AutoGen
@pyautogen
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5,961
Following
75
Media
73
Statuses
467
Official X account of #AutoGen , the OSS framework for agentic AI from @Microsoft 🤖🤖🤖 (Account managed by repo maintainers)
Redmond, WA
Joined October 2023
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Pinned Tweet
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🚨We just released a new
#AutoGen
tutorial
And with that getting started became even easier! First 5 chapter are already online to help you learn about
- agents that can converse
- termination
- adding humans in-the-loop
- code executors
- multi-agent patterns
Lets us know if
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📰:
#AutoGen
recently won the best paper award at the LLM Agent Workshop at ICLR-2024! The workshop had at 90+ accepted oral presentations and posters.
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This new paper from
@MIT
uses multiple
#AutoGen
agents to generate, refine, and validate research hypothesis!
SciAgents: Automating Scientific Discovery Through Multi-Agent Intelligent Graph Reasoning
by Ghafarollahi &
@ProfBuehlerMIT
"We present SciAgents, an approach that
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Creating multi-agent applications just got even easier with AutoGen and Ollama!
Tyvm
@ollama
🤝
Exciting update from Ollama! 🚀This update on OpenAI compatibility also makes it extremely easy to use local models in AutoGen, as featured in this blog post!
@pyautogen
+
@ollama
🚀🚀
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OpenAI Assistant + AutoGen integration coming very very soon! Stay tuned....
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We've significantly improved the current roadmap for
#AutoGen
.
See:
Visit these issues to see how you can get involved and contribute.
#opensource
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Working on AI Agents and attending
#NeurIPS2023
??
Don't miss in-person talk by
@Chi_Wang_
on
@pyautogen
Details:
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Open models are catching up with GPT-4, and the space of model serving stacks is evolving very quickly.
To help you get started with using open models with
#AutoGen
, we have published documentation on how to use AutoGen with LM Studio, LiteLLM, Ollama, Together AI, and vLLM.
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Using AutoGen to Find Cheap Flights !
(by John Adeojo)
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AutoGen's code execution capabilities have gotten an upgrade! You can use a Jupyter kernel to maintain a stateful session for code execution. 🤖🌎🔧
Learn more here:
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If you want agents that improve over time, checkout new
#AutoGen
blogpost on teachable agents by
@rickyloynd
"We introduce TeachableAgent ... so that users can teach their LLM-based assistants new facts, preferences, and skills."
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Appreciate the support
@AndrewYNg
🤩🤖🤖🤖
I’ve been a fan of
@pyautogen
as a multiagent programming framework for awhile. It was great hosting two of its leaders
@Chi_Wang_
and
@qingyun_wu
to discuss agent design patterns!
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Checkout our new blog post on the first version of
#AgentEval
— a framework built with
#AutoGen
to help you gauge how LLM applications add utility for end-users!
We'd love to hear what you think!
Details:
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v0.2.0 is out! 🚀
New features include OpenAI structural output support, improved OpenAI integration with OpenAI v2.0, and more.
Release note:
Get-start samples:
cc:
@bigmiao6
#AutoGen
#Microsoft
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@imeshayat
Yes! There are many! Join our Discord channel for more (link in bio)
Sample app:
Agent Cloud:
Gradio:
Chainlit:
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@AndrewYNg
@Chi_Wang_
@qingyun_wu
Thank you, Andrew!!
Folks, here's the link to
#AutoGen
OSS framework:
More links (research/Discord, etc) in bio!
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Build GPT-4 Vision AI Agents with AutoGen
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Checkout new blog post on AutoGen Studio, a low code interface for creating agents!
AutoGen Studio—built on Microsoft’s flexible open-source AutoGen framework for orchestrating AI agents—provides a user-friendly interface that enables developers to rapidly build, test, customize, & share multi-agent AI solutions, with little or no coding.
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New
#AutoGen
blogpost:
You can now control transitions between agents using finite state machines!
See:
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Checkout out new
#AutoGen
short course in collaboration with
@DeepLearningAI
New Agentic AI short course! AI Agentic Design Patterns with AutoGen, taught by
@MSFTResearch
's
@Chi_Wang_
and
@penn_state
's
@qingyun_wu
, shows you how to use AutoGen to implement agentic design patterns like multi-agent collaboration, sequential and nested chat, reflection, tool
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#AutoGen
is enabling both app development AND research!
It is not just allowing developers to create sophisticated applications, it is also enabling novel research on AI agents. Actively maintained, open-source frameworks like AutoGen can especially help conduct reproducible
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🚨 New Blog: What's New in AutoGen?
