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@@ -12,10 +12,10 @@ Are you frustrated with vector database retrieval accuracy for long professional
**[PageIndex](https://vectify.ai/pageindex)** is a *document indexing system* that builds *search tree structures* from long documents, making them ready for reasoning-based RAG.
-It powered a reasoning-based RAG system that achieved 98.7% accuracy on [FinanceBench](https://vectify.ai/blog/Mafin2.5), setting a new standard for financial document retrieval.
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You can self-host it with this open-source repo, or try our ☁️ [Cloud service](https://pageindex.vectify.ai/) — no setup required, with advanced features like OCR for complex PDFs.
+PageIndex powered a reasoning-based RAG system that achieved a 98.7% accuracy on [FinanceBench](https://vectify.ai/blog/Mafin2.5), demonstrating state-of-the-art performance on financial document retrieval.
+
Built by Vectify AI
