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Vectify AI·Oct 30, 2025·v1.6.3·open source

PageIndex

PageIndex is a document indexing system designed for vectorless, reasoning-based retrieval-augmented generation (RAG). It enables precise navigation and extraction of relevant context from complex documents, such as financial reports, without relying on traditional vector-based methods.

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overview

PageIndex is a document indexing system designed for vectorless, reasoning-based retrieval-augmented generation (RAG). It enables precise navigation and extraction of relevant context from complex documents, such as financial reports, without relying on traditional vector-based methods.

key features
  • 01Vectorless indexing for efficient document retrieval
  • 02Hierarchical indexing structure for organized data access
  • 03Reasoning-driven retrieval for context-aware information extraction
  • 04Optimized for complex documents like financial reports and SEC filings
  • 05Integration with Mafin 2.5 for enhanced financial document analysis
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