Five months have passed since our initial spinoff! Checkout out our reflection of lessons, features, and milestones!
See:
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#AutoGen
featured in this week's edition of The Batch by
@DeepLearningAI
and
@AndrewYNg
!
"What if, instead of having only a single agent, we have one agent to do research and gather information, a second agent to analyze the research, and a third to write the final report?"
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Reflect-RL utilizes
#AutoGen
for a two-player system, optimizing LMs for multi-round interactions with online RL. Dividing tasks between "reflection" and "policy" agents simplifies & improves online RL training:
@VectorZhou
@SimonShaoleiDu
@beibin79
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DYK you can use AutoGen to solve complex tasks by *decomposing* them in simpler tasks?
While AutoGen supports many ways to do this, see one notebook example below:
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"It is the coolest piece of technology I've seen since ChatGPT"
-
@MatthewBerman
Checkout the playlist here:
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Dive into AutoGen's latest feature: Custom Models!
Now you can decide not only which models are used in AutoGen but also how they get used, for a tailored AI experience.
Learn more and get started:
by
@olgavrou
#AutoGen
#CustomModels
#LocalInference
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AutoGen + Azure OpenAI = ?
Check this series of building AI agent applications using AutoGen and Azure OpenAI, with Python or no code.
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Multi-modal AutoGen agents are on the horizon!!
Checkout video by
@jasonzhou1993
#gpt4V
#LLaVA
#AutoGen
#LLMs
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More cool examples of multimodal apps with AutoGen!
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Checkout new AutoGen playground on Hugging Face!
#AutoGen
playground built with
@Panel_org
! 🚀 Explore AutoGen's Agents and GroupChat with zero-code simplicity:
Big thanks to
@Yeyu2HUANG
for introducing Panel to us, it's super user-friendly and an excellent fit for AutoGen!
@pyautogen
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To learn more about building reliable agents for solving complex tasks with
#AutoGen
signup for this
@MSFTResearch
forum talk!
Don't miss Adam Fourney's talk on June 4 at Microsoft Research Forum, where he will discuss the effectiveness of using multiple agents, working together, to complete complex multi-step tasks. Register now.
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You can use
#AutoGen
agents to generate training data for language models! 🙌
@Arindam1408
“Training on high-quality synthetic data with 200K math problems, created using multi-agents (AutoGen)... The smaller model and smaller dataset mean faster and cheaper training”
Microsoft’s Orca-Math, a specialized small language model, outperforms much larger models in solving math problems that require multi-step reasoning and shows the potential of using feedback to improve language models. Learn more.
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Also checkout the talk here!
Link:
🚨 New Blog: What's New in AutoGen?
Five months have passed since our initial spinoff! Checkout out our reflection of lessons, features, and milestones!
See:
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Join our rapidly growing community!🚀🚀🚀
In two weeks,
#AutoGen
grew from 390 stars to 10K stars on
#GitHub
and attracted 5K+ members on
#Discord
. The speed of
@pyautogen
adoption is amazing: the first product built with it is launched today.
GitHub:
Discord:
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For learning about task decomposition +
#AutoGen
, also see:
DYK you can use AutoGen to solve complex tasks by *decomposing* them in simpler tasks?
While AutoGen supports many ways to do this, see one notebook example below:
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📹: Checkout this latest episode of
@MSFTResearch
forum, where
@adamfourney
talks about agents, complex tasks, and
#AutoGen
!
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"To building agentic software that works on your behalf, we must guide the conversations of our agents."
Thoughtful
#AutoGen
video and tutorial by
@IndyDevDan
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Checkout: Autogen/AI Agents & Local LLMs autonomously create realistic Stable Diffusion model
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"AutoGen + LangChain + PlayHT = Talking Super AI Assistant"
Nice example by
@verysmallwoods
AI Agents的进化都在程序员手中。给Agents语音能力，让AI应用场景更加饱满。
📹 🎥 📽 🎞 📞 ☎️
更多细节请观赏视频👇
PlayHT 是一家提供生成式文字转语音服务的公司。
以下公式是我结合PlayHT API做的showcase，个人感觉效果不错 ✌️ 🤞 🫰 🤟 🤘
AutoGen + LangChain +
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Multiple agents + MemGPT 👀
Another excellent tutorial by
@MatthewBerman
What happens when you combine the two most popular AI projects together?
Incredible power.
