NEW AutoGen Update: Autonomous Agent for Complex Task Solving!
HTML-код
- Опубликовано: 10 июн 2024
- In this captivating presentation at the Research Forum, Adam Fourney provides groundbreaking updates on AutoGen, showcasing the revolutionary effectiveness of multiple agents collaborating to tackle complex multi-step tasks. Discover how AutoGen's multi-agent workflow outperforms traditional single-agent solutions and learn about the customizable setups that are transforming the landscape of AI benchmarks like GAIA.
[🔗 My Links]:
🔥 Become a Patron (Private Discord): / worldofai
☕ To help and Support me, Buy a Coffee or Donate to Support the Channel: ko-fi.com/worldofai - It would mean a lot if you did! Thank you so much, guys! Love yall
🧠 Follow me on Twitter: / intheworldofai
📅 Book a 1-On-1 Consulting Call With Me: calendly.com/worldzofai/ai-co...
📖 Want to Hire Me For AI Projects? Fill Out This Form: td730kenue7.typeform.com/to/W...
🚨 Subscribe To My Second Channel: @WorldzofCrypto
Sponsor a Video or Do a Demo of Your Product, Contact me: intheworldzofai@gmail.com
[Must Watch]:
AutoGen Studio UI: HUGE UPDATE! Easily Create Custom AI Agents with a UI! (Installation Tutorial): • AutoGen Studio UI: HUG...
Qwen-Agent: Powerful Multi-Agent Framework - Function Calling, Code Interpreter, and, RAG!: • Qwen-Agent: Powerful M...
GPT Computer Assistant: AI Controls Your Computer!: • GPT Computer Assistant...
[Link's Used]:
Blog Post: www.microsoft.com/en-us/resea...
AutoGen Website: www.microsoft.com/en-us/resea...
Full Demo Video: • AutoGen Update: Comple...
Adam Fourney dives deep into the inner workings of AutoGen, explaining how this cutting-edge framework employs a multi-agent workflow. This involves teams of agents with specialized roles, such as general assistants, code-running terminals, web-browsing servers, and orchestrators, all working in harmony. These agents can plan, act, observe, and reflect across multiple steps, enabling them to handle tasks that go beyond mere token generation.
Fourney highlights how these agents can execute code, use tools, and interact with the environment to gather and utilize information that was previously unavailable. The demonstration includes real-world applications and benchmarks, proving AutoGen's superiority over single-agent systems.
If you found this video insightful, don't forget to like, subscribe, and share with your friends and colleagues. Stay updated with the latest in AI and multi-agent systems by hitting the bell icon for notifications.
*Additional Tags and Keywords:*
Adam Fourney, AutoGen, multi-agent systems, AI collaboration, Research Forum, GAIA benchmark, AI development, customizable agents, AI workflow, open-source AI, GitHub, LLM applications, artificial intelligence, agent collaboration, AI tools, AI research, multi-agent efficiency, AI benchmarks, Adam Fourney AutoGen, AutoGen updates.
*Hashtags:*
#autogenestraining #MultiAgentSystems #AdamFourney #ai #artificialintelligence #ResearchForum #GAIABenchmark #airesearch #opensourceai #techinnovation #aidevelopment 
Наука
💗 Thank you so much for watching guys! I would highly appreciate it if you subscribe (turn on notifcation bell), like, and comment what else you want to see!
📆 Book a 1-On-1 Consulting Call WIth Me: calendly.com/worldzofai/ai-consulting-call-1
🔥 Become a Patron (Private Discord): patreon.com/WorldofAi
📖 Want to Hire Me For AI Projects? Fill Out This Form: td730kenue7.typeform.com/to/WndMD5l7
🚨 Subscribe to my NEW Channel! www.youtube.com/@worldzofcrypto
🧠 Follow me on Twitter: twitter.com/intheworldofai
Love y'all and have an amazing day fellas. ☕To help and Support me, Buy a Coffee or Donate to Support the Channel: ko-fi.com/worldofai - Thank you so much guys! Love yall!
How successful are these agentic systems at completing complex tasks?
Obviously it depends. And in order to get better responses you need to create better questions, and prompts.
Well, i havnt try it with openai, but with local llms and groq just sucks.
@@pedrorafaelnunesnot accurate at all. Local LLMs like mistral and llama3 outperform OpenAi’s GPT4 in a lot of ways routinely
About as successful as they’re configured to be
For creating or updating Docs via there id and for scraping news and summarizing its great. Anything that involves a lot of itterative Coding or using a vision model to create UI in HTML etc is hard and there are better Agentic Frameworks and tools for that. So if you interested for more general tasks or programming automations your better of waiting until all the Agentic programming tools have a build in itterative loop like devin etc except it will have to actually work in way more than 30% of usecases and be way faster and cheaper. Im not wastin 2h and 5$ just to ajust some SCSS classen no thx.
How do you update autogen studio though if you already installed it a month ago or more?
RAG-App: Agentic RAG Engine - Semantic Search, AI Agents, Embeddings, Vector Search, & More!: ruclips.net/video/EO_XP-w7Voc/видео.html
Code Transformation: POWERFUL and FREE AI Coding Tool! (Generate Code, Fix Bugs, etc): ruclips.net/video/1jUopu1zCP8/видео.html
[Must Watch]:
AutoGen Studio UI: HUGE UPDATE! Easily Create Custom AI Agents with a UI! (Installation Tutorial): ruclips.net/video/GXxu3VitvJA/видео.htmlsi=TSv4r3HCkZqsu3AU
Qwen-Agent: Powerful Multi-Agent Framework - Function Calling, Code Interpreter, and, RAG!: ruclips.net/video/Blpyurdi4dA/видео.htmlsi=SDNOzVPYuBj5U_3G
GPT Computer Assistant: AI Controls Your Computer!: ruclips.net/video/Bos9EYrNh6g/видео.htmlsi=QOVc4XJONMrqirN4
Just wanted an copilot like running on GPU, the NPU requirement for desktops sucks!!!
This runs on GPU. And you probably don’t want copilot. They’re trying to make value in a dumb way with NPU requirement, but as you can see here they know the open source products are essential.
ChatLLM: All-In-One Model - The Ultimate AI Assistant! ruclips.net/video/kwEmVOsdcW4/видео.html
does it not suck anymore?
It does still.
@@truliapro7112 LOL