PageIndex
### TL;DR
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 Insights & Metrics
Key Features
- Vectorless indexing for efficient document retrieval
- Hierarchical indexing structure for organized data access
- Reasoning-driven retrieval for context-aware information extraction
- Optimized for complex documents like financial reports and SEC filings
- Integration with Mafin 2.5 for enhanced financial document analysis
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