Here's how to use MemGPT to power your AutoGen agents to give them UNLIMITED memory:
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AutoGen AI Agency Service in 20 MINUTES
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"Using both Autogen and Chainlit, we can manage to build a “Code Interpreter/ Data Analysis” chatbot with just a few lines of code!" 🚀🚀🚀
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v0.2.1 is out! 🚀
This patch release enables support for OpenAI o1-series model. Release note:
Getting-start sample to connect to OpenAI o1 :
Lead by: David Luong,
@bigmiao6
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"There comes a point in time where you can only do so much with prompt engineering before you hit a wall. Thankfully the code bros at Microsoft have been cooking up AUTOGEN."
@IndyDevDan
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Checkout this new research on AI agents enabled by
#AutoGen
!
Do Large Language Models (LLM) have leadership? Together with cognitive scientists Tom Griffiths
@cocosci_lab
and Natalia Velez
@natvelali
at
@Princeton
, we created a multi-LLM-agent system to test if agents work better with a leader. It turns out that LLMs do have leadership,
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Its true! Its almost been an year since we started building this vision!
#AutoGen
#opensource
#llms
#AIAgents
Agent capability will go up as
(1) model improves e.g. GPT-5, and (2) evolution in multi agent conversation patterns.
Agent cost will go down as (1) SLMs get into the game and replace LLMs for sub tasks; and (2) optimization and reuse of multi agent components.
AI agents
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"GitHub recently introduced GitHub Models, which allows us to try and test from a wide range of model types, sizes, and specializations FOR FREE."
Checkout this new blog for testing LLMs with
#AutoGen
by our very own
@bigmiao6
Just create a blog about freeloading gpt-4o, llama, and many more llms on Github Model in , check it out!
#dotnet
#GitHub
@pyautogen
#DEVCommunity
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Checkout AutoGen at
#MSBuild
🤖🤖🤖
Autogen is an open-source framework for agentic AI. And during
#MSBuild
, you can learn about using this framework to build multi-agent AI applications. Register to attend this session and gather the tools needed for new ideas for self-guided exploration.
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Starting now!
New upcoming community talk on Discord by
@justin_trugman
! Join us to understand how the community is using AutoGen for their use cases.
(Timezone below is in PST)
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👀
@debarghya_das
I'm working on my own version of Devin using AutoGen.
You can definitely reduce most of the compute simply by not using gpt-4 for every back and forth between the agents, most of the tasks don't require full processing.
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Reminder
#AutoGen
office hours on Discord on Monday morning PST.
Come hangout and ask your questions away from the maintainers and OSS community.
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Alex Chao and Devis Lucato on what an integration between AutoGen and Semantic Kernel could look like!
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Checkout out this new tutorial of AutoGen Studio by
@gswithai
!
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Folks, checkout this cool demo for building video games with
#AutoGen
by
@cyborgowski
👇
Want AI to build you a video game? 🎮
I'm creating teams of AI agents that build your software. I used to recreate Agario in 10 minutes.
If you want to try an early version, see the link below ⬇️
Built with
@pyautogen
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Don’t miss this new talk on agents tomorrow!
Airing tomorrow—Microsoft Research Forum: Episode 3! Register now to join us on June 4 at 9:00 AM PT to learn more about the importance of globally equitable AI. Don't miss it—register now.
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Lucid step-by-step guide for
#AutoGen
by
@MatthewBerman
Step-by-step intermediate guide to locally building AutoGen agents from scratch. Just published!
This is my second video in my AutoGen series, with an "advanced" tutorial coming soon.
🎥
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We just presented an update on
#AutoGen
at the
#Microsoft
MVP Summit and the engagement and questions from the audience are just 🔥
#opensource
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Starting now!
Interested in learning how a multi-agent applications can be built to address tasks like browser automation?
Tamer Abuelsaad, who has been building Agent-E (a system that aims to automate actions within the browser) using
@pyautogen
will discuss the project and share his
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#AutoGen
is again the top trending repo of the week!
Microsoft's Autogen is blowing up on Github.
It's a framework that allows LLM agents to chat with each other to solve your tasks.
AutoGen agents are customizable, conversable, and seamlessly allow human participation.
It's also a drop-in replacement of openai.Completion or
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📢Job opportunities!
If you are a strong developer or researcher who is passionate about
#agents
and
#AutoGen
, don't miss this opportunity. See job applications links below.
Retweets appreciated!
Join us in shaping the future of AI!
AI Frontiers is a lab inside Microsoft Research with a mission to unlock new AI capabilities and solve real-world problems. We are hiring researchers and engineers in our teams based in Redmond and NYC.
Apply here:
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Massively impactful and satisfying use case of
#AutoGen
and agents for education!
