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hakantapanyigit authored Dec 27, 2024
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17 changes: 17 additions & 0 deletions website/blog/2023-04-21-LLM-tuning-math/index.mdx
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tags: [LLM, GPT, research]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://www.linkedin.com/in/chi-wang-autogen/">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/sonichi.png" />
</div>
<div>
<p class="name">Chi Wang</p>
<p>Founder of AutoGen (now AG2) & FLAML</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![level 2 algebra](img/level2algebra.png)

**TL;DR:**
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17 changes: 17 additions & 0 deletions website/blog/2023-05-18-GPT-adaptive-humaneval/index.mdx
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tags: [LLM, GPT, research]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://www.linkedin.com/in/chi-wang-autogen/">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/sonichi.png" />
</div>
<div>
<p class="name">Chi Wang</p>
<p>Founder of AutoGen (now AG2) & FLAML</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![An adaptive way of using GPT-3.5 and GPT-4 outperforms GPT-4 in both coding success rate and inference cost](img/humaneval.png)

**TL;DR:**
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17 changes: 17 additions & 0 deletions website/blog/2023-06-28-MathChat/index.mdx
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Expand Up @@ -4,6 +4,23 @@ authors: yiranwu
tags: [LLM, GPT, research]
---

<div class="blog-authors">
<p class="authors">Author:</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" />
</div>
<div>
<p class="name">Yiran Wu</p>
<p>PhD student at Pennsylvania State University</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![MathChat WorkFlow](img/mathchatflow.png)
**TL;DR:**

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18 changes: 18 additions & 0 deletions website/blog/2023-07-14-Local-LLMs/index.mdx
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Expand Up @@ -3,6 +3,24 @@ title: Use AutoGen for Local LLMs
authors: jialeliu
tags: [LLM]
---

<div class="blog-authors">
<p class="authors">Author:</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" />
</div>
<div>
<p class="name">Jiale Liu</p>
<p>PhD student at Pennsylvania State University</p>
</div>
</div>
</Card>
</CardGroup>
</div>

**TL;DR:**
We demonstrate how to use autogen for local LLM application. As an example, we will initiate an endpoint using [FastChat](https://github.com/lm-sys/FastChat) and perform inference on [ChatGLMv2-6b](https://github.com/THUDM/ChatGLM2-6B).

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17 changes: 17 additions & 0 deletions website/blog/2023-10-18-RetrieveChat/index.mdx
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tags: [LLM, RAG]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://github.com/thinkall">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/thinkall.png" />
</div>
<div>
<p class="name">Li Jiang</p>
<p>Senior Software Engineer at Microsoft</p>
</div>
</div>
</Card>
</CardGroup>
</div>

*Last update: August 14, 2024; AutoGen version: v0.2.35*

![RAG Architecture](img/retrievechat-arch.png)
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17 changes: 17 additions & 0 deletions website/blog/2023-10-26-TeachableAgent/index.mdx
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Expand Up @@ -4,6 +4,23 @@ authors: rickyloynd-microsoft
tags: [LLM, teach]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://github.com/rickyloynd-microsoft">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/rickyloynd-microsoft.png" />
</div>
<div>
<p class="name">Ricky Loynd</p>
<p>Senior Research Engineer at Microsoft</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![Teachable Agent Architecture](img/teachable-arch.png)

**TL;DR:**
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17 changes: 17 additions & 0 deletions website/blog/2023-11-06-LMM-Agent/index.mdx
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tags: [LMM, multimodal]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://github.com/beibinli">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/beibinli.png" />
</div>
<div>
<p class="name">Beibin Li</p>
<p>Senior Research Engineer at Microsoft</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![LMM Teaser](img/teaser.png)

**In Brief:**
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17 changes: 17 additions & 0 deletions website/blog/2023-11-09-EcoAssistant/index.mdx
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tags: [LLM, RAG, cost-effectiveness]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://jieyuz2.github.io/">
<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>
</CardGroup>
</div>

![system](img/system.webp)

