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!
🤖 Join my Discord community: / discord
📰 My tutorials on Medium: / mayaakim
🐦 My twitter profile: / maya_akim
To rent a GPU from Massed Compute (autogen preinstalled) follow the link ⤵️
bit.ly/maya-akim
Code for 50% discount: MayaAkim
Prompts, model performance and skills for this project are here:
github.com/majacinka/autogen-...
Links:
Chris Amato lesson: • Scalable and Robust Mu...
Satya Nadella: • Fireside Chat: Satya N...
AutoGen Studio: microsoft.github.io/autogen/b...
Autogen research: arxiv.org/pdf/2308.08155.pdf
lilian’s blog: lilianweng.github.io/posts/20...
crewai: github.com/joaomdmoura/crewAI
Wired article about dating AI agents: www.wired.com/story/volar-dat...
Andrej Karpathy's tweet: x.com/karpathy/status/1748043...
alphaCodium: github.com/Codium-ai/AlphaCod...
prompting techniques: www.promptingguide.ai/
lessons about multi agents: • 01-01 Introducing Mult...
Agent description selects next speaker: microsoft.github.io/autogen/b...
people talking over each other:
• Talking At The Same Ti...
Node editor: ide.x-force.ai/
litellm: docs.litellm.ai/
litellm how to call any model: docs.litellm.ai/docs/simple_p...
litellm mistral: docs.litellm.ai/docs/provider...
litellm gemini: docs.litellm.ai/docs/provider...
mistral available models: docs.mistral.ai/platform/endp...
LM studio: lmstudio.ai/
open llm leaderboard: huggingface.co/spaces/Hugging...
Open Source models that can do function calling: huggingface.co/models?other=f...
function calling:
cookbook.openai.com/examples/...
platform.openai.com/docs/guid...
function calling datasets:
huggingface.co/datasets?sort=...
3 open source models I tested (with 7B parameters)
huggingface.co/Trelis/Llama-2...
huggingface.co/TheBloke/airob...
huggingface.co/rizerphe/CodeL...
Multi Agent System Research: 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
Негізгі бет Ғылым және технология AutoGen Studio: Build Self-Improving AI Agents With No-Code
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