Exciting to see how much real-world impact a cohesive, actively-maintained, and open source frameworks like AutoGen can generate.
@TuftsDPT
@MSFTResearch
@peteratmsr
@AndrewYNg
@MatthewBerman
Dr. Ben Stern spoke with Dr. Chi Wang &
@MSFTResearch
about
#AutoGen
; providing feedback on use in Education. Dr. Stern’s research (funded by DISC) in A.I is to solve challenges students face when transitioning to graduate programs. Learn about
#AutoGen
:
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@chainlit_io
interface +
#AutoGen
agents = 🙂
Checkout this cool example by AaronWard on GitHub...
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New upcoming community talk on Discord by
@justin_trugman
! Join us to understand how the community is using AutoGen for their use cases.
(Timezone below is in PST)
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Checkout this overview of AutoGen Studio by
@Jingya_C
and
@johnmaeda
!
Thrilled to be featured in this week's episode of
@johnmaeda
's Cozy AI Kitchen! I give a tour of AutoGen Studio, a low-code platform designed to simplify working with agents. I’m proud to be part of the team making it happen. Check it out!
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Thanks for the shoutout
@omarsar0
!
Microsoft Research introduces AutoGen Studio, a low-code interface for rapidly prototyping AI agents.
It's built on top of the AutoGen framework and can also be used for debugging and evaluating multi-agent workflows.
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📓Illustrative examples
DYK that you can easily extend
#AutoGen
agents to fit your requirements?
E.g., by equipping them with tools, changing reply functions, and even nesting agents within agents!
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Checkout this cool demo of a low code interface for AutoGen by
@cemtuncelli
Build AI employees with a drag and drop UI and run them on the cloud.
Define a task using your natural language, provide additional functions, and run multiple agents collaboratively without necessarily writing a single line of code. Your AI Employees can write and execute code
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Checkout this sample app built with AutoGen-- a simple Discord bot built to assist OSS devs!
By
@bansalg_
Blog:
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Checkout AutoGenBench!
New blog by
@adamfourney
and
@qingyun_wu
on measurement tools for complex multi agent workflows in
@pyautogen
. AutoGenBench is a command line tool on pypi which handles downloading, configuring, running, and reporting supported benchmarks in AutoGen.➡️
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"This enables AutoGen to connect to the outside world through LangChain."
AutoGen + LangChain + ChromaDB = 超级AI助理
尝试了一下这个组合。还是蛮有趣的，通过函数调用把AutoGen和LangChain链接起来。这样就实现了AutoGen借道LangChain连接外部世界。
#AutoGen
#LangChain
#Chromadb
#OpenAI
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Join our rapidly growing community! 🚀🚀🚀
#AutoGen
is the top trending repo on
#GitHub
this month. I appreciate the huge interest, activities, and support from everyone in the community! 🫶
📦GitHub:
💬Discord:
📖Paper:
@MSFTResearch
@pyautogen
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Thoughtful article by Leah Bonser where she uses
#AutoGen
's capabilities to teach agents resilience against emotional manipulation.
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Reminder: Discord office hours on Monday morning and evening.
🔊AutoGen Office Hours on Discord
Join to engage in discussions with a vibrant community of developers and researchers working on agents! Current schedule:
🗓️Every Monday, 8:30 am PST:
🗓️Every other Monday, 5:00 PM PST:
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Conversational chess game with
#AutoGen
!
"Chess is a lot like a dance, don't you think? Each piece moving in harmony with the others. Your move." -- Player Black (to Player White)
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Another productive week for
#AutoGen
with 23 authors and 39 PRs merged🚀
Wish to contribute?
#opensource
#agents
#LLMs
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If you work on multi-agent systems, please consider helping with this research study!
🚀 Attention AI Early Adopters! Have you used or created multi-agent AI tools? Want to help us decode the human side of multi-agent generative AI? Join our research study to shape a user-friendly, transparent future for AI tools!
#HumanCenteredAI
#AIUX
#TransparencyMatters
[1/5]
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🔊🔊Happening right now: Community discussion on local LLMs and AutoGen!
To attend head to AutoGen's Discord now:
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If you develop in .NET, Xiaoyun Zhang (
@bigmiao6
) created an entire .NET implementation of
#AutoGen
and an amazing set of lessons for it!
.NET version:
Tutorial:
#Microsoft
#Dotnet
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Another productive week with 59 merged PRs and 30 authors! 🚀🤖🧑🦰
Interested in contributing?
Guidelines:
Good first issues:
#opensource
#agents
#llms
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