**TL;DR:**
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17 changes: 17 additions & 0 deletions website/blog/2023-11-13-OAI-assistants/index.mdx
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tags: [openai-assistant]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://www.linkedin.com/in/gagan-bansal/">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/gagb.png" />
</div>
<div>
<p class="name">Gagan Bansal</p>
<p>Senior Researcher at Microsoft Research</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![OpenAI Assistant](img/teaser.jpg)
<p align="center"><em>AutoGen enables collaboration among multiple ChatGPTs for complex tasks.</em></p>

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27 changes: 27 additions & 0 deletions website/blog/2023-11-20-AgentEval/index.mdx
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tags: [LLM, GPT, evaluation, task utility]
---

<div class="blog-authors">
<p class="authors">Authors:</p>
<CardGroup cols={2}>
<Card href="https://github.com/julianakiseleva/">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://avatars.githubusercontent.com/u/5908392?v=4" />
</div>
<div>
<p class="name">Julia Kiseleva</p>
<p>Senior Researcher at Microsoft Research</p>
</div>
</div>
</Card>
<Card href="https://www.negara.me/">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/Narabzad.png" />
</div>
<div>
<p class="name">Negar Arabzadeh</p>
<p>PhD student at the University of Waterloo</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![Fig.1: A verification framework](img/agenteval-CQ.webp)

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28 changes: 28 additions & 0 deletions website/blog/2023-11-26-Agent-AutoBuild/index.mdx
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tags: [LLM, research]
---

<div class="blog-authors">
<p class="authors">Authors:</p>
<CardGroup cols={2}>
<Card href="https://linxins.net">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/LinxinS97.png" />
</div>
<div>
<p class="name">Linxin Song</p>
<p>PhD student at the University of Southern California</p>
</div>
</div>
</Card>
<Card href="https://jieyuz2.github.io/">
<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>
</CardGroup>
</div>

![Overall structure of AutoBuild](img/agent_autobuild.webp)

**TL;DR:**
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39 changes: 39 additions & 0 deletions website/blog/2023-12-01-AutoGenStudio/index.mdx
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tags: [AutoGen, UI, web, UX]
---

<div class="blog-authors">
<p class="authors">Authors:</p>
<CardGroup cols={2}>
<Card href="https://github.com/victordibia">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/victordibia.png" />
</div>
<div>
<p class="name">Victor Dibia</p>
<p>Principal RSDE at Microsoft Research</p>
</div>
</div>
</Card>
<Card href="https://www.linkedin.com/in/gagan-bansal/">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/gagb.png" />
</div>
<div>
<p class="name">Gagan Bansal</p>
<p>Senior Researcher at Microsoft Research</p>
</div>
</div>
</Card>
<Card href="https://github.com/samershi">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/samershi.png" />
</div>
<div>
<p class="name">Saleema Amershi</p>
<p>Senior Principal Research Manager at Microsoft Research</p>
</div>
</div>
</Card>
</CardGroup>
</div>

![AutoGen Studio Playground View: Solving a task with multiple agents that generate a pdf document with images.](img/autogenstudio_home.png)

<p align="center">
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28 changes: 28 additions & 0 deletions website/blog/2023-12-23-AgentOptimizer/index.mdx
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tags: [LLM, research]
---

<div class="blog-authors">
<p class="authors">Authors:</p>
<CardGroup cols={2}>
<Card href="https://github.com/skzhang1">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/skzhang1.png" />
</div>
<div>
<p class="name">Shaokun Zhang</p>
<p>PhD student at the Pennsylvania State University</p>
</div>
</div>
</Card>
<Card href="https://jieyuz2.github.io/">
<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>
</CardGroup>
</div>

![Overall structure of AgentOptimizer](img/agentoptimizer.webp)


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16 changes: 16 additions & 0 deletions website/blog/2023-12-29-AgentDescriptions/index.mdx
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tags: [AutoGen]
---

<div class="blog-authors">
<p class="authors">Author:</p>
<CardGroup cols={2}>
<Card href="https://www.adamfourney.com">
<div class="col card">
<div class="img-placeholder">
<img noZoom src="https://github.com/afourney.png" />
</div>
<div>
<p class="name">Adam Fourney</p>
<p>Principal Researcher Microsoft Research</p>
</div>
</div>
</Card>
</CardGroup>
</div>

## TL;DR

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