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iText2KG v0.0.8

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@lairgiyassir lairgiyassir released this 29 Jul 10:12
· 36 commits to main since this release
v0.0.8
dfbc644

New Features

  • iText2KG_Star
    • Direct relationship extraction (faster)
    • Eliminates separate entity extraction step
    • No isolated/invented entity handling
  • Dynamic Knowledge Graphs
    • Dynamic KGs with temporal tracking
    • Incremental updates with existing graphs
  • Facts-Based Construction
    • Structured fact extraction via Document Distiller
    • More exhaustive knowledge graphs

Improvements

  • Async Migration: All methods now async/await
  • Enhanced Logging: Structured logging system
  • Universal LangChain Support: All chat/embedding models
  • Better Error Handling: Production-ready reliability

Technical

  • Enhanced relationship extraction
  • Python 3.10+ compatibility
  • Comprehensive examples

We corrected the following issues: #34, #33, #29, #28, #26, #22

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