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How to Use AutoGen & GPT-4 to Create Multiple AI Agents
In this AutoGen tutorial for beginners, you'll learn how to build a team of autonomous AI Agents powered by OpenAI's GPT-4. AutoGen is the cutting-edge framework for creating AI multi-agent Assistants, leaving behind its competitors such as MetaGPT or ChatDev.
đ€ Connect with me đ€
LinkedIn: https://www.linkedin.com/in/kris-ograbek/
Medium: https://medium.com/@kris-ograbek
+++ Useful Resources +++
Code: https://colab.research.google.com/drive/11HiXpnPNIN3WIJK76TG-tsraix_lhb0M?usp=sharing
+++ Sources for Autogen +++
Docs: https://microsoft.github.io/autogen/docs/Examples/AutoGen-AgentChat
GitHub: https://github.com/microsoft/autogen/tree/main
Official Paper: https://arxiv.org/abs/2308.08155
Multi-agent Conversation Framework: https://microsoft.github.io/autogen/docs/Use-Cases/agent_chat/
SDK: https://microsoft.github.io/autogen/docs/reference/agentchat/conversable_agent/
Chapters:
0:00 Intro
1:24 Feature 1: Complete flexibility
2:39 Feature 2: Human participation
4:04 Feature 3: Multi-agent conversations
5:06 Feature 4: Flexible autonomy
5:50 User Proxy Agent autonomy explained
6:56 Assistant Agents explained
7:21 Group Chat Managers explained
9:06 AutoGen example project in Colab
11:21 GPT-4 prices :(
12:33 User Proxy Agent creation
13:40 Analyzing AutoGen results
16:35 AutoGen fixes the first bug
17:22 AutoGen fixes the second bug
18:12 Excitement about the results
20:45 Followup the conversation with User Proxy
24:15 AutoGen on your computer (+ function calling)
GOOGLE STUBBS - Google's answer to AutoGen and ChatDev that's powered by Gemini? | BREAKING AI NEWS
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DALL-E 3 Is Now Free For Everyone!
â€ïž Check out Weights & Biases and sign up for a free demo here: https://wandb.me/papers
DALL-E 3 in Bing image creator: https://www.bing.com/images/create
Or try it in Skype - for me, a contact named Bing appears in the user list and you can tell it to "make an image of (your prompt)" https://www.skype.com/en/
My latest paper on simulations that look almost like reality is available for free here:
https://rdcu.be/cWPfD
Or this is the orig. Nature Physics link with clickable citations:
https://www.nature.com/articles/s41567-022-01788-5
Sources:
Laughter: https://twitter.com/Randomized_AI/status/1709342476236902586/photo/1
Proverbs: https://www.engvid.com/english-resource/50-common-proverbs-sayings/
Sketch: https://www.reddit.com/r/ChatGPT/comments/16xc46l/so_i_was_messing_around_with_dalle_3_and_got_this/
Parrot: https://twitter.com/BjoPhoto777/status/1711705730598777264
Consistency: https://twitter.com/anukaakash/status/1710844686729114102
Consistency prompt: âcreate images of same four people in four different settings, create all images in same realistic photography style: a dad, mum and their two little boys, in park, in the car, in the beach, in the gardenâ
Aging: https://twitter.com/anukaakash/status/1709399920493617614
Painting: https://twitter.com/MaxZiebell/status/1707930920819261910
Moon base: https://twitter.com/Rahat_RF1/status/1711622331632849394
Digital art: https://twitter.com/OrctonAI/status/1710688047350546857
Really good!: https://twitter.com/skirano/status/1707915863221817787
Character consistency guide: https://semicolon.dev/midjourney/how-to-make-consistent-characters
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GPT-4 Caught LYING, Meta's INSANE New AI, No AI Safety? And MORE!! (#AINEWS 18)
GPT-4 Caught LYING, Meta's INSANE New AI, No AI Safety? And MORE!! (#AINEWS 18)
Welcome to our channel where we bring you the latest breakthroughs in AI. From deep learning to robotics, we cover it all. Our videos offer valuable insights and perspectives that will expand your knowledge and understanding of this rapidly evolving field. Be sure to subscribe and stay updated on our latest videos.
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#LLM #Largelanguagemodel #chatgpt
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AutoGen Deep Dive with Multi Agent interactions
we will do a deep dive on AutoGen and explore how to create 6 agents which work as a group to write a book, build Tower Defense game and do research.
Code files are available to download at Patreon:
https://www.patreon.com/posts/90513668
AutoGen multi agent introduction video: https://youtu.be/oOqeOspJL0o
AutoGen introduction video: https://youtu.be/WnBCPG-ZdLk
Quick start if you are new to coding and GPT API:
https://youtu.be/YMhsatiXiGc
https://youtu.be/YMhsatiXiGc
Voice controlled Auto AGI with swarm and multi self launch capabilities:
https://youtu.be/zErt3Tp7srY
Auto AGI original video: https://youtu.be/jTC-6kBOfn8
Auto AGI original source code: https://www.patreon.com/posts/87530987
Search 180+ echohive videos and code download links:
https://www.echohive.live/
Chat with us on Discord:
https://discord.gg/PPxTP3Cs3G
Follow on twitter(X) : https://twitter.com/hive_echo
WSL windows install: https://learn.microsoft.com/en-us/windows/wsl/install
Docker desktop: https://www.docker.com/products/docker-desktop/
#autogen #agents #llm #gpt4 #openaitutorial #pythonprojects #codeinterpreter #artificialintelligence #largelanguagemodels
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