| ## 🌟 Key Features | ## 🌟 Key Features | ||||
| - 🍭 **"Quality in, quality out"** | |||||
| ### 🍭 **"Quality in, quality out"** | |||||
| - Deep document understanding-based knowledge extraction from unstructured data with complicated formats. | - Deep document understanding-based knowledge extraction from unstructured data with complicated formats. | ||||
| - Finds "needle in a data haystack" of literally unlimited tokens. | - Finds "needle in a data haystack" of literally unlimited tokens. | ||||
| - 🍱 **Template-based chunking** | |||||
| ### 🍱 **Template-based chunking** | |||||
| - Intelligent and explainable. | - Intelligent and explainable. | ||||
| - Plenty of template options to choose from. | - Plenty of template options to choose from. | ||||
| - 🌱 **Grounded citations with reduced hallucinations** | |||||
| ### 🌱 **Grounded citations with reduced hallucinations** | |||||
| - Visualization of text chunking to allow human intervention. | - Visualization of text chunking to allow human intervention. | ||||
| - Quick view of the key references and traceable citations to support grounded answers. | - Quick view of the key references and traceable citations to support grounded answers. | ||||
| - 🍔 **Compatibility with heterogeneous data sources** | |||||
| ### 🍔 **Compatibility with heterogeneous data sources** | |||||
| - Supports Word, slides, excel, txt, images, scanned copies, structured data, web pages, and more. | - Supports Word, slides, excel, txt, images, scanned copies, structured data, web pages, and more. | ||||
| - 🛀 **Automated and effortless RAG workflow** | |||||
| ### 🛀 **Automated and effortless RAG workflow** | |||||
| - Streamlined RAG orchestration catered to both personal and large businesses. | - Streamlined RAG orchestration catered to both personal and large businesses. | ||||
| - Configurable LLMs as well as embedding models. | - Configurable LLMs as well as embedding models. | ||||
| - Multiple recall paired with fused re-ranking. | - Multiple recall paired with fused re-ranking. | ||||
| INFO:werkzeug:Press CTRL+C to quit | INFO:werkzeug:Press CTRL+C to quit | ||||
| ``` | ``` | ||||
| 5. In your web browser, enter the IP address of your server as prompted and log in to RAGFlow. | |||||
| 5. In your web browser, enter the IP address and port of your server as prompted and log in to RAGFlow. | |||||
| *The show is now on!* | *The show is now on!* | ||||