro, i hope we can get further with our ideas

  • @FunMushizzle
    @FunMushizzle ปีที่แล้ว

    Hah I downloaded this one and got it going locally. Very cool, made a working Python conversion script between JSON and XML off a very simple prompt. This will be interesting to follow over the next few months.

    • @izzyblast
      @izzyblast ปีที่แล้ว

      hi can you walk me through how you got it to run locally? my command terminal is saying i have errors of running out of OpenAI API credit

  • @99NOFX
    @99NOFX ปีที่แล้ว +1

    Youre kicking ass

  • @unrealminigolf4015
    @unrealminigolf4015 ปีที่แล้ว +1

    Oh this is cool. CAPA department. 🤟🏼

  • @okt4k
    @okt4k ปีที่แล้ว +2

    Its simple, I see a new AI Jason video, I click.

  • @far.k.3112
    @far.k.3112 ปีที่แล้ว +1

    Thank you so much 🙏🏼

  • @IslandDave007
    @IslandDave007 ปีที่แล้ว +2

    Excellent video and examples!
    With your other video on Next Level Prompts and Guidance project, do you see the ability of Guidance to help agents communicate to each other more efficiently? Guidance has a section about agents and an example conversation on their page. Would be interesting to compare that to these approaches in this video.

  • @onangarodney7746
    @onangarodney7746 ปีที่แล้ว +26

    You probably have the best TH-cam channel on AI. Thanks for the great content. Do you know if anyone built a NoCode environment around it to allow people who don't know how to code to build AI agents like you just showed? And is it possible to use these agents in our own apps?

    • @sufianhaq
      @sufianhaq ปีที่แล้ว +2

      Its definitely possible to use the agents and serve using an API, do check the licenses of the project though.
      If you have an idea in mind and need help feel free to reach out.

    • @tomhavy
      @tomhavy ปีที่แล้ว

      Yes

    • @RyckmanApps
      @RyckmanApps ปีที่แล้ว

      I really like Jason‘s channel as well. I use Power Automate for work and it’s a very low code way to program, but other than some simple API calls I have not built any thing autonomous using Power Automate

  • @AliciaMarkoe
    @AliciaMarkoe ปีที่แล้ว

    Thank you, great video! 🦋

  • @falcon__4316
    @falcon__4316 ปีที่แล้ว +1

    This is so awesome. Thanks

  • @flameinkz
    @flameinkz ปีที่แล้ว

    Thank you big homie 🔥🔥🎈🎈🎈

  • @chrismcintosh2286
    @chrismcintosh2286 ปีที่แล้ว +1

    I think we are missing some things here. Adding in a Neural Network to decide to engage or not the GPT engine would also help, because you can then build into the Neural network encouragements/discouragements for things like delusionment/performance/etc.

    • @Samuel-wl4fw
      @Samuel-wl4fw ปีที่แล้ว +1

      Would require a simulation or ground truth knoweledge in order to test/verify the ideas

  • @ShannonJosephGlomb
    @ShannonJosephGlomb ปีที่แล้ว

    Will be amazing to see this made in the next Minecraft universe will makebit much faster and more awesome ❤

  • @joshuabennett8249
    @joshuabennett8249 ปีที่แล้ว +1

    I'm currently building the agents out in an interactive GUI that have very powerful tools baked in for computer automation.

  • @ludwigvillalba1886
    @ludwigvillalba1886 ปีที่แล้ว

    Well explained. Thanks!

  • @hiper2d
    @hiper2d ปีที่แล้ว +3

    Nice video and nice tool. I'm trying to build something similar but with ability to chat with agents while they are solving a problem. Langchain supports ReAct/Conversational agents but they are quite limited. It also hard to coordinate multiple agents in Langchain since there is no way to route or chain them out of the box. Maybe I need something more powerful than Langchain. I need to dive into the chatDev sources to understand how they achieve agents coordination. Anyway, this is a very cool direction in AI programming.

  • @ShahZ
    @ShahZ ปีที่แล้ว +1

    Now we need to see AI cloning AI Jason but you gotta train it first :)

  • @rafaelfigueroa2479
    @rafaelfigueroa2479 ปีที่แล้ว +3

    Excellent video Jason. I've being using Meta GPT, just found out about the ChatDev. How you compare both and why you preferred ChatDev?
    Thanks!

