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.
@@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.
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.
🎯 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
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.
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!
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.
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!
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!
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?
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.
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
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.
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
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 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
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!
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.
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.
🎯 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
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.
🎯 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
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.
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.
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.
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
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!
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
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!
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??
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 ... :-)
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
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.
can it work as my office for my new startup
How did that work with gpt? 😂
This guy shines
But he is Chinese. As a fellow American, I’d suggest not to watch this stuff. I cant even understand him
This is the best value AI channel on TH-cam, no fluff, no bs, pure value. Thanks for sharing, keep going.
Agree. 100%
Absolutely. Best kept secret on TH-cam.
Yes!!
I literally just started building this for my startup. Your timing couldn't have been better
what is your startup about?
@@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.
Same marketing agency that's explained in the video by Jason @@sawazalz9764
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.
Solid video Jason! We need more of this! Agents are everything right now.
🎯 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
everything i do pauses when i see your videos!!!
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.
Same bro, i hope we can get further with our ideas
great content Jason, really feel like I'm learning about the cutting edge watching your updates
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!
Can't happen seems like there is going to be a war probably now 😢 wonder how long humans detonate all the nukes
enjoyable to watch this video! I love how you keep your contents easy to understand while still giving an dive into code
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.
Hive mind agent is a great metaphor!
@@AIJasonZ I don't know if it would be a metaphor so much as a literal description.
Dude that was< amazing, i'll create my own agents to outsource my entire job now.
Willing to pay someone to set this up on my machine and guide me around the basics.
Yet another excellent video! I hope and expect this channel to have explosive growth.
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!
Don’t sleep on Jason 👽
Great video Jason! One of my favourite channels for AI now.
Mayo Clinic style patient evaluation comes to mind
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!
Jason,
Absolutely THE LLMs Niche! you are chosen for!
Please focus on MultiAgents on your channel!
Look forward to your next 1 on this!
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?
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.
Yes
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
real quality videos, thanks!
thank you for explaining, it was very nice I hope you make more videos like this for us to harvest the Ai Technology.
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.
Jason, your videos are a real goldmine! Thank you do much for your help and time!
Super content. Do more. I'm looking forward to the new video 🙌🏾
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!
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
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!
@@SynfinityMSPhey, how was your experience with it so far? im considering to try this out myself, would u recommend it? (im also a programmer)
@@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
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!
Willing to pay someone to set this up on my machine and guide me around the basics.
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.
Good job ! I'm going to go play with that!
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.
Would require a simulation or ground truth knoweledge in order to test/verify the ideas
Thank you so much 🙏🏼
Thanks for the video, Jason, I like a lot the way you are giving information, very consise and useful. High insites density))
This is the future for us who program “AI” , I can see it clearly.
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
great information, particularly in regards to customization. I have not seen another video yet that goes into detail on customizing chatdev
That's the best hands-on video on AI I've seen by far. Thanks a lot for this effort.
I'm currently building the agents out in an interactive GUI that have very powerful tools baked in for computer automation.
Curious, can you share more?
Here goes my weekend down the chatDev rabbit hole!😵💫
This Agent explanation is fire ❤🔥❤🔥❤🔥
Its simple, I see a new AI Jason video, I click.
Oh this is cool. CAPA department. 🤟🏼
Youre kicking ass
dude. Instant subscribe here.
I am shocked now how easy it is.... I need to more research on using AI agents
🎯 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
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.
🎯 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
Wtf I thought u wrote this!! But U used efficiently Harpa AI. Thanks for the tool name.
This is so awesome. Thanks
Wow this is awesome! I'm looking forward to taking it for a spin.
Hi Jason, this is great value ans super important for companies. Thanks a lot. The channel for AI, keep up the good work
Absolutely subscribed. This is a game changer.
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.
Hey Jason I just found your channel, awesome content. +1 subscriber
bro you are a beast!!!!!
this is amazing 💙 love your channel
This is amazing. Thank you for putting this togethere.
Will be amazing to see this made in the next Minecraft universe will makebit much faster and more awesome ❤
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.
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
Thank you, great video! 🦋
very cool
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.
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
Do you have a public github repo for that ?
@@jacquesgariepy Soon!
@@aerocodeskeep me also on track. So interesting! I subbed so i will get notified if you post a new vid ;)
@@aerocodes 🔖 Bookmark
Yeah they don’t work and just like self driving cars won’t be hood enough for another 20 years
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!
Meta gpt is cool as well! But I found chatdev to be more flexible in terms of customisation tbh
Thank you big homie 🔥🔥🎈🎈🎈
Well explained. Thanks!
Now we need to see AI cloning AI Jason but you gotta train it first :)
Once these agents start working together to improve themselves, things are going to get spooky reeeeeeaaally fast 😬
amazing content
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!
Love it!!!!!!!!!!!!!!
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
HANDS DOWN FIRE CONTENT
Thanks for the amazing video, can you please show the marketing campaign code?
Excellent content .
Amazing video. Subscribed right away. What do you use for your video recording and editing?
Nice review and project
Great content!
If I see one more video about building a snek game I’m gonna lose it.
😂😂
Wow - really great Video. Can you provide your Custom Company Config Files?
This is insane
Thanks a lot.
Nice thanks for the video.
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
Epic~!
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!
Willing to pay someone to set this up on my machine and guide me around the basics.
Brilliant information.. Mooo9re of that wanted🙏🙏🙏
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.
This is what i need, i wanted to make a whole team to collaborate with on ideas.
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??
Finely i got it working 100%, it delivered as it promised. :)
Can you do a video on agent building out atomized content / modular content?
I wonder if you can give this chatdev a library or database with guidelines for them to build these products
WOW
Hey Jason, you seem like a smart guy. Are you from China?
Nope Kuala Lumpur, why?
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 ... :-)
Can you do a video on griptape? Would love to see how csv data could be automated using that framework
king
👀
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