What are the key features of PIKE-RAG?
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Answers ( 1 )
The key features of PIKE-RAG include:
- **Multimodal Data Processing**: Ability to handle text, tables, and images, organizing information into structured knowledge networks.
- **Knowledge Extraction and Organization**: Techniques like context-aware segmentation, automatic term-label alignment, and multi-granularity knowledge extraction to improve accuracy.
- **Benchmark Performance**: Achieves high accuracy in benchmark tests such as HotpotQA (87.6%), 2WikiMultiHopQA (82.0%), and MuSiQue (59.6%).
- **Industrial Applications**: Tested and improved in industries like manufacturing, mining, and pharmaceuticals.
- **Online Demo**: An interactive online demo is available to showcase its capabilities.