    • @AIJasonZ
      @AIJasonZ  ปีที่แล้ว +2

      Meta gpt is cool as well! But I found chatdev to be more flexible in terms of customisation tbh

  • @Wanderer2035
    @Wanderer2035 ปีที่แล้ว

    Once these agents start working together to improve themselves, things are going to get spooky reeeeeeaaally fast 😬

  • @_charlotte_wiltshire
    @_charlotte_wiltshire ปีที่แล้ว

    Brilliant information.. Mooo9re of that wanted🙏🙏🙏

  • @pantherg4236
    @pantherg4236 ปีที่แล้ว +1

    can you make a video showing a way we can use other LLMs to perform this, for example use Falcon or Claude? Will this give better performance

  • @kryptobash9728
    @kryptobash9728 ปีที่แล้ว +1

    bro you are a beast!!!!!

  • @jmanhype1
    @jmanhype1 ปีที่แล้ว

    HANDS DOWN FIRE CONTENT

  • @Decay3333
    @Decay3333 ปีที่แล้ว

    So my first attempt at a tower defense game, it cost an extremely high amount of money, 16 cents, but it got the logic of the game correct, but it left out the part where the tower can shoot the enemies to earn gold, to buy upgrades.

  • @restuhaqza
    @restuhaqza ปีที่แล้ว

    Nice review and project

  • @junmagic8847
    @junmagic8847 ปีที่แล้ว

    Amazing video as always Jason. Are you based in Sydney? Would love to meet you one day. Thanks again for everything you do I learn the most from your videos!

  • @alvideos2145
    @alvideos2145 ปีที่แล้ว

    This is what i need, i wanted to make a whole team to collaborate with on ideas.

  • @DigitalYojimbo
    @DigitalYojimbo ปีที่แล้ว

    Nice thanks for the video.

  • @aerocodes
    @aerocodes ปีที่แล้ว +4

    I've been developing a vscode extension for agents and I do know about this usage case, but really didn't find a great real-life example for this yet.. Perhaps in the future where each agent will be more capable, but nowadays I believe these are aimed to theory and not so much for businesses. Like auto Agents, I love the concept, unfortunately I really feel lots of human intervention is still needed

    • @jacquesgariepy
      @jacquesgariepy ปีที่แล้ว +2

      Do you have a public github repo for that ?

    • @aerocodes
      @aerocodes ปีที่แล้ว +1

      @@jacquesgariepy Soon!

    • @OpeRorTV
      @OpeRorTV ปีที่แล้ว

      ​@@aerocodeskeep me also on track. So interesting! I subbed so i will get notified if you post a new vid ;)

    • @J3R3MI6
      @J3R3MI6 ปีที่แล้ว +1

      @@aerocodes 🔖 Bookmark

    • @ihmpall
      @ihmpall ปีที่แล้ว

      Yeah they don’t work and just like self driving cars won’t be hood enough for another 20 years

  • @rotimibest8530
    @rotimibest8530 ปีที่แล้ว

    Amazing video. Subscribed right away. What do you use for your video recording and editing?

  • @MrLeonardoibarra
    @MrLeonardoibarra ปีที่แล้ว

    Great content!

  • @alpineai
    @alpineai ปีที่แล้ว

    Can you do a video on agent building out atomized content / modular content?

  • @tsharnii5951
    @tsharnii5951 ปีที่แล้ว

    Excellent content .

  • @yixuanyang8516
    @yixuanyang8516 ปีที่แล้ว +1

    nice work jason! can you do a video on how to fine tune an open-source model to support chinese? as these open-source llms are all based on english... thanks! and i will keep on following your videos!

  • @orellefitch6832
    @orellefitch6832 ปีที่แล้ว

    This is super informative but I wish you would show the screen and step by step even if I slow down the video I can't catch it all.

