# 🔍 DeepSearcher

![DeepSearcher](./assets/pic/logo.png)

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## ✨ Overview

DeepSearcher combines cutting-edge LLMs (OpenAI o1, o3-mini, DeepSeek, Grok 3, Claude 4 Sonnet, Llama 4, QwQ, etc.) and Vector Databases (Milvus, Zilliz Cloud etc.) to perform search, evaluation, and reasoning based on private data, providing highly accurate answers and comprehensive reports.

> **Perfect for:** Enterprise knowledge management, intelligent Q&A systems, and information retrieval scenarios.


![Architecture](./assets/pic/deep-searcher-arch.png)


## 🚀 Key Features

| Feature | Description |
|---------|-------------|
| 🔒 **Private Data Search** | Maximizes utilization of enterprise internal data while ensuring data security. When necessary, integrates online content for more accurate answers. |
| 🗄️ **Vector Database Management** | Supports Milvus and other vector databases, allowing data partitioning for efficient retrieval. |
| 🧩 **Flexible Embedding Options** | Compatible with multiple embedding models for optimal selection based on your needs. |
| 🤖 **Multiple LLM Support** | Supports DeepSeek, OpenAI, and other large models for intelligent Q&A and content generation. |
| 📄 **Document Loader** | Supports local file loading, with web crawling capabilities under development. |

## 🎬 Demo
  
![Demo](./assets/pic/demo.gif)