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material stability antimony 2D topological phases recent studies |
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Key Features | |
1. Advanced Index Types: Five comprehensive index types for optimal retrieval: Vector, Full-text, Graph, Summary, and Vision - providing multi-dimensional document understanding and search capabilities. | |
2. Intelligent AI Agents: Built-in AI agents with MCP (Model Context Protocol) tool support that can automatically identify relevant collections, search content intelligently, and provide web search capabilities for comprehensive question answering. | |
3. Enhanced Graph RAG with Entity Normalization: Deeply modified LightRAG implementation with advanced entity normalization (entity merging) for cleaner knowledge graphs and improved relational understanding. | |
4. Multimodal Processing & Vision Support: Complete multimodal document processing including vision capabilities for images, charts, and visual content analysis alongside traditional text processing. | |
5. Hybrid Retrieval Engine: Sophisticated retrieval system combining Graph RAG, vector search, full-text search, summary-based retrieval, and vision- |
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222222 |
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Organic skincare for sensitive skin with aloe vera and chamomile: Imagine the soothing embrace of nature with our organic skincare range, crafted specifically for sensitive skin. Infused with the calming properties of aloe vera and chamomile, each product provides gentle nourishment and protection. Say goodbye to irritation and hello to a glowing, healthy complexion. |
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