  • @maxiimillion
    @maxiimillion ปีที่แล้ว

    Excellent work, my first ever hands on understanding different Agents and roles, super explanation and walk through. although i got most of it working but the final product seems lacking of producing actual real games. For example: it opens a snake game for milliseconds and closes the window down immediately. Is there any hints or suggestion to why its not actually outputting a fully functioning game??

    • @maxiimillion
      @maxiimillion ปีที่แล้ว

      Finely i got it working 100%, it delivered as it promised. :)

  •  ปีที่แล้ว

    I wonder if you can give this chatdev a library or database with guidelines for them to build these products

  • @nunoalexandre6408
    @nunoalexandre6408 ปีที่แล้ว +1

    Love it!!!!!!!!!!!!!!

  • @hh0686
    @hh0686 ปีที่แล้ว +1

    Hey Jason, you seem like a smart guy. Are you from China?

    • @maxiimillion
      @maxiimillion ปีที่แล้ว

      Nope Kuala Lumpur, why?

  • @JenniferGoodwin
    @JenniferGoodwin 11 หลายเดือนก่อน

    Willing to pay someone to set this up on my machine and guide me around the basics.

  • @andy111007
    @andy111007 ปีที่แล้ว +1

    Thanks for the amazing video, can you please show the marketing campaign code?

  • @musumo1908
    @musumo1908 ปีที่แล้ว +1

    Amazing stuff! Been wanting to dive into agents for a while. You explain so well. Going to play with this…how does it compare with baby agi? Also any idea how much space/hardware config to run locally..thx

  • @lucasvilela2291
    @lucasvilela2291 ปีที่แล้ว

    amazing content

  • @gustavhofinger6779
    @gustavhofinger6779 ปีที่แล้ว

    woah this is super exciting. Thanks so much for this cool video. Could this also be used for political discussions? With different agents as politicians? Who are forced to come to an agreement after a certain time? Unlike in the real world ... :-)

  • @JohnnysaidWhat
    @JohnnysaidWhat ปีที่แล้ว

    Can you do a video on griptape? Would love to see how csv data could be automated using that framework

  • @maxmuller7842
    @maxmuller7842 ปีที่แล้ว +1

    Wow - really great Video. Can you provide your Custom Company Config Files?

  • @iansamir18
    @iansamir18 ปีที่แล้ว +1

    This is insane

  • @timealchemist7508
    @timealchemist7508 ปีที่แล้ว +1

    If I see one more video about building a snek game I’m gonna lose it.

  • @yorth8154
    @yorth8154 ปีที่แล้ว

    Can you use information retrieval system along with AutoGPT? I feel like any real usecase that I wouldn't just use chatgpt on will need something like langchain or a vector database due to the limitation of the amounts tokens an agent can use.

  • @WWG1-WGA
    @WWG1-WGA ปีที่แล้ว

    Can we create our own as , our own neuronal network assistant in our machines ?

  • @jsdndksmdkds
    @jsdndksmdkds ปีที่แล้ว

    idk if im doing this wrong, but everytime i try to do --config "book" it still does the default team. ive changed the roles file, the chain config, the phase, but it just wont do it

  • @nuvotion-live
    @nuvotion-live ปีที่แล้ว

    I want to create a new "UX Department" that would be a human intervention step to actually validate the usability of the software. Is that currently possible, or would I have to tweak their code (not just config)?

  • @digitalmarketingroi617
    @digitalmarketingroi617 ปีที่แล้ว

    Can we see a demo in your case of 0-product build?

  • @johuruljoy
    @johuruljoy ปีที่แล้ว

    Thanks for the video.
    I can not set up all the commands on my VS Code, I am trying to set it up following your video instructions, but I'm showing an error and trying to fix it but it's not fixed, so how can I fix it?
    Thanks

  • @marksolis9317
    @marksolis9317 ปีที่แล้ว

    How would I go about giving these agents access to APIs? For example, I already have my campaigns ideas in a Google Sheet, I want to give Marketing Director access to the sheet, pass along the information to Content Writer and Graphic Designer agents. I want the graphic designer agent to have API access to image generation.

    • @guystokesable
      @guystokesable ปีที่แล้ว

      Make an agent that takes on board feedback from the 'community' and then make another agent that speaks in behalf of the 'community' and upload what you have already to him?