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Knowledge Graph Improvements #7

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8 tasks
zfyre opened this issue Mar 14, 2025 · 0 comments
Open
8 tasks

Knowledge Graph Improvements #7

zfyre opened this issue Mar 14, 2025 · 0 comments
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enhancement New feature or request

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@zfyre
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zfyre commented Mar 14, 2025 •
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  • Incorporate chunking of website/pdfs markdown and then generating knowledge graph
  • Optimize knowledge graph generation prompt for better accuracy
  • Implement PDF and arXiv support for knowledge extraction
  • Add search methods for relevant node discovery (elastic/lexical/semantic) during user query answering from Knowledge Graph
  • Implement vector database integration for efficient searching
  • Add caching for URL-to-Markdown conversions
  • Implement knowledge graph caching system
  • Implementing Multilevel Summary generation (as done by Meta GraphRAG)
@zfyre zfyre added the enhancement New feature or request label Mar 14, 2025
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@zfyre