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qingyun-wu committed Dec 6, 2024
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1 change: 1 addition & 0 deletions website/blog/2024-11-15-CaptainAgent/index.mdx
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Expand Up @@ -5,6 +5,7 @@ authors:
- LinxinS97
- jieyuz2
- skzhang1
- qingyunwu
tags: [LLM, GPT, AutoBuild]
---
![Illustration of how CaptainAgent build a team](img/overall.png)
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6 changes: 5 additions & 1 deletion website/blog/2024-12-02-ReasoningAgent2/index.mdx
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Expand Up @@ -4,10 +4,12 @@ authors:
- Hk669
- skzhang1
- sonichi
- BabyCNM
- qingyunwu
tags: [LLM, GPT, research]
---

![Tree of Thoughts](img/tree-of-thoughts.png)
![Tree of Thoughts](img/reasoningagent_1.png)

**TL;DR:**
* We introduce **ReasoningAgent**, an AG2 agent that implements tree-of-thought reasoning with beam search to solve complex problems.
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3. Beam search selects the top-k paths based on these scores
4. The process repeats until a solution is found or maximum depth is reached

![Beam Search](img/reasoningagent_2.png)

## O1-Style Reasoning with Beam Size 1

When `beam_size=1`, ReasoningAgent behaves similarly to Chain-of-Thought (CoT) or O1-style reasoning, where only a single reasoning path is explored. This is useful for:
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1 change: 1 addition & 0 deletions website/blog/2024-12-06-FalkorDB-Structured/index.mdx
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Expand Up @@ -4,6 +4,7 @@ authors:
- marklysze
- sternakt
- davorrunje
- AgentGenie
tags: [RAG, Graph RAG, Structured Outputs, swarm, nested chat]
---

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14 changes: 13 additions & 1 deletion website/blog/authors.yml
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Expand Up @@ -6,7 +6,7 @@ sonichi:

qingyunwu:
name: Qingyun Wu
title: Assistant Professor at the Pennsylvania State University
title: Co-Founder of AutoGen (AG2) & FLAML, Assistant Professor at the Pennsylvania State University
url: https://qingyun-wu.github.io/
image_url: https://github.com/qingyun-wu.png

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title: CTO at Airt
url: https://github.com/davorrunje
image_url: https://github.com/davorrunje.png

BabyCNM:
name: BabyCNM
title: AG2 Contributor
url: https://github.com/BabyCNM
image_url: https://github.com/BabyCNM.png

AgentGenie:
name: AgentGenie
title: AG2 Contributor
url: https://github.com/AgentGenie
image_url: https://github.com/AgentGenie.png

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