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13 changes: 3 additions & 10 deletions README.md
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<div align="center">

# 思·索 MindSearch<br>Deeper and Wider AI Search Engine with LLM Agents
| [Research Preview](https://mindsearch.netlify.app/) | [Paper]() |
# Lagent $\times$ MindSearch<br>
[Research Preview](https://mindsearch.netlify.app/) | [Paper]() | [Blog](https://mindsearch.netlify.app/mindsearch)
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<div align="center">
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👋 join us on <a href="https://twitter.com/intern_lm" target="_blank">𝕏 (Twitter)</a>, <a href="https://discord.gg/xa29JuW87d" target="_blank">Discord</a> and <a href="https://r.vansin.top/?r=internwx" target="_blank">WeChat</a>
</p>

## ✨ Introduction
## ✨ MindSearch: Towards Deeper and Wider AI Search Engine

#### Demo Video here

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* All experiments are done before July.7 2024.

## 👀 How MindSearch Works

<img src="docs/imgs/mindsearch_framework.png">

MindSearch consists of a Web Planner and Web Searcher. WebPlanner models the complex problem-solving minds as a dynamic graph construction process: it decomposes the question into sub-queries as graph nodes and progressively extends the graph based on the search result from WebSearcher. Tasked with each sub-query, WebSearcher performs hierarchical information retrieval with search engines and collects valuable information for WebPlanner.
The multi-agent design of MindSearch dispatches a load of processing massive information to different agents, enabling the whole framework to process a much longer context.

## ⚽️ Getting Started

### Lagent Installation
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