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AutoGen Update: Complex Tasks and Agents 

Microsoft Research
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Adam Fourney discusses the effectiveness of using multiple agents, working together, to complete complex multi-step tasks. He will showcase their capability to outperform previous single-agent solutions on benchmarks like GAIA, utilizing customizable arrangements of agents that collaborate, reason, and utilize tools to achieve complex outcomes.
Microsoft Research Forum, June 4, 2024
See more at aka.ms/ResearchForum-Jun2024
*edited to update a slide

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3 июн 2024

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Комментарии : 25   
@MicrosoftResearch
@MicrosoftResearch Месяц назад
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@B_knows_A_R_D-xh5lo
@B_knows_A_R_D-xh5lo 2 дня назад
complex 0:22 tasks 👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽👏🏽
@enespoyraz849
@enespoyraz849 Месяц назад
I, for One, Welcome Our Agent Overlords
@NowayJose14
@NowayJose14 Месяц назад
This is great, thanks for all the good work. That being said, let my man take a nap.
@hawkii1646
@hawkii1646 28 дней назад
Stop 😂
@impolitevegan3179
@impolitevegan3179 Месяц назад
Beautiful presentation - concise, authentic, to the point.
@RohanKumar-vx5sb
@RohanKumar-vx5sb Месяц назад
Nice! This can be turn key to so many businesses!
@davorrunje8251
@davorrunje8251 Месяц назад
Great work! 👏👏👏
@al3030
@al3030 29 дней назад
Very nice overview. Thanks!
@clarkwallace227
@clarkwallace227 Месяц назад
Let’s go Autogen! Keep up the fight.
@kanoptc
@kanoptc Месяц назад
The presenter here is awesome! Use him more!
@BurkhardReffeling
@BurkhardReffeling Месяц назад
Is there a notebook / example code of what Adam discussed?
@austinmw89
@austinmw89 Месяц назад
Could AutoGen be used as the backend for generative agents in more complex simulation environments like AI Town? Might it provide useful abstractions for agent memory, perception, reflection and planning?
@moisesbessalle
@moisesbessalle Месяц назад
Do you consider this production ready?
@iseverynametakenwtf1
@iseverynametakenwtf1 Месяц назад
So do we have agents that can look at photos now?
@swipekonme
@swipekonme 29 дней назад
all that is one way, agents are working on web resources designed for humans. there needs to be a mirror effort where web resources become agent friendly. also this would ultimately result in scalping for instance so we would need circular lottery systems for all qualifying agents within an interaction quantum
@Oliv-B
@Oliv-B 8 дней назад
Yes a tutorial will be good. Does RAG is recommended for text documents mainly?
@RosserNFT
@RosserNFT Месяц назад
So cool
@Malbao14
@Malbao14 Месяц назад
Amazing! When can we use it?
@Neomadra
@Neomadra 28 дней назад
It's already open source for a year or so. Just Google autogen
@bubbajones5873
@bubbajones5873 29 дней назад
My favorite part is the crackhead presentation style 👍
@flor.7797
@flor.7797 29 дней назад
we could just put a human in the loop as the operator so basically
@B_knows_A_R_D-xh5lo
@B_knows_A_R_D-xh5lo 2 дня назад
auto gen
@user-lb2gu7ih5e
@user-lb2gu7ih5e 17 дней назад
Google "YouSum Live" 00:00:24 Goal: Achieve long-running complex tasks with large models 00:02:05 Multi-agent workflows enhance task decomposition and specialization 00:02:36 Autogen platform facilitates multi-agent collaboration 00:03:16 Four agents achieved top results on Gaia Benchmark 00:03:28 Doubled performance on the hardest set of questions 00:03:49 Agents follow a structured loop involving tasks delegation 00:04:12 Educated guesses crucial for language model speculation 00:05:13 Future plans include introducing agents for self-improvement Google "YouSum Live"
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