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Merge pull request #272 from ag2ai/fix-257
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Added the youtube videos to the Blogs
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qingyun-wu authored Dec 22, 2024
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65 changes: 64 additions & 1 deletion website/blog/2024-11-15-CaptainAgent/index.mdx
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- qingyunwu
tags: [LLM, GPT, AutoBuild]
---
![Illustration of how CaptainAgent build a team](img/overall.png)
<div class="blog-authors">
<p class="authors">Authors:</p>
<CardGroup cols={2}>
<Card href="https://github.com/leoljl">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/leoljl.png" />
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<div>
<p class="name">Jiale Liu</p>
<p>PhD student at Pennsylvania State University</p>
</div>
</div>
</Card>
<Card href="https://github.com/LinxinS97">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/LinxinS97.png" />
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<p class="name">Linxin Song</p>
<p>PhD student at the University of Southern California</p>
</div>
</div>
</Card>
<Card href="https://github.com/jieyuz2">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/jieyuz2.png" />
</div>
<div>
<p class="name">Jieyu Zhang</p>
<p>PhD student at University of Washington</p>
</div>
</div>
</Card>
<Card href="https://github.com/skzhang1">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/skzhang1.png" />
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<p class="name">Shaokun Zhang</p>
<p>PhD student at the Pennsylvania State University</p>
</div>
</div>
</Card>
<Card href="https://github.com/qingyun-wu">
<div class="col card">
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<img noZoom src="https://github.com/qingyun-wu.png" />
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<p class="name">Qingyun Wu</p>
<p>Co-Founder of AutoGen/AG2 & FLAML, Assistant Professor at Penn State University</p>
</div>
</div>
</Card>
</CardGroup>
</div>

<iframe width="560" height="315" src="https://www.youtube.com/embed/laGZmQUolBY?si=oU9FSfWPGCTbJ1Y_" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

**TL;DR**
- We introduce CaptainAgent, an agent equipped with the capability to adaptively assemble a team of agents through retrieval-selection-generation process to handle complex tasks via the [`nested chat`](https://ag2ai.github.io/ag2/docs/tutorial/conversation-patterns#nested-chats) conversation pattern in AG2.
- CaptainAgent supports all types of `ConversableAgents` implemented in AG2.

![Illustration of how CaptainAgent build a team](img/overall.png)

# Introduction

Given an ad-hoc task, dynamically assembling a group of agents capable of effectively solving the problem is a complex challenge. In many cases, we manually design and select the agents involved. In this blog, we introduce **CaptainAgent**, an intelligent agent that can autonomously assemble a team of agents tailored to meet diverse and complex task requirements.
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30 changes: 30 additions & 0 deletions website/blog/2024-11-17-Swarm/index.mdx
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tags: [groupchat, swarm]
---

<div class="blog-authors">
<p class="authors">Authors:</p>
<CardGroup cols={2}>
<Card href="https://github.com/yiranwu0">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/yiranwu0.png" />
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<p class="name">Yiran Wu</p>
<p>PhD student at Pennsylvania State University</p>
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</div>
</Card>
<Card href="https://github.com/marklysze">
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<img noZoom src="https://github.com/marklysze.png" />
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<p class="name">Mark Sze</p>
<p>Software Engineer at AG2.ai</p>
</div>
</div>
</Card>
</CardGroup>
</div>

<iframe width="560" height="315" src="https://www.youtube.com/embed/YQdTsD4dPeg?si=6Y-cceWyQsyYNAJY" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>

AG2 now provides an implementation of the swarm orchestration from OpenAI's [Swarm](https://github.com/openai/swarm) framework, with some additional features!

*Background*: the swarm orchestration is a multi-agent collaboration where agents execute tasks and are responsible for handing them off to other agents.
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