I've been working on this video for a whole month in order to make the topic of AutoGen Studio as simple as possible. Non programmers that are curious about AI agents were always on my mind when I was making it. I hope you find it useful!

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🐦 My twitter profile:   / maya_akim  

To rent a GPU from Massed Compute (autogen preinstalled) follow the link ⤵️
https://bit.ly/maya-akim
Code for 50% discount: MayaAkim

Prompts, model performance and skills for this project are here:
https://github.com/majacinka/autogen-...


Links:


Chris Amato lesson:    • Scalable and Robust Multi-Agent Reinf...  

Satya Nadella:    • Fireside Chat: Satya Nadella, Chairma...  

AutoGen Studio: https://microsoft.github.io/autogen/b...

Autogen research: https://arxiv.org/pdf/2308.08155.pdf

lilian’s blog: https://lilianweng.github.io/posts/20...

crewai: https://github.com/joaomdmoura/crewAI

Wired article about dating AI agents: https://www.wired.com/story/volar-dat...

Andrej Karpathy's tweet: https://x.com/karpathy/status/1748043...

alphaCodium: https://github.com/Codium-ai/AlphaCod...

prompting techniques: https://www.promptingguide.ai/

lessons about multi agents:    • 01-01 Introducing MultiAgent Systems  

Agent description selects next speaker: https://microsoft.github.io/autogen/b...

people talking over each other:
   • Talking At The Same Time Prank!  

Node editor: https://ide.x-force.ai/

litellm: https://docs.litellm.ai/

litellm how to call any model: https://docs.litellm.ai/docs/simple_p...

litellm mistral: https://docs.litellm.ai/docs/provider...

litellm gemini: https://docs.litellm.ai/docs/provider...

mistral available models: https://docs.mistral.ai/platform/endp...

LM studio: https://lmstudio.ai/

open llm leaderboard: https://huggingface.co/spaces/Hugging...

Open Source models that can do function calling: https://huggingface.co/models?other=f...

function calling:
https://cookbook.openai.com/examples/...

https://platform.openai.com/docs/guid...

function calling datasets:
https://huggingface.co/datasets?sort=...

3 open source models I tested (with 7B parameters)
https://huggingface.co/Trelis/Llama-2...
https://huggingface.co/TheBloke/airob...
https://huggingface.co/rizerphe/CodeL...

Multi Agent System Research: https://arxiv.org/pdf/2309.07864.pdf

Time code:
0:00 - 1:09 - intro
1:10 - 1:53 3 factor formula
1:54 - 6:00 factor 1 & installation
6:00 - 10:02 factor 2
10:03 - 12:24 run models through api
12:25 - 14:05 run models locally
14:06 - 16:51 factor 3
16:52 - 19:39 ARO system
19:40 - 20:39 smart models comparison
20:40 - 26:07 open source models performance
26:08 - 27:05 agent classifications

#autogen #autogenstudio #aiagents