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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.
🤝 Connect with me 🤝
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!
❤️ 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: “create 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 garden”
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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Károly Zsolnai-Fehér's research works: https://cg.tuwien.ac.at/~zsolnai/
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)
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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/
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