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.
🎯 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
@@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 🤖 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
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!
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 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
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 RU-vid 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
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!
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.
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.
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.
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 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.
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.
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.
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
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!
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
🎯 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
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 ... :-)
As long as the content you provide is helpful, Google doesn't care. Google has its own Vertex AI/Duet AI products that help you make content for social/SEO. So why would they penalize? You just have to comb over the content that is produced and curate. I have already deployed plenty of SEO campaigns with AI content and have been keeping track of rank. So far, no penalization.
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??
