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### 🚨 **New Releases:**
- 📖 [PageIndex Chat](https://chat.pageindex.ai): The world's first human-like document analyst agent, designed for professional long documents.
- 🔌 [PageIndex MCP](https://github.com/VectifyAI/pageindex-mcp): Bring PageIndex into Claude, Cursor, or any MCP-enabled agents. Chat to long PDFs the human-like, reasoning-based way 📖
- 🔌 [PageIndex MCP](https://github.com/VectifyAI/pageindex-mcp): Bring PageIndex into Claude, Cursor, or any MCP-enabled agent. Chat to long PDFs the human-like, reasoning-based way.
# 📑 Introduction to PageIndex
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### 🧩 Features
Compared to traditional vector-based RAG, PageIndex features:
Compared to traditional vector-based RAG, **PageIndex** features:
- **No Vectors Needed**: Uses document structure and LLM reasoning for retrieval.
- **No Chunking Needed**: Documents are organized into natural sections, not artificial chunks.
- **Human-like Retrieval**: Simulates how human experts navigate and extract knowledge from complex documents.
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<div align="center">
<a href="https://github.com/VectifyAI/Mafin2.5-FinanceBench">
<img src="https://github.com/user-attachments/assets/571aa074-d803-43c7-80c4-a04254b782a3" width="90%">
<img src="https://github.com/user-attachments/assets/571aa074-d803-43c7-80c4-a04254b782a3" width="70%">
</a>
</div>
@ -198,15 +198,15 @@ PageIndex's hierarchical indexing enabled precise navigation and extraction of r
### Resources & Guides
- 📖 Explore our [Tutorials](https://docs.pageindex.ai/doc-search) for practical guides and strategies, including *Document Search* and *Tree Search*.
- 🧪 Browse the [Cookbook](https://docs.pageindex.ai/cookbook/vectorless-rag-pageindex) for practical recipes and advanced use cases.
- ⚙️ Refer to the [API Documentation](https://docs.pageindex.ai/quickstart) for integration details and configuration options.
- 🧪 Browse the [Cookbooks](https://docs.pageindex.ai/cookbook/vectorless-rag-pageindex) for practical recipes and advanced use cases.
- ⚙️ Refer to the [MCP setup](https://pageindex.ai/mcp#quick-setup) or [API docs](https://docs.pageindex.ai/quickstart) for integration details and configuration options.
### ⭐ Support Us
Leave a star if you like our project. Thank you!
<p>
<img src="https://github.com/user-attachments/assets/eae4ff38-48ae-4a7c-b19f-eab81201d794" width="60%">
<img src="https://github.com/user-attachments/assets/eae4ff38-48ae-4a7c-b19f-eab81201d794" width="70%">
</p>
### Connect with Us